Florida Health Care Workforce Projections 2022-2037

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Florida Health Care Workforce

List of Exhibits

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Exhibit 141: Change in Florida Respiratory Therapist Supply Adequacy by Region, 2022 –2037 159

Exhibit 142: Change in Florida Nursing Assistant Supply Adequacy by Region, 2022 – 2037 ........................................................................................................................................................... 160

Exhibit 143: Supply Adequacy by Region & Occupation (2022-2037) 161

Exhibit 144: Specialty Alignment by Comparison Category ....................................................... 172

Exhibit 145: Florida RN Supply Projections, by Scenario ............................................................ 174

Exhibit 146: Florida RN Supply Annual Starting FTE, New Entrants and Retirements 20222037 174

Exhibit 147: Florida LPN Supply Projections, by Scenario .......................................................... 175

Exhibit 148: Florida LPN Supply Annual Starting FTE, New Entrants and Retirements 20222037 ................................................................................................................................................... 175

Exhibit 149: Florida Physician Supply & Demand Projections, by Scenario 176

Exhibit 150: Florida Physician Assistants Supply & Demand Projections, by Scenario 177

Exhibit 151: Florida Nurse Practitioner Supply & Demand Projections, by Scenario ..............

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Exhibit 154: Florida Physician Supply Annual Starting FTE, New Entrants and Retirements 2022- 2037 181

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Exhibit 159:

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Produced for the Florida State Center for Nursing by the GlobalData Health Workforce Consulting Team.

Tim Dall, MS, Executive Director

Clark Ruttinger MPA, MBA, Consulting Director

Patrick Zarek, MS, Consultant

Owen Parker, BA, Consultant

Ryan Reynolds, MS, Principle Scientist

Ritashree Chakrabarti, PhD, Principle Scientist

Suggested citation:

Florida Center for Nursing. (2025). Florida Workforce Projections 2022-2037. Prepared by the GlobalData Health Workforce Consulting Team.

Chapter 1- Florida Health Care Workforce Projections

2022-2037: Executive Summary and Modeling

Overview

Executive Summary

This report covers methodology, projections and a geographic gap analysis for the supply and demand of various healthcare professions in Florida, encompassing registered nurses (RNs), licensed practical nurses (LPNs), physicians, advanced practice registered nurses (APRNs), physician assistants (PAs) pharmacy, allied health, & nursing assistants. With highlights on critical workforce trends, regional disparities, and implications for healthcare delivery across the state.

Nursing

• Registered Nurses: Supply growth aligns closely with demand, maintaining nearequilibrium adequacy (93% by 2037). Regional variations in adequacy are expected.

• Licensed Practical Nurses: A marked decline in supply (–0.9% annually) versus increasing demand (2.3% annually) will lead to a severe statewide shortage, with adequacy falling from 85% in 2022 to 55% by 2037.

Physicians and Advanced Practice Providers (APPs)

• Physicians: A stable workforce is projected, with adequacy nearing equilibrium by 2037. However, regional, and specialty-specific shortages persist.

• APRNs: Sustained growth across categories and NP specialties. APRNs may mitigate some gaps in care for physicians and physician assistants, though this does not imply one-to-one offset, and rural areas may face localized shortages.

• Physician Assistants: Declining adequacy by 2037, particularly in primary care, highlights the need for interventions targeting supply and new entrants.

Pharmacy

• Pharmacists: A growing shortage is anticipated, with supply adequacy declining from 93.5% in 2022 to 74.5% by 2037 due to a 23.4% increase in demand.

• Pharmacy Technicians: Supply exceeds demand, projected to grow from 156.3% adequacy in 2022 to 200.2% by 2037. However, their limited ability to substitute for pharmacists emphasizes the pharmacist shortage's persistence.

Allied Health

• Physical and Occupational Therapists: Statewide shortages will worsen as demand growth outpaces supply, with no region achieving adequacy by 2037.

• Respiratory Therapists: The most critical shortage in allied health, with statewide adequacy projected at 39% by 2037, driven by a 35% demand increase against minimal supply growth.

Nursing Assistants

• Trends: While supply exceeded demand in 2022, significant declines are expected, leading to statewide shortages by 2026 and severe deficits by 2037 across most regions.

• Implications: High attrition rates and growing care needs require urgent workforce retention and expansion strategies.

Introduction

States play a pivotal role in shaping health workforce policies, aiming to ensure an adequately skilled healthcare workforce that meets the unique needs of their populations. This responsibility encompasses the regulation of health professions through state-level licensing, funding for health education programs, and the establishment of policies governing public insurance reimbursement, which dictates the professions authorized to deliver healthcare services. All these activities have an impact on the overall supply and demand for healthcare workers across the country.

This report examines projected trends in the Florida health workforce, analyzing the supply and demand for the following occupation groups: physicians, Advanced Practice Providers (APRNs and physician assistants), nursing (RNs & LPNs), allied health (PTs, OTs, & RTs), and select occupations (Nursing Assistants) from 2022 to 2037. The analysis contained in the report utilizes microsimulation modeling to create projections of the growth in each occupation over a 15 -year period into the future . Microsimulation modeling is a proven economic modeling approach that simulates individual career decisions and healthcare utilization patterns to project future workforce needs. Key factors driving these projections include:

• Population Growth and Aging: Florida's population is expected to grow significantly, with a notable increase in the elderly population, a demographic that utilizes healthcare services at higher rates. This demographic shift is expected to fuel demand for healthcare services.

• Prevalence of Disease and Health Risk Factors: Florida exhibits prevalence rates of disease and health risk factors comparable to national averages. These factors are incorporated into demand modeling, recognizing their influence on healthcare utilization.

• Healthcare Utilization Patterns: National data on healthcare use, adjusted for Florida-specific hospital utilization data, are used to project future demand for healthcare services, which in turn drives the projected demand for various healthcare occupations.

• Health Workforce Characteristics: Comprehensive data from the Florida Department of Health (Florida DOH), including licensure records and surveys conducted by the Florida Center for Nursing (FCN), provide detailed information about the current health workforce, including demographics, education levels, work settings, and hours worked. These data form the basis for supply modeling.

• New Entrants and Attrition: The model accounts for new entrants entering the workforce, as well as healthcare providers leaving due to retirement, out-of-state migration, or career changes (e.g., LPNs becoming RNs). These dynamics are crucial for understanding the evolving compositi on of the Florida health workforce.

The report examines various scenarios, including a Status Quo scenario that assumes the continuation of current trends, as well as alternative scenarios that explore the potential impact of factors such as changes in retirement patterns, increases in new graduates, and reduced barriers to healthcare access.

This detailed analysis provides valuable insights into the future of Florida's health workforce, aiming to inform policy decisions and strategic planning efforts to ensure an adequate supply of clinicians to meet the healthcare needs of the state's growing and aging population.

Methodology

This section provides a brief overview of the approach, data, and assumptions used for demand and supply modeling. Projections span from 2022 to 2037, using 2022 as the baseline year for demand modeling and the starting year for supply projections, due to data availability.

Key Aspects of the Model:

• Demand Modeling: Projects demand for healthcare services across various settings, including office, outpatient, inpatient, emergency, and home health.

• Uses national patterns of healthcare utilization, tailored to Florida's demographics, health conditions, hospital usage, and insurance status.

• Accounts for Floridians receiving care out-of-state and out-of-state residents receiving care in Florida.

• Projects demand for healthcare providers by applying national staffing ratios to the projected demand for healthcare services.

• Incorporates estimated national shortfalls in select specialties.

• Supply Modeling: Projects the supply of healthcare providers by simulating career decisions, including new entrants, attrition (retirement, out-of-state migration, career changes), labor force participation, and hours worked.

• Utilizes data from the Florida Department of Health, including licensure files and surveys conducted by the Florida Center for Nursing (FCN) for APRNs, RNs & LPNs, to determine starting supply, new entrants, and workforce characteristics.

• Applies national data to Florida health workforce demographics estimate retirement patterns, migration, labor force participation, and hours worked.

Scenarios:

• Status Quo Scenario: Assumes the continuation of current trends in both demand and supply.

• Alternative Demand Scenario (Reduced Barriers): Models a scenario where all individuals access care at the rates of the model high utilization comparison group, exploring the potential impact of reduced barriers to healthcare.

• Alternative Supply Scenarios:

o Early Retirement: Simulates healthcare providers retiring two years earlier than current patterns.

o Delayed Retirement: Simulates healthcare providers retiring two years later than current patterns.

o 10% More Entrants: Assumes a 10% increase in annual new entrants entering the workforce.

o 10% Fewer Entrants: Assumes a 10% decrease in annual new entrants entering the workforce.

By comparing projected supply and demand under various scenarios, the model provides insights into potential future adequacy (or shortages) in the Florida health workforce.

Modeling Overview

This study employed a microsimulation approach, meaning individuals are the units of observation. Population demand for services delivered by profession, and the healthcare professionals available to provide those services, is simulated for each person in a representative sample of Florida’s population and then aggregated to county, region, and state levels. Supply of healthcare providers starts with de-identified licensing data and simulates career decisions for each clinician and new clinician entering the Florida workforce. Projections of supply and demand use GlobalData’s workforce demand and supply modeling framework described in reports and academic journals.1–9 These workforce models have been validated through modeling efforts for the federal government, state governments, professional associations, and health systems. Additional information about methods is detailed in the model’s technical documentation.10

The base year for modeling demand is 2022 as this is the latest year for which reliable population data and hospital use data are available. The “projection period” covers 20222037.

Demand modeling starts with a representative sample of the population in each county projected through 2037. The model then simulates demand for healthcare services based on demographics, health risk factors, disease prevalence, hospital usage patterns observed in Florida, and national patterns of healthcare use applied to the state’s population. Projected future demand for healthcare services are used to estimate future demand for healthcare providers.

Supply modeling starts with information from Florida DOH licensure files and surveys from the Florida Center for Nursing on the demographics, labor force participation patterns, and work location of the current health workforce. New entrants to the health workforce are added each year based on recent information on the number, characteristics, and geographic distribution of newly licensed nurses. The model simulates attrition from the workforce each year as individuals leave the workforce through retirement, out of state migration and other attrition from the workforce such as when an LPN becomes an RN or an RN becomes an APRN. Comparison of current and projected future supply to projected demand provides a measure of supply adequacy.

The core demand and supply projections are for a Status Quo scenario. For demand, this scenario models the continuation of national average healthcare use and delivery patterns over the projection period. Projected changes in demand over time are driven by changing demographics and associated prevalence of disease and health risk factors. For supply modeling, the Status Quo scenario models continuation of current numbers and patterns of annual new entrants licensed, labor force participation rates, retirement rates, and crossstate migration patterns. A comparison of Status Quo supply and demand indicates future supply adequacy absent any changes in healthcare delivery or efforts to increase workforce supply.

Undoubtedly, changes from the Status Quo will occur over the projection period, but when and how cannot be known during modeling. As such, alternative or “what-if” scenarios are modeled to assess how projections would be affected by changes to the Status Quo scenario assumptions. The alternative demand scenario models if all people were to access care at the rates of otherwise identical insured, non-Hispanic Whites in metropolitan areas. This Reduced Barriers scenario explores how the demand for health workforce services would change with substantial progress toward healthcare access and equity goals articulated by health policy advocates, Florida state agencies, and federal agencies.11,12 This scenario is not meant to identify individual members of the population who face significant barriers to obtaining care and/or are underserved; nor is it meant to suggest that healthcare usage of insured, non-Hispanic Whites living in metropolitan areas is appropriate or adequate. Rather, this “what-if” scenario yields general insights regarding the relationship between expected workforce adequacy and reducing barriers of access to care.

Alternative supply scenarios model the implications of increases or decreases in the number of new clinicians entering Florida’s workforce, and the implications of earlier or delayed retirement relative to recent national estimates of retirement expectations by work location, age, and sex.

Demand Modeling

Demand modeling entails analyzing relevant characteristics of the Florida population, predicting the amount of healthcare-related services they will use in future years based on these characteristics, and estimating the number of healthcare providers by profession required to deliver these services. These analyses are performed by delivery setting, which include office, outpatient, inpatient, emergency, other clinical, academic, and other nonclinical settings. Demand is projected for each year by accounting for the cross-sectional growth of populations by disease burden and health profile, demographic profile, and socioeconomic characteristics.

Baseline demand for services by profession within Florida is estimated by applying national patterns of healthcare use by profession based on demographics, socioeconomics, health characteristics and insurance status to a population database representative of these characteristics for each county in Florida. Adjustments account for resident Floridian use of hospital-based services and for non-resident use of hospitals in Florida. Demand projections are aggregated across individuals to the county, regional, and state level. Healthcare utilization projections into the future are based on forecasted changes to Florida’s demographics and their associated disease burdens and health risk factors. Demand for services by healthcare profession is then derived from the expected demand for the services each profession provides based on national staffing patterns in healthcare delivery (e.g., observed nurse to hospital day counts or physician-to-patient workload ratios by care setting) adjusted by estimates of national shortfalls in select specialties for which there are published shortfall estimates. The national average is simply a benchmark for comparison among states and does not imply an optimal level of staffing.

Exhibit 1: Overview of the Demand Modeling Framework

This study estimates and projects demand for healthcare services and providers, defined, respectively, as the amount and types of healthcare services patients are willing and able to purchase at prevailing prices and the number of providers by profession and specialty where appropriate, that are willing and able to work at prevailing salary levels. The concept of demand for services differs from need for services, which represents the services that patients would use based on clinical or epidemiological considerations combined with an assessment of the level of care that would be considered appropriate. Likewise, the demand estimates for each profession do not imply an optimal level of staffing for that profession independent of economic and other realities.

Modeling Methods and Data Sources

Understanding the relationship between demographic trends and healthcare demand is crucial for strategic workforce planning and service delivery. Florida’s rapidly growing and aging population underscores the significant role of population dynamics in shaping the demand for healthcare services. Over the next 15 years, the state’s population is expected to increase by 17%, with the largest growth occurring among older adults aged 75 and above—an age group that disproportionately utilizes healthcare services. This section explores the methodologies and data sources used to estimate future healthcare demand, emphasizing the impact of demographic shifts, disease prevalence, and other health risk factors. By leveraging robust population projections and detailed health datasets, we provide insights into the anticipated healthcare needs across Florida’s diverse regions and age groups, setting the stage for targeted policy and workforce interventions.

Population Growth and Aging and Projected Demand for Healthcare Services

Population growth and changing demographics are the primary factors driving the anticipated demand for healthcare services, including the demand for each profession, in the projected period. The impact of aging is particularly significant as older population groups tend to utilize healthcare services at a higher rate compared to younger age groups.

To estimate the demand for healthcare services, we constructed a population database based upon on a representative sample of the resident population in each Florida county from 2022 to 2037. The database includes characteristics used to estimate the demand for healthcare services, such as demographic factors (age, sex, and race/ethnicity), health conditions and risk factors (arthritis, asthma, cardiovascular disease, diabetes, hypertension, history of heart attack, history of cancer, history of stroke, body weight status, and smoking status), household income range, and health insurance status (including insurance coverage, public insurance participation, and membership in managed care plans).

Key data sources used to construct this file are Florida residents’ responses to the 2021 and 2022 American Community Survey (ACS), Florida residents’ responses to the 2021 and 2022 Behavioral Risk Factor Surveillance System (BRFSS), Florida county-specific data on prevalence of health risk factors from the 2022 Centers for Disease Control and Prevention (CDC) Places, and 2019 files from the Centers for Medicare & Medicaid Services (CMS) on the characteristics and prevalence of health risk factors of residents of nursing homes and residential care facilities in Florida.13–17

The population database starts with 2022 ACS data on a de-identified, representative sample of Florida households. For each person represented in the ACS, there is information on demographics, household income, and medical insurance type. The ACS identifies households living in the community, as well as households living in group settings such as nursing homes. The ACS does not, however, collect information on health risk factors and presence of disease. BRFSS, along with CMS surveys of residents in nursing homes and residential care facilities, collects information on health risk factors and presence of disease.

Therefore, each person in the ACS is statistically matched to a person with similar characteristics from sources with health-related information. Individuals in the ACS who live in a community setting are matched to like individuals in BRFSS within the same 5-year age group, sex, race/ethnicity, household income range, and medical insurance type. Individuals in the ACS living in group settings are matched to like individuals in CMS databases on residents in nursing homes and residential care facilities within the same 5-year age group, sex, and race/ethnicity.

County-level population estimates (by demographic) for 2022, published by the U.S. Census Bureau, are used to create a representative sample of the population in each Florida county in 2022. Data from CDC Places is used to calibrate county-level prevalence of disease and health risk factors. The final step in preparing the population database is to apply population growth rates to each person in the representative population. Population growth rates through 2037, by demographic and county, come from the University of Florida’s Bureau of Economics and Business Research.1

Florida’s population of 22 million in 2022 and is projected to reach nearly than 26 million in 2036 growing by about 3.7 million (~17% growth). Population concentrations differentially vary by by region; the East Central and Southwest regions can expect a more sizable increase (22% and 23%) in population over the next fifteen years, whereas other regions can expect a population increase of 19% (Northeast), 18% (West Central), 16% (Southeast), 13% (Northwest), 12% (South), and 11% (North Central).

1 Rayer, Stefan, and Y. Wang. "Projections of Florida population by county, 2025–2050, with estimates for 2021." Florida, USA: Bureau of Economic and Business Research 55 (2022).

Exhibit 2: Expected Population Growth in Florida by Region, 2022-2037

There also exists considerable variation in population growth rates by age group. Most of the growth is among the population aged 75 years or older with a projected increase of 1,403,205 residents (64% growth). The population aged 65-74 is projected to grow by 461,272 residents (18% growth). The projected rapidly growing population of older Floridians is likely to drive high growth in demand for physician specialties that predominantly care for older adults, with slow projected growth in demand for pediatric services.

Exhibit 3: Comparison of Expected Population Growth in Florida and the United States by Age

Group, 2022-2037

Source: GlobalData population projection, 2023

Comparing Florida population growth from 2022 to 2037 shows that Florida has higher overall expected growth than the nation over the next 15 years (average 17% growth in Florida vs 8% growth across the US in the same time period). Florida is expected to see faster growth in older age groups this means that Florida will have greater demand growth for healthcare services utilized by older Americans. Florida also anticipates seeing more growth in the working age population than the nation. This indicates there may be less competition with other industries to recruit and retain available workers in Florida over the time period in comparison to the rest of the nation.

Prevalence of Disease and Health Risk Factors

Demand modeling takes into consideration the prevalence of disease and other health risk factors that affect demand for healthcare services. Florida is comparable to the national average in most of the factors tracked by the CDC (prevalence of disease, smoking, and obesity (Exhibit 6). There is slight variation in prevalence across Florida-designated regions and greater variation across counties, driven by population distribution. The percentage of the population greater than 65 years of age is also higher across Florida than the national average.

Exhibit 4: Comparison of disease burden prevalence and age 65+ group by region in Florida vs the US population, 2022-2037

Source: Centers for Disease Control and Prevention. PLACES: Local Data for Better Health. Published April 2022.

Projected Demand for Healthcare Services

Healthcare demand projections apply prediction equations of healthcare use to the population database. These equations are estimated from national data sources and supplemented with Florida-specific data for hospital use to predict demand for services across care settings and medical specialties. Key data sources are the combined 2017-2021 files of the Medical Expenditure Panel Survey (MEPS), and the 2022 National Inpatient Sample (NIS).

Separate prediction equations exist by type of care delivered and from what specialty that care was receive. Indicators for the office and outpatient settings rely upon office and outpatient visits. Indicators for the inpatient setting rely on inpatient visits and

hospitalizations. Indicators for the emergency setting rely upon emergency visits. Indicators for home health and nursing facility-based care rely upon home health users and nursing home residents. The demand driver for care in other settings academia and “all other” settings are, respectively, new graduates entering the workforce in each profession and overall population growth.

As people age, they tend to use more hospital services (Exhibit 7). For example, a population of 100,000 adults aged 18-44 in Florida has approximately 35,000 ED visits and 27,000 bed days per year. This is in comparison to a population of 100,000 adults aged 6574in Florida who have approximately 52,000 ED visits and 96,000 bed days per year.

While older age is the largest predictor of increased demand for healthcare services, other factors such as the presence of diseases and having medical insurance also play important roles in predicting demand. This is particularly notable for conditions like cardiovascular disease and diabetes, which exhibit strong correlations with heightened demand across all healthcare services. Having cardiovascular disease is particularly associated with an increased demand for cardiology services, while diabetes is linked to elevated demand for endocrinology services.

Exhibit 5: Florida Rate of Annual Use of Hospital-based Care by Population Age Group, 2021

Source: Analysis of Medical Expenditure Panel Survey data for 2017-2021, National Inpatient Sample 2022.

As shown in Exhibit 7, driven by an aging population, Inpatient days and Emergency visits are projected to grow by 27% and 21% respectively. While Florida’s population is expected to grow less rapidly over time at only 17%. Indicating an aging population that will utilize more healthcare services over time.

Exhibit 6: Projected Growth of Florida Inpatient and ED visits vs Florida Population, 2022- 2037

National average levels of provider staffing were applied to projections of healthcare use. For example, demand for nurses in inpatient settings is calculated by multiplying (a) projected Florida inpatient days in each year and (b) the national ratio of nurses per inpatient day. Staffing ratios are calculated and are applied analogously to estimate demand in the inpatient, outpatient, office, and emergency department settings. The total Florida population is assumed to drive demand for providers in “all other” settings. The number of new providers in each profession being trained is the main driver of demand for providers by occupation in teaching/academia. The staffing ratios for these settings are calculated by dividing national estimates of the demand driver by national estimates of FTE providers working in the setting.

The use of these national ratios assumes that at the national level the supply and demand for provider services are in equilibrium, excepting adjustments where there are setting- and specialty-specific estimates of national shortfall. To begin, three settings retain a direct and robust analogue to existing literature, specifically regarding accurate vacancy rates in certain practice settings. A Nursing Solutions Inc. (NSI) report shows that RN vacancy rates

across hospitals remained relatively constant between 8.0 and 9.0 percent from 2020 to 2021, only jumping to 17.0% in 2022. Some of these vacancies in prior years likely were covered by traveling nurses, and some vacancies are the result of time lags between when a nurse leaves a position and when a replacement is found. Therefore, it is assumed that vacancy rates above 8.0% reflect a shortfall—suggesting that the 17.0% vacancy rate is indicative of about a 9.0% headcount shortfall of RNs in hospitals. This 9.0% headcount shortfall indicates an inpatient shortfall of 9.0% and an outpatient FTE shortfall of 9.0%. Additionally, the American Association of Colleges of Nursing (AACN) reports 1,977 full-time faculty vacancies for nursing programs across the country, or a 7.8% vacancy rate. We subtract out the natural rate of unemployment (~4.4%) to yield a national demand shortfall of 3.3%. These national shortfall rates are applied to Florida’s RN estimates.

Across most settings, we cannot establish clear demand shortfalls on account of insufficient or inadequate literature, despite a preponderance of anecdotal and small-scale evidence. A nurse shortage is clearly felt throughout the workforce, but the nursing home and residential care settings do not yield readily available shortfall patterns. Therefore, to model unfilled capacity in the market for nurses brought about by preference shifts and a sticky labor market, we assume that demand for nurses in the nursing home and residential care settings follows its respective population to provider ratios from before COVID. In 2019, 1 nurse worked in the nursing home setting for every 9 nursing home residents or so; likewise, the pre-COVID nurse-to-patient ratio in residential care stood around 1 nurse for every 15 patients. Since 2019, despite nursing home and residential care populations either holding or increasing, ever fewer nurses work in the nursing home and residential care settings. The percent change in nurse-to-patient ratio from the pre-COVID era through 2022 represents a nursing shortfall that will continue to persist as long as the nurse-to-patient ratio remains depressed. We accordingly estimate an RN shortfall of 9.2% in the nursing home setting 15.3% in the residential care setting. These estimates are once again directly applied to Florida’s RN workforce estimates.

LPN shortages were calculated using a similar methodology to their nursing home and residential care RN counterparts. We compared a pre-covid patient to provider ratio against the present patient to provider ratio and identified the difference between the two ratios as a shortfall. Modeling therefore incorporates a 42.1% shortfall in the office setting, a 15.3% shortfall in the home health setting, a 10.6% shortfall in the nursing home setting, and a 28.4% shortfall in the residential care setting. These shortfalls are all applied to Florida’s LPN workforce estimates.

To aid in calibrating the model to Florida, national utilization patterns were applied to Florida’s resident population in 2022 and resulting predicted demand for hospital-based services was compared to actual usage reported in 2022.

Hospital Claims Data Adjustments to the Model

In addition to demand scaling based on workforce shortages, modeling assumptions of care patterns based on population demographics were adjusted to Florida’s inpatient care use

patterns. The Florida Hospital Association (FHA) supplied GlobalData with length of stay (LOS) records by primary diagnosis code for the year 2022. By combining existing projections with the inpatient days observed in the FHA data, workforce estimates can be calibrated to resemble Florida’s observed inpatient LOS baseline rather than relying upon national patterns of care.

These LOS documents provided patient data denoted by year, quarter, patient state, patient county of residence, patient age, and primary ICD-10-CM diagnosis code. For in-state patients, GlobalData attributed all primary diagnosis codes to a set of broad provider categories (e.g. codes associated with cardiac events were assigned to ‘cardiology’ category), then aggregated the LOS associated with each primary diagnosis code by patient county, 5-year age band, and provider specialty. Inpatient days for non-resident patients were aggregated by 5-year age band and provider specialty. Combined LOS across all provider specialties drives demand for inpatient nurses, so inpatient days were summed by county for in-state patients and summed for non-resident patients.

Two separate scalars were derived from the FHA data. First, county-level provider estimates were multiplied by the ratio of each county’s observed LOS to the demand model’s countylevel LOS. This procedure scaled the demand model’s county-level provider estimates to resemble the amount of care provisioned for each Florida county’s population. Subsequent county-level provider estimates were scaled by the ratio of total inpatient days to in-state inpatient days. The resulting provider estimates account for both county-level variation in care provided to resident patients as well as the increase in total LOS resultant from nonresident patients.

Demand modeling predicted 92% of total quantity of inpatient days provisioned in Florida from resident LOS from the FHA data. Demand was therefore adjusted by county to set estimated and observed use of inpatient-based care equal, with the correction carrying forward through the projection period. These differences between initial model demand estimates and actual reported hospital care in 2022 reflect (a) differences in hospital use patterns of Florida residents relative to the national average, (b) cross-state mobility in seeking hospital-based care, and (c) modeling error from using prediction equations based on a sample (n~170,000 patients in the combined 2017-2022 MEPS files). Projections of future demand for hospital services and the resulting demand for each profession assumes that the proportion of care provided in Florida hospitals to out-of-state patients will continue over the projection horizon.

In 2022, approximately 516,000 days of inpatient care in Florida hospitals were provided to patients from out-of-state, or 5.2% of the nearly 14 million total inpatient days delivered in the state. This includes approximately 86,200 inpatient days to patients from Georgia, 39,600 inpatient days to patients from the Alabama, 26,200 inpatient days to patients from New York, 12,500 inpatient days to patients from Pennsylvania, 12,200 inpatient days to patients from Ohio, and 192,000 inpatient days to patients distributed about the other states.

Chapter 2- Florida Health Care Workforce Projections

2022-2037: Supply and Demand Trends for Registered and Licensed Practical Nurses

RN/ LPN Chapter Summary

This chapter examines the projected supply of and demand for registered nurses (RNs) and licensed practical nurses (LPNs) in Florida from 2022 to 2037. Key findings from the analysis include:

• The RN workforce is projected to grow by an average of 1.8% per year through 2037, closely aligning with the projected demand for RN services . The projected adequacy ratio for RNs (supply/demand) remains at 93% throughout the projection period indicating a relatively stable alignment between supply and demand, though falling short of full adequacy.

• The LPN workforce, conversely, is expected to decline by an average of -0.9% per year through 2037, while demand for LPN services is projected to increase at an average annual rate of 2.3% . This divergence in supply and demand will lead to a substantial LPN shortage by 2037. The LPN adequacy ratio is projected to fall from 85% in 2022 to 55% in 2037.

• Regional disparities exist in both the RN and LPN workforces. RN adequacy is projected to improve in some areas while declining in others. LPN adequacy, however, is projected to decline in all regions.

Overall, this analysis provides a comprehensive assessment of the future of Florida's nursing workforce, highlighting the need for proactive measures to ensure an adequate supply of nurses to meet the healthcare needs of the state's growing and aging population.

RN/ LPN Methodology

This section provides an overview of supply modeling methodology specific to RNs and LPNs. A detailed explanation of the demand modeling methodology for the entire study is provided in the executive summary and modeling overview document.

Supply Modeling

According to GlobalData population estimates, in 2022, Florida had 7% of the U.S. population (22.2 M) and 8% of the US population aged 65 or older (4.7 M). According to the Occupational Employment and Wages Statistics (OEWS) survey by the Bureau of Labor Statistics, 6.4% of US employed RNs (196,740) and 5.8% of US employed LPNs (36,380) work in Florida. Analyzing the distribution of Florida RNs and LPNs by setting shows that the nursing population is similarly distributed within settings. Notable differences in distribution between RNs and LPNs in hospital, home health and nursing home settings where there is a lower distribution of LPNs. As well as in school health and academia where there is a larger distribution of RNs. The ratio of RNs to LPNs is similarly even with national averages by setting with the exception of the hospital setting where Florida uses more RNs than LPNs in comparison to the national average. As well as in school health where Florida employs fewer RNs than LPNs in comparison to the national average.

7: Florida RN and LPN Employment Setting Distribution, May 2022 OEWS

The Health Workforce Supply Model creates nurse supply projections by profession using prediction equations and probabilities to simulate career progression decisions for each nurse working in Florida. The major components are: (1) estimating the size and characteristics of the starting year supply; (2) modeling the number and characteristics of new physicians to Florida’s workforce; (3) modeling the labor force participation rate and

Exhibit

weekly hours worked for those in the workforce; and (4) modeling attrition from the workforce including nurses who retire and those who move out of state and nurses moving from being an LPN to an RN and from being an RN to an APRN. Using simulation during each subsequent year of modeling, nurses’ age increases by one-year, weekly hours worked, and retirement probabilities are calculated for these new ages, new entrants are added to the workforce, and attrition is subtracted from the workforce. The methods and assumptions used throughout this process are summarized in this section, with additional details described elsewhere.10

Exhibit 8: Overview of the Supply Modeling Framework

Developing Starting Supply

The Florida Center for Nursing (FCN), in partnership with the Florida Board of Nursing (FBON) and Florida Department of Health Division of Medical Quality Assurance (MQA) has collected nurse workforce data since 2008 via a voluntary workforce survey. The survey is integrated into the online license renewal process for all nursing licenses in the state of Florida. This licensure and survey data maintained by the Florida Department of Health is the basis for both the starting supply and estimates of new entrants to the nursing workforce. The licensure data contains complete or nearly complete information for age, sex, race/ethnicity, and original license date. Survey data contains demographic information, practice setting, number of hours worked. As well as education level and certifications held. The survey also collects information on nurse practice location at the state level with information on multi-state licensure and which state main practice location is located in. These factors (especially age) are important for supply modeling as labor force participation, hours worked, and retirement probabilities are correlated with demographics and nurse experience.

To prepare the licensure data for modeling, and to arrive at a supply number in the workforce from which to begin the projection, individuals outside the age range of 18 to 75 years of age are removed from the dataset. Then, individuals with an inactive license status and those not located in the state of Florida are removed. Next, duplicate entries are removed, keeping the last recorded entry per person. Duplicate records might exist, for example, if a nurse is in the license database as both an RN and an APRN in which case we would keep the record of the nurse being an APRN. Then individuals who are not actively practicing or seeking work as an RN in the state of Florida are removed. This results in a starting supply headcount of 248,830 RNs working in the state of Florida in 2022. Using the average reported hours worked by a nurse in the state from FCN surveys translates to an equal number of FTEs. Published counts from FCN and the federal Bureau of Labor Statistics (BLS) are provided in comparison to the starting supply. The difference between the FCN published count and the model starting supply is due to modeling adjustments to exclude those not actively practicing or seeking work in Florida. The difference between the BLS count and the model starting supply is due to differences in the methodology of the respective studies. The BLS count is the result of an estimate from the Occupational Employment and Wage Statistics, a quarterly survey designed to measure employment over time. It is not a measure of the available workforce in a state drawn from state license records. It is an estimate of the number of employment positions offered in the market at a given time, regardless of FTEs.

Exhibit

9: Florida Registered Nurse 2022

The LPN starting supply is created through the same process only removing duplicate RNs and APRNs. Differences between starting supply and published FCN counts are easily explained. BLS estimates account for 64% of the published FCN counts of RNs and 54% counts of LPNs.

10: Florida Licensed Practical Nurse Starting Supply Development

Overall, the licensure data provided by FDH for registered nurses and licensed practical nurses contains nearly complete demographic information after removing individuals who are not located in Florida or do not have an active license. Exhibit 13 details the available demographic information after removing nurses who are not located in Florida or have an inactive license. Education level was not contained in the initial licensure data and was provided in the 2022-2023 workforce survey data by FCN. After matching the workforce survey data to the licensure data by license number, approximately half of all individuals in the licensure file had an associated education level. We sampled from the available data to complete cases of missing information when applicable.

Exhibit

Exhibit 11: Complete Available Information from FCN Licensure Data After Cleaning

Exhibit 12: Age Distribution of Florida’s Active Health Workforce

Source: GloablData analysis of Florida licensing and survey data

Looking at the age distribution of RNs to LPNs there are clear differences in the ages of the two workforces in Florida. While the average age of RNs and LPNs in Florida differs by less than a year (47 and 46.5 respectively) the distribution of ages provides further insight into how these two occupations will change over time. A larger portion of the LPN workforce is over the age of 50 than the RN workforce (48% of LPNs vs 40% of RNs) This means that the LPN workforce will have more individuals nearing retirement age and leaving the workforce where the RN workforce being younger is likely to maintain more individuals in the workforce over the projection horizon.

Supply Modeling Inputs

Collaboration with state licensing boards and entities collecting supplementary survey data linked to health professional licensing is crucial for providing high-quality supply modeling and producing useful information for policymakers. Microsimulation modeling is most accurate when actual persons are the unit of analysis so that each person’s unique individual combination of characteristics can be modeled based on the combination of probabilities applied to individuals in the categories applicable to each person in each year of the projection. Ultimately, the model generates aggregated FTEs which are reported at a geographic level where total FTEs is above a specified threshold.

Modeling the supply of health workers over time requires an estimate of the number of professionals actively working in the state of Florida, along with eight variables that describe the workforce characteristics of these professionals. Where these variables are unavailable at the individual unit level a synthetic population must be created using distributions of the workforce population by each categorical modeling variable from a sample survey source to run the projection. Exhibit 15 summarizes key variables used in supply modeling and the data source utilized for modeling the nursing workforce in the state of Florida.

Exhibit 13: Sources Used for Variables Required for Modeling Florida’s Nursing Supply

Age Age is derived from birthdate in licensure files received from FDH.

Gender Gender is available in licensure files received from FDH.

Attrition

Entrants

Retirement patterns are derived from the 2022 NSSRN and 2018-2022 ACS for registered nurses and licensed practical nurses respectively. Career change probabilities for nurses under the age of 50 are derived from Current Population Survey (CPS) analyses. Out migration probabilities are derived from 2018-2022 ACS.

Date first licensed in the state can be used to identify new entrants—not distinguishing between new graduates and experienced health professionals moving from another state.

Location

Specialty

Work Status

Hours Worked

Licensure files generally contain an address (or a partial address such as a ZIP or county code), but often do not distinguish between work or home address. For some states, missing address information presents challenges to identify people located in the state or outside the state.

Workforce survey data provided by FCN from 2022-2023 contains information on nurse education which is used to differentiate individuals with a BSN or ADN.

Workforce survey data provided by FCN from 2022-2023 contains information on nurse employment status.

Hours worked patterns are derived from 2022-2023 FCN provided workforce survey data.

New Entrants to the Florida Health Workforce

As the model runs it adds new entrants to the workforce in each year. The number and characteristics of these workers is assumed to be constant across the projection horizon.

Using the year a license was issued in the BON licensure data, the number of annual new entrants to the nursing workforce was estimated as the average annual number of new RN and LPN licenses issued from January 2021 through January 2024. This results in a total of 20,910 new RNs (combining BSN and ADN) and 3,160 new LPNs added annually to the workforce, with this number assumed to remain constant throughout the period under the Status Quo scenario. Ages of new RN and LPN entrants are consistent with the age distribution of newly licensed RNs and LPNs in the 2022 NSSRN and 2018-2022 ACS data, with all other demographics reflective of the distributions of these factors among all Florida RNs and LPNs in these sources. These demographic distributions remain constant when projecting into the future.

Exhibit 14: Number and Characteristics of Annual New Entrants

Source: Analysis of FDH licensure file for individuals licensed from January 2021 through January 2024.

Labor Force Participation and Attrition

RN and LPN retirement patterns are derived from national survey responses from nurses in the 2022 NSSRN and 2018-2022 ACS, respectively. Probability of retiring is based on the age of the nurse. As the modeling process progresses from year to year, a nurse’s probability of retiring will change based on his or her new age, and this probability generally increases with age. Included in this attrition process is the possibility that an LPN becomes an RN, or an RN becomes an APRN. The number of new entrants to the RN workforce each year accounts for LPNs who become RNs.

Nurse migration probabilities are calculated from prediction equations based on age, race/ethnicity, and sex by education level estimated using 2018-2022 ACS data for both RNs and LPNs, and specifically account for the number of nurses leaving Florida each year. Inmigration is also accounted for in the model, but in-migrating nurses are tracked as new entrants to the Florida nurse workforce.

Source: Analysis of FDH licensure file for individuals licensed from January 2021 through January 2024.

Exhibit 15: Probability Nurse Aged 50 is Active Over Time, by Occupation & Education

Hours Worked Patterns

Survey responses from the 2022 NSSRN and the 2018-2022 ACS were used to predict RN and LPN weekly hours worked based on nurse age, sex, race/ethnicity, and education level (associate degree or baccalaureate degree for RNs). An FTE is defined as 36.5 hours/week for RNs and 38.5 hours/week for LPNs reflecting national average hours worked for nurses working at least 8 hours per week.

Drawing on data from the 2018-2022 ACS survey asking the number of hours worked, RNs are estimated to be working slightly fewer hours per week on average than LPNs (an average of 36.5 hours per week for RNs in comparison to 38.5 reported by LPNs)

Source: Analysis of FDH licensure file for individuals licensed from January 2021 through January 2024.

Exhibit 16: Average Hours Worked Per Week of Florida’s Active Health Workforce by Specialty

Supply Scenarios Modeled

The supply modeling described reflects the modeling assumptions for the Status Quo scenario. Several alternative scenarios were modeled to account for uncertainties in future nurse workforce patterns. Two scenarios reflecting changing retirement patterns were modeled the Early Retirement scenario, reflecting nurses retiring two years earlier than they do currently, and the Delayed Retirement scenario, reflecting nurses retiring two years later than they do currently. The former scenario could reflect the possible impact of worsening provider burnout, and the latter could reflect the possible results of efforts by employers to retain senior staff. Similarly, two scenarios were modeled that assume alternately a 10% increase and a 10% decrease in annual new graduates entering the workforce projected into the future (named the 10% More Graduates and 10% Fewer Graduates scenarios, respectively). The former scenario could reflect, for example, the impact of increased efforts within the state to attract and recruit new nurses to the profession, while the latter could reflect the impact of decreased desirability of nursing in the wake of unenviable working conditions.

RN/ LPN Findings

This section outlines the projected trends in Florida's nursing workforce from 2022 to 2037, highlighting distinct challenges and opportunities for Registered Nurses (RNs) and Licensed Practical Nurses (LPNs). The RN workforce is projected to grow steadily under all scenarios, with supply increases closely aligned with population demand, maintaining an adequacy ratio near 93%. However, the LPN workforce faces a more precarious future, with declining supply and rising demand leading to a sharp drop in adequacy from 85% in 2022 to 55% by 2037. Regional disparities further complicate these trends, as RN adequacy improves in some areas while LPN adequacy declines uniformly across all regions. Comparisons to previous projections from 2019 reveal accelerated growth in the RN workforce but a more rapid decline in LPN supply than previously expected, underscoring the need for continual re-assessment of projections and targeted policy interventions to address emerging gaps and ensure an adequate nursing workforce statewide.

Supply and Demand Projections

The number of new RNs entering the Florida workforce starts at 8.5% of the starting supply in the first year of the projection. As the workforce grows the assumed constant number of new entrants shrinks to 6.8% of the starting supply in 2037. Retirements from the workforce initially nearly offset the number of new entrants with 8.2% of starting supply in 2022 retiring in that year. Retirements drop to 5.5% of the starting supply in 2037. Assumed retirements and new entrants by year are summarized in Exhibit 146 in the appendix.

Over the projection period, supply of RNs in Florida is expected to grow by 26% (or 1.8% per year) a total of 65,650 FTE RNs under the Status Quo scenario, with projected growth over the period between 17% (or 43,320 FTE RNs under the 10% Fewer Graduates scenario) and 3% (or 87,940 FTE RNs) under the 10% More Graduates scenario).

Population demand for RN services under the demand Status Quo scenario is projected to increase by 26% (1.7% per year) for a total of 69,300 RN FTEs. Projected demand in the Reduced Barriers scenario increases above the status quo supply by 14% (35,830 FTE RNS) in the first year of the projection and continues to grow at 1.8% per year until it is 45% (75,800 FTE RNs) above the starting year status quo supply in the final year of the projection.

The ratio of supply over demand reflects the extent to which the estimated supply is adequate to meet estimated demand each year. Status Quo RN supply over demand adequacy is at 93% in 2022 and is projected to remain stable overall as supply and demand bother continue to grow over the projection period. Projected RN supply modeling results from all scenarios are summarized in the appendix.

17: Florida Registered Nurses Projections, 2022 - 2037

18: Florida Registered Nurses Adequacy Summary Table

Exhibit
Exhibit

The number of new LPNs entering the Florida workforce starts at 6.9% of the starting supply in the first year of the projection. As the workforce shrinks over time due to expected retirements, the assumed constant number of new entrants grows to 8.0% of the starting supply in 2037. Retirements from the workforce entirely offset the number of new entrants each year with 8.7% of starting supply in 2022 retiring in that year. Retirements fall slowly over the projection to 8.2% of the starting supply in 2037. Assumed retirements and new entrants by year are summarized Exhibit 148 in the appendix.

Over the projection period, supply of LPNs in Florida is expected to shrink by -14% (or -0.9% per year) for a total of 6,400 FTE LPNs under the Status Quo scenario, with projected declines over the period between as much as -20% (or -9,200 FTE LPNs under the 10% Fewer Graduates scenario) and -8% (or -3,760 FTE LPNs) under the 10% More Graduates scenario). Projected LPN supply modeling results from all scenarios are summarized in the appendix.

Population demand for LPN services under the demand Status Quo scenario is projected to increase more rapidly than for RNs over the projection period. Demand for LPNs is projected to increase by 34% (2.3% per year) for a total of 18, 360 LPN FTEs. Projected demand in the Reduced Barriers scenario increases above the status quo supply by 25% in the first year of the projection and continues to grow until it is 68% above the starting year status quo supply in the final year of the projection.

The ratio of supply over demand reflects the extent to which the estimated supply is adequate to meet estimated demand each year. Status Quo LPN supply over demand adequacy is at 85% in 2022 and is projected to decline to and adequacy ratio of 55% by the end of the projection period due to increased population demand for LPN services and declines in the LPN workforce supply. Projected LPN supply modeling results from all scenarios are summarized in the appendix.

19: Florida Licensed Practical Nurses Projections, 2022 - 2037

20: Florida Licensed Practical Nurses Adequacy Summary Table

Exhibit
Exhibit

Strategic Planning Efforts

Projections are useful for measuring the trajectory of a scenario assuming continuation in a similar direction. The Status Quo scenarios presented in this report represents the trajectory of the scenario assuming no intervention. The reduced barriers demand scenario and the entrant and retirement supply scenarios represent where the trajectory of a projection could lead given specific changes in the workforce or policy interventions to increase equal utilization of healthcare services. Setting a goal to close the gap between supply and demand may be a desired goal for policy makers. To close this gap over the current projection horizon would require approximately 5,900 additional RNs and 1,700 additional LPNs per year, above and beyond those already accounted for in the model to join and be retained in the Florida workforce. This is a rough estimate of the required effort to close the gap between the status quo supply and demand scenarios over the projection horizon. It does not consider the age and demographic factors of those hypothetical required additional new entrants as has been done for new entrants in the projection modeling process. In this sense, this is likely a conservative estimate of required additional effort as some of these additions would be lost to attrition each year. A rough estimate is made by simply subtracting the number of FTEs demanded in 2037 from the number of FTEs supplied in 2022 and dividing that by 15 years. Similar estimates may be produced for any of the scenarios by utilizing the tables provided in the appendix.

Regional Adequacy Gap Analysis

The ratio of supply to demand as an adequacy score can be broken down by region and analyzed for geographic change over time. When interpreting such regional values, the adequacy ratio highlights the relative workforce sufficiency in a region at a specific time, serving as a benchmark for understanding current disparities. In contrast, the adequacy change values indicate growth or decline in adequacy over time, allowing for trend analysis and forecasting future needs or challenges. Adequacy values are colored on a gradient from dark blue to dark red with grey indicating 100% adequacy in the middle. The greater the adequacy value is above 100%, the darker blue the county appears. The further below 100% adequacy a county appears the darker red the county appears. Adequacy change values are colored using the same blue to red gradient with the middle set to 0% to reflect how much a county is changing in the positive or negative direction over time. The greater the positive value is, the darker blue the county will appear. The more negative the value is, the more negative the county will appear. Comparing two county maps for any given occupation gives a complete view showing counties that are currently underserved and unlikely to improve, as well as counties that, despite current shortages, are on track for growth. Comparing the two regional maps for different professions (ie: RNs and LPNs) enables a holistic evaluation.

Exhibit 21 reveals that regions on the east coast of Florida will experience declines in Registered Nurse supply to demand adequacy over time varying from -3% to -13%. Whereas, regions along the west coast of Florida, including the Northwest, down to the South region will experience growth varying from 1% to 7%. The region with the largest expected decline is

the Northeast. The region with the most expected growth is the South. A crosswalk of counties to regions is included in the appendix.

21: Florida Registered Nurse Supply Adequacy by Region

Adequacy 2022

Adequacy Change 2022- 2037

Adequacy (2022): Unevenly distributed across the state with highs in the Northeast (142%) and the South (148%) Extremely low adequacy in the Northwest (41%)

Adequacy Change (2022-2037): Slow improvements expected across the west side of the state (between 1% in the Northwest and 7% in the South region). Declines expected over the eastern regions overall, with the a high of -13% in the Northeast region where RNs are most concentrated.

Exhibit

Exhibit 22 shows that LPN supply to demand adequacy will decline in all regions over time varying from declines of -35% in the South region and -34% in the Northwest region on the high end over time -24% in both the Northwest and Southwest regions on the low end.

Exhibit 22: Florida Licensed Practical Nurse Supply Adequacy by Region

Adequacy 2022

Adequacy Change 2022

Adequacy (2022): LPNs are most highly concentrated in the Northeast and North Central regions (101% and 107% adequacy respectively).

Adequacy Change (2022-2037): Significant declines are expected across the entire state for LPNs. The least decline is anticipated in the areas where adequacy is lowest in 2022 (Northwest, Souwest and Southeast).

Comparing regional change in adequacy over time by occupation, there are five regions where RN adequacy change is improving over time and LPN change is declining (North Central, Northwest, South, Southwest, West Central) There are three regions where RN adequacy change over time is also declining (East Central, Northeast, and Southeast). However, LPN adequacy is declining more severely than RN adequacy in all these regions.

Exhibit 23: RN and LPN Regional Comparison Supply Adequacy 2022
Exhibit 24: Change in Florida RN and LPN Supply by Region, 2022 – 2037

RN/ LPN Discussion

This section delves into the implications of projected workforce trends for registered nurses (RNs) and licensed practical nurses (LPNs) in Florida, spanning 2022 to 2037. By examining the key findings, regional variations, and broader workforce dynamics, the analysis provides critical insights into the adequacy of the nursing supply to meet future healthcare demands. These projections highlight both promising developments, such as steady RN growth, and challenges, including significant LPN shortages. The findings serve as a foundation for exploring policy interventions and strategies to ensure an equitable and sufficient nursing workforce statewide.

Key Findings and Implications

This chapter analyzes the projected supply and demand for RNs and LPNs in Florida from 2022 to 2037, revealing divergent trends for these two essential segments of the nursing workforce.

Registered Nurse Workforce:

• Adequate Supply Projected: The RN workforce is projected to experience steady growth, largely keeping pace with population growth and demand for RN services. The adequacy ratio, representing the balance between supply and demand, is projected to remain stable around 93% , indicating near equilibrium between the number of RNs available and the demand for their services.

• Growth Driven by New Entrants: This projected adequacy is attributed to the continuous influx of new RN graduates entering the Florida workforce. The study assumes a constant number of new entrants each year, based on recent licensing data. This assumption plays a significant role in maintaining a balanced supplydemand dynamic.

• Faster Growth Than Anticipated: Comparing current projections to a previous assessment from 2019 reveals an accelerated growth rate in the RN workforce. This positive trend is likely due to efforts by the Florida Center for Nursing to bolster the RN workforce.

• Regional Variations Exist: While overall RN adequacy is projected to be stable, regional disparities exist. Regions on Florida's east coast are projected to experience slight declines in RN adequacy, while regions along the west coast and the southern region are expected to see modest improvements.

Licensed Practical Nurse Workforce:

• Significant Shortages Projected: In contrast to the RN workforce, the LPN workforce faces a challenge to growth in the desired direction, characterized by declining supply and rising demand. The adequacy ratio is projected to plummet from 85% in 2022 to 55% by 2037, signaling a substantial shortage of LPNs relative to the projected need for their services.

• Declining Supply a Key Factor: This projected shortage is primarily driven by a shrinking LPN workforce. The study highlights that retirements among LPNs are

expected to consistently outpace the number of new graduates entering the field, leading to an overall decline in the number of practicing LPNs.

• Faster Decline Than Previously Projected: Comparing the current projections to the 2019 assessment reveals a worsening situation for LPNs. The decline in LPN supply is occurring at a faster rate than anticipated four years ago, suggesting a need for intervention.

• Widespread Regional Declines: Unlike the regional variations observed for RNs, LPN adequacy is projected to decline across all regions of Florida. The most severe declines are anticipated in the Northwest and South regions.

Policy Implications:

These findings underscore the need for targeted policy interventions to address the looming shortage of LPNs in Florida. Potential strategies might include:

• Increasing the Pipeline of New LPN Graduates: This could involve expanding LPN educational programs, providing financial incentives for LPN students, and promoting the LPN profession as a viable and rewarding career path.

• Retaining Existing LPNs in the Workforce: Efforts to improve working conditions, offer competitive salaries and benefits, and provide opportunities for professional development could help retain experienced LPNs.

• Exploring Innovative Models of Care: Task-shifting and other care delivery models that optimize the skills of both RNs and LPNs could help address workforce imbalances.

• Addressing Regional Disparities: Targeted recruitment and retention initiatives in regions facing the most severe shortages could help mitigate geographic imbalances.

Overall, this chapter provides a comprehensive assessment of the future of Florida's nursing workforce, highlighting the need for proactive measures to ensure an adequate supply of nurses to meet the healthcare demands of the state's growing and aging population. Failure to address these challenges could have significant consequences for the quality and accessibility of healthcare in Florida.

Comparison to 2019 Nursing Projections for the Florida Hospital Association

In 2019 the GlobalData health workforce consulting team, under previous ownership of IHS Markit produced projections of Florida’s RN and LPN workforce for the Florida Hospital Association. The same modeling process and sources were utilized in that analysis as have been used in this current projection. Comparing previous projection modeling to current allows for analysis of how workforce growth has continued in expected ways and changed in unexpected ones over the past three years.

Exhibit 25: Florida Registered Nurse Projection Comparison 2019 to 2022

Supply of RNs in Florida has grown faster than anticipated in 2019. There are 8,550 more RNs in the 2022 starting supply of the RN workforce in the current projection than there were anticipated to be in the 2019 projection. Demand also increased by 6,620 above where it was projected to be in 2019. This results in the supply over demand adequacy ratio for the year 2022 moving from 92% in the previous FHA sponsored projection to 93% adequate in this current projection. The RN workforce supply is projected to continue to increase at a faster rate than previously projected in 2019, while population demand for utilization of RN services will remain on a similar growth trajectory to the previous projection. By 2035, (the last year of the previous projection), RN supply will be 20,180 more in the new projection than the previous projection while demand will have grown by only 7,700 more than the previous projection. These changes over a three-year period between studies reflect efforts made by the Florida Center for Nursing to increase the RN workforce in the state of Florida. increase in projected growth rate indicates increases in new and younger nurses entering the state workforce.

Exhibit 27: Florida Licensed Practical Nurse Supply Projection Comparison 2019 to 2022

Exhibit 28: Florida LPN Supply Projection Variation, Previous and Current Projection

The supply of LPNs in Florida conversely has slowed and is now expected to be in decline over the projection rather than the previously expected very slight growth. Supply of LPNs is 530 fewer now than it was projected to be in 2019. By 2035 supply is projected to be 9,570 fewer than it was projected in 2019. The difference in demand is less drastic over time with the previous projection being 660 fewer in 2022 than expected previously. The difference between the projected workforce in 2035 is only 910 between the previous and current projections. The supply to demand adequacy ratio of the LPN workforce was previously projected to be at 85% in 2022 and is currently at the same. However, previously the supply to demand adequacy ratio was projected to fall to 70% by 2035. Now it is projected to decline more rapidly and will be at 57% by 2035. These changes indicate that in the short term, the LPN workforce did continue to grow slightly as previously anticipated, however, it seem that much of this growth may have been from older LPNs moving to Florida rather

than much growth in younger new graduates entering the Florida workforce since the current trajectory of the LPN workforce has shifted downward indicating there are more retirements expected now than previously.

Chapter 3- Florida Health Care Workforce Projections

2022-2037: Supply and Demand Trends for Physicians, Physician Assistants and Advanced Practice Registered Nurses

Physician/ PA /APRN Chapter Summary

This chapter provides projections for the supply and demand of physicians, physician assistants (PAs), and advanced practice registered nurses (APRNs) in Florida from 2022 to 2037. It examines overall projections as well as a breakdown by specialty category and region, analyzing adequacy ratios to identify potential shortages and surpluses. This information can be used for strategic planning and policy initiatives to address potential healthcare workforce challenges in Florida.

Key findings from the chapter include:

Physician Workforce

• The physician workforce is projected to remain relatively stable, with adequacy ratios nearing equilibrium by 2037. A nearly balanced demand and supply situation in 2037 is anticipated, with adequacy rising from 92% in 2022 to 98%.

• Despite this stability, regional disparities are expected to persist, with rural areas facing potential shortages. High total adequacy in South (133%) and Northeast (113%), while the Northwest lags behind the rest of the state (49%). Varying improvements are seen across regions over the projection period, except for declines in Southeast (-5%)

Physician Assistant (PA) Workforce

• The PA workforce is projected to experience declines in adequacy by 2037, with the exception of Primary Care specialties where adequacy is moderate to high in some regions, such as the Northeast (121%) and South (115%) but remains low in Northwest (22%) and North Central (41%).

• Regional supply gaps are expected to widen, particularly in underserved areas like the Northwest region.

Advanced Practice Registered Nurse (APRN) Workforce

• The APRN workforce, including nurse practitioners, nurse anesthetists, and nurse midwives, is projected to experience steady growth , maintaining high adequacy ratios across the projection period.

• Regional disparities are expected to persist, despite strong overall adequacy. Certain rural and underserved regions may face localized shortages, particularly for nurse anesthetists and midwives.

Key Implications

• The projected trends suggest that advanced practice nurses will likely play an increasingly critical role in addressing workforce gaps and ensuring access to care.

• Targeted policy interventions and strategic planning efforts are crucial to address the projected shortages, particularly for PAs and in specific physician specialties.

• Efforts to expand PA deployment in underserved areas and optimize the utilization of NPs across specialties may be necessary.

• The findings emphasize the importance of considering regional disparities in workforce planning and implementing strategies to ensure equitable distribution of healthcare professionals across Florida.

The chapter provides detailed analyses of supply and demand projections by specialty category and region, offering a comprehensive overview of the healthcare workforce landscape in Florida. This information is valuable for stakeholders involved in healthcare workforce planning, policy development, and service delivery.

Physician/ PA /APRN Methodology

Supply Modeling

Developing Starting Supply

The Florida Department of Health Division of Medical Quality Assurance (MQA) in collaboration with professional boards and associations in the state collects workforce data via a voluntary workforce survey. The survey is integrated into the online license renewal process for physicians, physician assistants and all types of nurses renewing a license in the state of Florida. This licensure and survey data maintained by the Florida Department of Health is the basis for both the starting supply and estimates of new entrants to the workforce for each profession. The licensure data contains complete or nearly complete information for age, sex, race/ethnicity, and original license date. Survey data contains demographic information, practice setting, number of hours worked. As well as education level and certifications held. The survey also collects information on practice location at the state level with information on multi-state licensure and which state main practice location is located in. These factors (especially age) are important for supply modeling as labor force participation, hours worked, and retirement probabilities are correlated with demographics and nurse experience.

To prepare the licensure data for modeling, and to arrive at a supply number in the workforce from which to begin the projection, individuals outside the age range of 18 to 75 years of age are removed from the dataset. Then, individuals with an inactive license status and those not located in the state of Florida are removed. Next, duplicate entries are removed, keeping the last recorded entry per person. Duplicate records might exist, for example, if a nurse is in the license database as both an RN and an APRN in which case we would keep the record of the nurse being an APRN. Then individuals who are not actively practicing or seeking work as an APRN in the state of Florida are removed (based on a question from the nursing survey that is not included for the Physicians and PAs. This results in a starting supply headcount for each profession working in the state of Florida in 2022. Using the average reported hours worked by each profession in the state from their respective licensing surveys translates to an equal number of FTEs. Published counts from reports produced by FCN18, MQA19,20 and the federal Bureau of Labor Statistics (BLS)21 are provided in comparison to the starting supply. The difference between the FCN and MQA published counts and the model starting supply is due to applied modeling filtering and exclusion criteria that differ from other published analysis such as the removal of physician residents from this modeling process or excluding those not actively seeking work as an APRN in the state. The difference between the BLS count and the model starting supply is due to differences in the methodology of the respective studies. The BLS count is the result of an estimate from the Occupational Employment and Wage Statistics, a quarterly survey designed to measure employment over time. It is not a measure of the available workforce in a state drawn from state license records. It is an estimate of the number of employment positions offered in the market at a given time, regardless of FTEs.

Exhibit 29: Florida Physician 2022 Starting Supply Development

Filtering for Physicians in Ini=al Data

Prac=ce Loca=on in Florida

Removing Duplicates

Remaining Ac=ve Licenses

Removing Residents

Filtering for Ages Between 20 and 75

Star=ng Supply (Headcount)

Star=ng Supply (FTE)

2022 Annual Florida Physician Workforce Report (Ac=ve Licenses)

After filtering the raw data for physicians with a practice location in Florida, removing duplicate licenses and inactive licenses and removing physicians still in residency training and those outside the age range of 20 and 75, there is a starting supply of 62,470 FTEs in the Florida Physician workforce in 2022. While the 2022 Florida Physician Workforce annual report states that there are 91,270 physicians holding an active license in Florida, the statistical distributions reported focus on 58,060 physicians who provide direct patient care in the state in 2022. The modeling starting supply includes physicians working in the state who are not providing direct patient care.

Exhibit

30: Florida Physician Assistant Starting Supply Development

Filtering for Physician Assistants in Ini=al Data

Prac=ce Loca=on in Florida

Removing Duplicates by License Number

Remaining Ac=ve Licenses

Filtering for Ages Between 20 and 75

Star=ng Supply (Headcount)

Star=ng Supply (FTE)

May 2023

Star=ng Supply (BLS)

Following a similar process to physicians, after filtering for PAs with a practice location in Florida and removing inactive licenses and individuals outside of the age range of 20 to 75, There is a starting supply of 11,880 PAs in the Florida workforce in 2022. A report recently published by MQA on the 2022-24 PA workforce in Florida puts the number of PAs in the Florida workforce at 14,430 in 2024. This difference appears to be in line with estimated annual growth between 2022 and 2024.

Exhibit 31: Florida APRN Starting Supply Development

Filtering for APRNs in Licensure Data

Filtering for Ages between 20 and 75

Remaining Ac=ve Licenses

Located in Florida

Joining 2022-2023 Workforce Survey Data

Pre-sampling Available APRN Prac=ce Type

Pre-sampling Nurse Prac==oners

Pre-sampling Nurse Anesthe=sts

Pre-sampling Nurse Midwives

Post-sampling Available APRN Prac=ce Type (Removed CNS's)

Post-sampling Nurse Prac==oners

Post-sampling Nurse Anesthe=sts

Post-sampling Nurse Midwives

2020-2021 FCN APRN Ccounts (2023 Report)

Arriving at a starting supply for APRNs by practice type involved additional cleaning steps beyond the process followed for Physicians and PAs. Once APRNs were filtered for age, active license status and being located in Florida, 58% (25,500) provided a practice type in their survey response. These individuals were used to sample and fill in the missing practice type for remaining APRNs in the Florida workforce. After sampling and also removing clinical nurse specialists from the data, there are a total of 43,520 APRNs in the 2022 starting supply.

Exhibit 32: Florida Nurse Practitioner

APRN survey respondents indicated a practice specialty. Nurse practitioners are grouped into for specialty categories to allow for comparison with Physicians and PAs. A crosswalk of specialties included in each category for all professions is included in the appendix to this report. Exhibit 32 shows how the 34,160 NPs in the 2022 Florida APRN workforce are divided by category. The largest category group is primary care, with 44% (15,230) NPs. This includes NPs working in a hospital setting in a hospitalist capacity. Primary care is followed by 30% (10,430) of NPs working in various specialties grouped into the “Other” category, 18% (6,140) working in medical specialties, 5% (1,890) working in surgical specialties and 1% (470) working in a home care and school setting not directly comparable to physician specialties.

Exhibit 33: Florida Nurse Anesthetist

CRNAs and CNMs in the Florida APRN workforce followed a similar filtering and exclusion process to PAs and physician and there is no further categorization applied. CRNAs are most directly comparable to Physicians and PAs working in anesthesia. CNMs might be comparable to physician and PA OB/GYNs but also they may be more appropriately compared to providers working in primary care. A full breakdown of supply and demand by each physician and NP specialty is included in the appendix to this report.

Exhibit

Overall, the licensure data provided by FDH for each profession contains nearly complete demographic information after removing individuals who are not located in Florida or do not have an active license.

Exhibit

35: Age Distribution of Florida’s Active Physician Workforce by Category

Source: Analysis of Florida DOH licensure data

The physician workforce is evenly distributed across the ages 30 through 65. There are slightly more primary care providers concentrated under the age of 40 than in other categories (21% of primary care and hospital medicine vs 18-19% of the other categories). On the other end of the distribution, Surgeons have the highest concentration over the age of 65 at 19% in comparison to 15% of primary care providers in the same age group.

Exhibit 36: Age Distribution of Florida’s Active Nurse Practitioner Workforce

Source: Analysis of Florida DOH licensure data

Nurse practitioner ages are evenly distributed by specialty with the exception of those working in the Home Care/School setting. There is a larger proportion of NPs working in the Home Care/ School setting between the ages of 45 and 65 (34% in comparison to under 30% in any of the other categories)

Exhibit

37: Age Distribution of Florida’s Active CRNA, CNM, & Physician Assistant Workforce

Source: Analysis of Florida DOH licensure data

CRNAs and CNMs are distributed similarly across age groups to NPs. PAs are a younger workforce than physicians with 51% of the workforce under the age of 40 and less than 5% over the age of 64.

Supply Modeling Inputs

Collaboration with state licensing boards and entities collecting supplementary survey data linked to health professional licensing is crucial for providing high-quality supply modeling and producing useful information for policymakers. Microsimulation modeling is most accurate when actual persons are the unit of analysis so that each person’s unique individual combination of characteristics can be modeled based on the combination of probabilities applied to individuals in the categories applicable to each person in each year of the projection. Ultimately, the model generates aggregated FTEs which are reported at a geographic level where total FTEs is above a specified threshold.

Modeling the supply of health workers over time requires an estimate of the number of professionals actively working in the state of Florida, along with eight variables that describe the workforce characteristics of these professionals. Where these variables are unavailable at the individual unit level a synthetic population must be created using distributions of the workforce population by each categorical modeling variable from a sample survey source to run the projection. Exhibit 15 summarizes key variables used in

supply modeling and the data source utilized for modeling the nursing workforce in the state of Florida.

Exhibit 38: Sources Used for Variables Required for Modeling Florida’s Nursing Supply

Supply Variable

Age

Gender

Attrition

Entrants

Location

Specialty

Work Status

Hours Worked

Source

Age is derived from birthdate in licensure files received from FDH for physicians and physician assistants and from licensure data and survey files for APRNs provided by FCN.

Gender is available in licensure files received from FDH for physicians and physician assistants, with gender for APRNs sourced from licensure data and surveys provided by FCN.

Retirement patterns for physicians, physician assistants, and APRNs are sourced from 2022 AAMC survey estimates on retirement, 2023 AAPA survey data, and 2022 NSSRN survey data, respectively.

Out migration probabilities for physician assistants and APRNs are derived from the 2018-2022 ACS. While physician migration estimates are derived from NPPES data disseminations from January 2022-2023.

Date first licensed in the state can be used to identify new entrants not distinguishing between new graduates and experienced health professionals moving from another state. FDH licensure files are the source of new entrants for physicians and physician assistants. With APRN new entrant counts derived from licensure data and surveys provided by FCN.

Licensure files from FDH for physicians and physician assistants and survey data provided by FCN for APRNs contain information on practice address used to develop projections at the county level.

Workforce survey data provided by FCN from 2022-2023 contains information on APRN category and NP specialty. Physician specialty was provided in the licensure data obtained from FDH. Physician assistant specialty was not available in the licensure data provided by FDH and was sourced from the 2022-2024 physician assistant workforce survey report prepared by the Florida Department of Health, Division of Medical Quality Assurance

Workforce survey data provided by FCN from 2022-2023 contains information on APRN employment status.

Hours worked patterns are derived from 2022 AAMC survey estimates for physicians, 2023 AAPA survey estimates for physician assistants, and the 2022-2023 FCN provided workforce survey data for APRNs

New Entrants to the Florida Health Workforce

As the model runs it adds new entrants to the workforce in each year. The number and characteristics of these workers is assumed to be constant across the projection horizon. The number of annual new entrants to each workforce was estimated as the average annual number of new licenses issued from January 2021 through January 2024. This results in a total of 3,420 new physicians, 1,050 PAs and 3,870 new APRNs added annually to the workforce, with this number assumed to remain constant throughout the period under the Status Quo scenario. Ages of new APRNs are consistent with the age distribution of newly licensed APRNs in the 2022 NSSRN and 2018-2022 ACS data, with all other demographics reflective of the distributions of these factors among all Florida APRNs in these sources. These demographic distributions remain constant when projecting into the future.

Exhibit 39: Number and Characteristics of Physician Annual New Entrants

Source: Analysis of FDH licensure file for individuals licensed from January 2021 through January 2024.

Exhibit 40: Number and Characteristics of Annual New Entrants, Non-Physicians

Source: Analysis of FDH licensure file for individuals licensed from January 2021 through January 2024.

Labor

Force Participation and Attrition

Retirement patterns for physicians are derived from 2022 AAMC survey responses at the national level and applied to the demographics of the Florida physician workforce to obtain retirement estimates by year for the duration of the projection period. As the modeling process progresses from year to year, a clinician’s probability of retiring will change based on his or her new age and this probability generally increases with age. Retirement patterns for physicians differentiates by category and gender, with clinicians in medical specialties retiring latest on average and female physicians retiring earlier on average than their male peers (Exhibit 41).

Exhibit 41: Probability Physician Aged 50 is Active Over Time, by Category and Gender

Source: Analysis of 2022 AAMC survey responses on retirement

Retirement patterns for physician assistants and APRNs are derived from 2023 AAPA survey response and 2022 NSSRN survey responses, respectively. Sufficient sample size for physician assistants allows retirement probabilities to be generated by gender, while insufficient sample sizes for male responses limits APRN retirement rates to be generated only at the category level. Both male and female physician assistants retire at similar rates and retire earlier on average than their APRN counter parts. Of the three APRN categories analyzed, nurse midwives and nurse practitioners follow similar retirement patterns, with nurse anesthetists retiring earlier on average by comparison.

Source: Analysis of 2023 AAPA survey responses on retirement for physician assistants and 2022 NSSRN survey responses for APRNs

Migration probabilities are calculated from prediction equations based on age, race/ethnicity, and sex by education level estimated using 2018-2022 ACS data for both APRNs and physician assistants, with physician migration probabilities sourced from 2022 and 2023 NPPES data dissemination and specifically account for the number of healthcare providers leaving Florida each year. In-migration is also accounted for in the model, but inmigration is tracked as new entrants to the Florida physician and APP workforce.

2022-2023 workforce survey responses provided by FCN were used to determine labor force participation for APRNs analyzing questions on employment status (practicing or actively seeking work) within the state of Florida. For physicians and physician associates, this information was not available and due to high education requirements, we assume that physicians and physician assistants who maintain an active license and are located in the state of Florida are part of the labor force.

Hours Worked Patterns

Hours worked patterns for physicians were also derived from 2022 AAMC national survey responses and applied to the demographics of the Florida physician workforce. Average hours worked per week are derived at the specialty level for physicians. Exhibit 43 provides the average hours worked per week aggregated by physician category. Individuals in surgery work the most hours per week by comparison, with all physician categories seeing a decrease in hours worked as they near the traditional retirement age of 65.

Exhibit 43: Average Hours Worked /Week, Florida’s Active Physician Workforce by Category

Source: Analysis of 2022 AAMC national survey responses on hours worked

Average hours worked per week of physician assistants and APRNs are derived from 2023 AAPA and 2022 NSSRN national survey responses, respectively, and applied to the demographics of the Florida workforce. Average hours per week are derived at the specialty level for nurse practitioners and at the category level for physician assistants, with average hours worked per week by age group aggregated to the occupation level summarized in Exhibit 44. Physician assistants work the most hours per week on average in comparison to the APRN categories of analysis.

Supply Scenarios Modeled

The supply modeling described reflects the modeling assumptions for the Status Quo scenario. Several alternative scenarios were modeled to account for uncertainties in future patterns for each occupation and specialty category. Two scenarios reflecting changing retirement patterns were modeled the Early Retirement scenario, reflecting individuals retiring two years earlier than they do currently, and the Delayed Retirement scenario, reflecting individuals retiring two years later than they do currently. The former scenario could reflect the possible impact of worsening provider burnout, and the latter could reflect the possible results of efforts by employers to retain senior staff. Similarly, two scenarios were modeled that assume alternately a 10% increase and a 10% decrease in annual new graduates entering the workforce projected into the future (named the 10% More Graduates and 10% Fewer Graduates scenarios, respectively). The former scenario could reflect, for example, the impact of increased efforts within the state to attract and recruit new individuals to each profession, while the latter could reflect the impact of decreased desirability of entering the healthcare workforce in the wake of unenviable working conditions.

Physician/ PA /APRN Findings

The projected workforce trends for physicians, physician assistants (PAs), and advanced practice registered nurses (APRNs) in Florida between 2022 and 2037 reflect both opportunities and challenges in meeting the healthcare demands of the state’s growing and aging population. While the physician workforce is expected to maintain overall stability, regional and specialty-specific gaps could limit access to care in underserved areas. Similarly, the PA workforce faces potential declines in adequacy due to insufficient growth in supply. Conversely, APRNs are poised for robust growth, playing a critical role in addressing workforce imbalances through expanded practice capabilities and increasing participation in team-based care models. Together, these findings underscore the importance of developing targeted policy initiatives to strengthen the pipeline, retain current practitioners, and optimize care delivery to ensure equitable access to healthcare services across Florida.

Supply and Demand Projections

Overall Projections

This chapter presents statewide comparisons of supply and demand for Physicians, PAs and APRNs beginning with 2022, the latest year for which many supply and demand modeling inputs are available and projected through the year 2037. A full explanation of how to interpret projections is included in the executive summary and at the end of the report. These projections reveal notable differences in adequacy across professions. Physicians and Physician Assistants are projected to face persistent shortages, though the gap narrows over time. In contrast APRNs are projected to maintain a surplus over the projection horizon.

Exhibit 45: Florida Total Physician Supply and Demand Projections, 2022 - 2037

For physicians, a nearly balanced demand and supply situation in 2037 is anticipated, with adequacy rising from 92% in 2022 to 98%. The number of new Physicians entering the Florida workforce starts at 5.7% of the starting supply in the first year of the projection. As the workforce grows the assumed constant number of new entrants shrinks to 4.5% of the starting supply in 2037. Retirements from the workforce initially offset just over half the number of new entrants with 3.7% of starting supply in 2022 retiring in that year.

Retirements drop to less than half of the number of new entrants, 2.2% of the starting supply in 2037. Assumed retirements and new entrants by year are summarized in Exhibit 154

Over the projection period, supply of physicians in Florida is expected to grow by 29% (or 1.9% per year) a total of 18,080 FTE Physicians under the Status Quo scenario, with projected growth over the period between 21% (or 12,820 FTE Physicians under the 10% Fewer Graduates scenario) and 37% (or 22,820 FTE Physicians) under the 10% More Graduates scenario).

Population demand for physician services under the demand Status Quo scenario is projected to increase by 21% (1.4% per year) for a total of 14,520 physician FTEs. Projected demand in the Reduced Barriers scenario increases above the status quo supply by 25% (15,740 FTE physicians) in the first year of the projection and continues to grow at 1.5% per year until it is 53% (33,250 FTE physicians) above the starting year status quo supply in the final year of the projection. Projected physician supply modeling results from all scenarios are summarized in the appendix.

PAs will continue to face significant shortages, with adequacy improving from 65% in 2022 to 75% in 2037.

The number of new PAs entering the Florida workforce starts at 8.9% of the starting supply in the first year of the projection. As the workforce grows the assumed constant number of new entrants shrinks to 6.5% of the starting supply in 2037. Retirements from the workforce initially offset approximately two thirds of the number of new entrants with 6.0% of starting supply in 2022 retiring in that year. Retirements drop to 4.9% of the starting supply in 2037. Assumed retirements and new entrants by year are summarized in Exhibit 155.

Exhibit 46: Florida Total Physician Adequacy Summary Table

Exhibit 47: Florida Total Physician Assistant Supply & Demand Projections, 2022 - 2037

Over the projection period, supply of PAs in Florida is expected to grow by 39% (or 2.6% per year) a total of 4,600 FTE PAs under the Status Quo scenario, with projected growth over the period between 30% (or 3,544 FTE PAs under the 10% Fewer Graduates scenario) and 48% (or 5,670 FTE PAs) under the 10% More Graduates scenario).

Population demand for PA services under the demand Status Quo scenario is projected to increase by 21% (1.4% per year) for a total of 3,916 PA FTEs. Projected demand in the Reduced Barriers scenario increases above the status quo supply by 74% (8,850 FTE PAs) in the first year of the projection and continues to grow at 1.5% per year until it is 114% (13,570 FTE PAs) above the starting year status quo supply in the final year of the projection. Projected PA supply modeling results from all scenarios are summarized in the appendix.

Exhibit 48: Florida Total Physician Assistant

In contrast, the APRN workforce (comprising Nurse Practitioners, Nurse Anesthetists, and Nurse Midwives) shows a clear trend of oversupply, particularly among Nurse Practitioners and Nurse Anesthetists. Nurse Practitioners, in particular, experience substantial growth in supply, which is well above demand, resulting in an improvement of adequacy from 143% in 2022 to 193% in 2037.

The number of new APRNs entering the Florida workforce starts at 9.7% of the starting supply in the first year of the projection. As the workforce grows the assumed constant number of new entrants shrinks to 6.0% of the starting supply in 2037. Retirements from the workforce initially nearly offset the number of new entrants by approximately half at 5.2% of starting supply in 2022 retiring in that year. Retirements drop to 4.0% of the starting supply in 2037.

Exhibit 49: Florida Total APRN Supply & Demand Projections, 2022 – 2037

Over the projection period, supply of APRNs in Florida is expected to grow by 65% (or 4.3% per year) a total of 25,930 FTE APRNs under the Status Quo scenario, with projected growth over the period between 53% (or 21,190 FTE RNs under the 10% Fewer Graduates scenario) and 76% (or 30,480 FTE APRNs) under the 10% More Graduates scenario).

Population demand for APRN services under the demand Status Quo scenario is projected to increase by 23% (1.5% per year) for a total of 6,630 APRN FTEs. Projected demand in the Reduced Barriers scenario is below the status quo supply by 20% (-7,810 FTE APRNS) in the

first year of the projection and remains relatively stable in comparison to supply as both projections increase over time.

As NPs makeup the majority of the APRN workforce, growth patterns for NPs are similar to APRNs overall. The number of new NPs entering the Florida workforce starts at 9.9% of the starting supply in the first year of the projection. As the workforce grows the assumed constant number of new entrants shrinks to 6.0% of the starting supply in 2037. Retirements from the workforce initially nearly offset approximately half the number of new entrants with 5.0% of starting supply in 2022 retiring in that year. Retirements drop to 3.9% of the starting supply in 2037. Assumed retirements and new entrants by year are summarized in Error! Reference source not found.

Exhibit 50: Florida Total APRN Adequacy Summary Table

51: Florida Total Nurse Practitioner Supply & Demand Projections, 2022 – 2037

Exhibit

Over the projection period, supply of NPs in Florida is expected to grow by 68% (or 4.5% per year) a total of 23,110 FTE NPs under the Status Quo scenario, with projected growth over the period between 56% (or 19,000 FTE NPs under the 10% Fewer Graduates scenario) and 80% (or 27,060 FTE NPs) under the 10% More Graduates scenario).

Population demand for NP services under the demand Status Quo scenario is projected to increase by 24% (1.6% per year) for a total of 5,760 NP FTEs. Projected demand in the Reduced Barriers scenario is below the status quo supply by 22% (-7,570 FTE NPs) in the first year of the projection and grows to a gap of -24,060 FTE NPs as supply continues to grow at a faster rate through the final year of the projection.

Exhibit 52: Florida Total Nurse Practitioner Adequacy Summary Table

Similarly, Nurse Anesthetists and Nurse Midwives also show increasing adequacy, though Nurse Midwives experience a shortfall in 2022, which is corrected by 2037.

The number of new Nurse Anesthetists entering the Florida workforce starts at 8.6% of the starting supply in the first year of the projection. As the workforce grows the assumed constant number of new entrants shrinks to 6.0% of the starting supply in 2037. Retirements from the workforce initially offset three quarters of new entrants with 6.5% of starting supply in 2022 retiring in that year. Retirements drop to 4.6% of the starting supply in 2037. Assumed retirements and new entrants by year are summarized in Exhibit 157.

Exhibit 53: Florida Nurse Anesthetists Supply & Demand Projections, 2022 - 2037

Over the projection period, supply of Nurse Anesthetists in Florida is expected to grow by 46% (or 3.1% per year) a total of 2,413 FTE Nurse Anesthetists under the Status Quo scenario, with projected growth over the period between 36% (or 1,870 FTE Nurse Anesthetists under the 10% Fewer Graduates scenario) and 56% (or 2,940 FTE Nurse Anesthetists) under the 10% More Graduates scenario).

Population demand for Nurse Anesthetist services under the demand Status Quo scenario is projected to increase by 19% (1.3% per year) for a total of 770 Nurse Anesthetists FTEs.

Projected demand in the Reduced Barriers scenario is below the status quo supply by 9% (490 FTE Nurse Anesthetists) in the first year of the projection and continues to widen to1,910 in the final year of the projection.

Exhibit 54: Florida Nurse Anesthetists Adequacy Summary Table

The number of new Nurse Midwives entering the Florida workforce starts at 9.6% of the starting supply in the first year of the projection. As the workforce grows the assumed constant number of new entrants shrinks to 6.0% of the starting supply in 2037. Retirements from the workforce initially nearly offset two thirds of new entrants with 5.9% of starting supply in 2022 retiring in that year. Retirements drop to 4.0% of the starting supply in 2037. Assumed retirements and new entrants by year are summarized in Exhibit 158

Exhibit 55: Florida Nurse Midwives Supply & Demand Projections, 2022 - 2037

Over the projection period, supply of Nurse Midwives in Florida is expected to grow by 61% (or 4.1% per year) a total of 410 FTE Nurse Midwives under the Status Quo scenario, with projected growth over the period between 48% (or 320 FTE RNs under the 10% Fewer Graduates scenario) and 71% (or 480 FTE Nurse Midwives) under the 10% More Graduates scenario).

Population demand for Nurse Midwives services under the demand Status Quo scenario is projected to increase by 12% (0.8% per year) for a total of 90 Nurse Midwives FTEs. Projected demand in the Reduced Barriers scenario increases above the status quo supply by 37%

initially (250 FTE Nurse Midwives) in the first year of the projection. However, the rapid growth of supply outpaces all demand scenarios by the end of the projection.

Exhibit 56: Florida Nurse Midwives Adequacy Summary Table

Overall, the data suggests a continued reliance on advanced practice nurses to fill healthcare gaps while addressing workforce shortages among physicians and PAs in Florida.

Specialty Category Projection Comparison

To compare professions by specialty, overall projections have been broken down into four specialty group categories. These group categories have also been used to break down the regional gap analysis. This allows for comparisons by profession of which providers are working in specialties classified as primary care, medical specialties, surgical specialties, and other specialties. Physicians have also been broken out by hospital medicine; however, this category was not available to be separated out for PAs and NPs. NPs also have a separate category group called Home/ School Health for NP specialties that don’t align with the medical model of specialty categorization. A detailed breakdown of available specialties by category available for each occupation can be found in

Exhibit 144 in the study strengths and limitations section. While this categorical breakdown has been produced to compare shortages in one occupation within a specialty category to surpluses in another occupation within the same category, this does not mean that FTEs from one occupation are a direct replacement for FTEs in another occupation. Even within the same specialty there are variations on what roles each provider plays on a care team. An example of this is the specialty of Obstetrics and Gynecology. This specialty is categorized as a surgical specialty, however while the Physicians within this specialty are surgeons, NPs and PAs working in this same specialty are likely not performing surgery as much as supporting the physician with pre- and post-natal care services that may be more aligned with primary care than surgery. Further information about the roles of different occupations within a given specialty would be needed to refine the categorical analysis.

PrimaryCare

The primary care workforce data for 2022 and 2037 highlights important trends. While physicians in primary care continue to experience a shortage, the shortfall is projected to improve slightly by 2037, with adequacy rising from 86% in 2022 to 95%.

57: Florida Physician Primary Care Supply & Demand Projections, 2022 - 2037

58: Florida Physician Primary Care Adequacy Summary Table

Exhibit
Exhibit

Physician Assistants, who face an increasing demand in primary care, continue to see a surplus, but with adequacy declining from 147% in 2022 to 134% in 2037 due to increased demand.

Exhibit 59: Florida Physician Assistant Primary Care Supply & Demand Projections, 2022 – 2037

Exhibit 60: Florida Physician Assistant Primary Care Adequacy Summary Table

Nurse Practitioners in primary care show a particularly striking trend of surplus, with adequacy growing from 234% in 2022 to 377% in 2037. This indicates a continued increase in the number of Nurse Practitioners available to meet rising demand in primary care. Overall, there is a trend of increasing supply, particularly among Nurse Practitioners and Physician Assistants, yet the physician workforce remains in short supply, though the situation improves gradually over time. The trend indicates a greater reliance on Nurse Practitioners and Physician Assistants in the primary care sector to address future needs.

Exhibit 61: Florida Nurse Practitioner Primary Care Supply & Demand Projections, 2022 – 2037

MedicalSpecialties

Physicians in medical specialties are projected to experience a slight worsening of their adequacy, as demand increases faster than the supply, causing a slight increase in the shortfall by 2037 (from -652 to -888 physicians), with adequacy declining marginally from 95% to 94%.

Exhibit 63: Florida Physician Medical Specialties Supply & Demand Projections, 20222037

Exhibit 64: Florida Physician Medical Specialties Adequacy Summary Table

Physician Assistants, who start with a severe shortage (31% adequacy in 2022), see a notable increase in supply by 2037, although their adequacy still lags at 64%. This suggests an improved but still insufficient workforce to meet growing demand.

Exhibit 65: Florida Physician Assistant Medical Specialties Supply & Demand Projections, 2022 – 2037

Nurse Practitioners show a promising trend, with adequacy improving from 73% in 2022 to 95% in 2037, reflecting the growth in supply compared to more modest increases in demand. Although shortages persist in all three professions in medical specialties, particularly in PAs, the trend towards increased supply of Nurse Practitioners offers hope for reducing workforce gaps by 2037. The data highlights an ongoing reliance on Nurse Practitioners and the need for continued expansion of Physician Assistant roles to address these shortages in medical specialties.

Exhibit 67: Florida Nurse Practitioner Medical Specialties Supply & Demand Projections, 2022 – 2037

68: Florida Nurse Practitioner Medical Specialties Adequacy Summary Table

Exhibit

SurgicalSpecialties

In surgical specialties, the data reveals distinct trends for each profession. Physicians are projected to remain in surplus, with adequacy rising from 109% in 2022 to 115% in 2037, indicating steady growth in supply that outpaces moderate increases in demand.

Exhibit 69: Florida Physician Surgical Supply Projections, 2022 - 2037

Exhibit 70: Florida Physician Surgical Adequacy Summary Table

Physician Assistants, however, face severe and persistent shortages. Starting with a concerning adequacy of 35% in 2022, their workforce shortfall worsens by 2037 due to a widening gap between supply and demand, despite modest growth in their numbers. This highlights an ongoing reliance on PAs to support surgical care, but insufficient growth to meet the demand.

Exhibit 71: Florida Physician Assistant Surgical Specialties Supply & Demand Projections, 2022 – 2037

Exhibit 72: Florida Physician Assistant Surgical Specialties Adequacy Summary Table

Conversely, Nurse Practitioners display a strong surplus, starting with an adequacy of 124% in 2022 and improving dramatically to 182% by 2037. This suggests that NPs are wellpositioned to address gaps in surgical care, although their role in surgical specialties may need optimization to complement physicians and alleviate shortages of Physician Assistants. The overall trends underscore the growing disparity in supply among the three professions, pointing to an urgent need to boost PA workforce growth while leveraging the surpluses of Physicians and Nurse Practitioners.

Exhibit 73: Florida Nurse Practitioner Surgical Specialties Supply & Demand Projections, 2022 – 2037

74: Florida Nurse

Hospitalists

Physician hospitalists in Florida face persistent shortages throughout the projection period. In 2022, supply meets only 71% of demand, leaving a shortfall of nearly 1,000 physicians. While supply is projected to grow by 35% by 2037, the demand also increases, resulting in only a marginal reduction in the shortfall. The adequacy improves modestly to 78% but remains well below optimal levels. This indicates that the growth in the physician hospitalist workforce is insufficient to keep pace with rising demand, likely driven by increasing hospital admissions and patient acuity. Addressing this shortfall will require targeted efforts, such as expanding physician training programs, enhancing retention strategies, and integrating support from other healthcare professionals like Physician Assistants and Nurse Practitioners to meet the evolving demand for hospital medicine services.

Exhibit 75: Florida Physician Hospital Medicine Supply & Demand Projections, 20222037

OtherSpecialties

Physicians experience consistent shortages, though their situation improves significantly between 2022 and 2037, with adequacy rising from 90% to 97% due to steady growth in supply.

Exhibit 77: Florida Physician Other Supply Projections, 2022 - 2037

Exhibit

78: Florida Physician Other Adequacy Summary Table

Physician Assistants, on the other hand, maintain a surplus throughout the projection period, as supply outpaces the modest increase in demand, with adequacy reaching 158% by 2037.

Exhibit 79: Florida Physician Assistant Other Specialties Supply & Demand Projections, 2022 – 2037

Exhibit 80: Florida Physician Assistant Other Specialties Adequacy Summary Table

Nurse Practitioners present the most striking trend, with an oversupply more than doubling demand. By 2037, NPs demonstrate 364% adequacy, highlighting a vast surplus. This extreme imbalance suggests that NPs may be underutilized in other settings where shortages persist, and targeted workforce strategies may be necessary to optimize role distribution across specialties. For physicians, bridging the residual shortfall will require continued efforts to grow the workforce and align supply with demand for other specialties.

Exhibit 81: Florida Nurse Practitioner Other Specialties Supply & Demand Projections, 2022 – 2037

Home/SchoolNursePractitionerSpecialties

The Home/School Specialties category for Nurse Practitioners faces persistent and significant shortages throughout the projection period. Adequacy remains low, improving marginally from 43% in 2022 to 55% in 2037, signaling that workforce expansion efforts are insufficient to meet demand growth. The widening workforce gap suggests the need for targeted recruitment, training, and incentives to attract NPs to this critical area. Without intervention, this shortage could negatively impact the accessibility and quality of care in home and school settings.

Exhibit 83: Florida Nurse Practitioner Home/ School Specialties Supply & Demand Projections, 2022 – 2037

Exhibit 84: Florida Nurse Practitioner Home/ School Specialties Adequacy Summary

Table

Strategic Planning Efforts

Projections are valuable for understanding the trajectory of provider supply and demand under various scenarios, assuming current trends persist. The Status Quo scenarios presented in this report illustrate the likely outcomes without significant intervention (ie: changes to how care is delivered such as modified scope of practice laws that allow specific provider types to offer care they may have not previously been allowed or decisions by employers in how services are offered. As well as factors that might influence how populations grow such as a pandemic that might reduce populations or political changes that might cause increased immigration.). Alternative scenarios, such as the reduced barriers demand scenario or the entrant and retirement supply scenarios, explore potential impacts of specific changes in workforce dynamics or policy interventions aimed at addressing healthcare access and equity. Policymakers aiming to close the gap between provider supply and demand may find setting specific goals necessary to meet growing healthcare needs. To eliminate the physician shortfall by 2037 under the Status Quo scenario, approximately 1,330 additional physicians would need to be added annually to the Florida workforce, beyond those already accounted for in the model. To eliminate the same shortfall in supply for PAs an additional 688 PAs would need to be added annually to the Florida workforce, beyond those already accounted for in the model. These estimates reflect a rough approximation, based on the difference between demand in 2037 and supply in 2022, divided evenly over the 15-year projection period. However, this does not account for age, specialty, or demographic factors influencing new entrants or retirements, as incorporated in the model, and is therefore likely a conservative estimate. Attrition would reduce the impact of these additional providers, further increasing the actual number needed. More rough estimates can be produced for specific scenarios by utilizing the data and tables provided in the appendix.

Regional Adequacy Gap Analysis

Regional adequacy gap analysis is a valuable tool for identifying disparities in resource distribution and pinpointing areas requiring intervention or investment. By analyzing adequacy ratios across different regions, policy makers can assess the current state of availability and equity in the supply and demand of healthcare workers, while change values over time provide a projection of how these adequacy levels are expected to evolve. When interpreting such regional values, the adequacy ratio highlights the relative workforce sufficiency in a region at a specific time, serving as a benchmark for understanding current disparities. In contrast, the adequacy change values indicate growth or decline in adequacy over time, allowing for trend analysis and forecasting future needs or challenges. Adequacy values are colored on a gradient from dark blue to dark red with grey indicating 100% adequacy in the middle. The greater the adequacy value is above 100%, the darker blue the county appears. The further below 100% adequacy a county appears the darker red the county appears. Adequacy change values are colored using the same blue to red gradient with the middle set to 0% to reflect how much a county is changing in the positive or negative direction over time. The greater the positive value is, the darker blue the county

will appear. The more negative the value is, the more negative the county will appear. Comparing two county maps for any given occupation gives a complete view showing counties that are currently underserved and unlikely to improve, as well as counties that, despite current shortages, are on track for growth. Comparing the two regional maps for the same category (ie: Physicians and NPs in primary care) enables a holistic evaluation, identifying regions that are both underserved now and unlikely to see significant improvement versus regions that, despite current deficits, are on a growth trajectory. To the extent that a region is over supplied while surrounding regions are under supplied, this is an indicator that the population in an undersupplied region is needing to travel to an over supplied region to receive care. This approach may allow policy makers to improve strategic planning, identifying areas where efforts are most needed or may have the most significant impact.

Overall Comparisons

Exhibit 85: Florida Total Physician Supply Adequacy by Region

Adequacy 2022

Adequacy Change 2022 2037

Adequacy (2022): High total adequacy in South (133%) and Northeast (113%), while the Northwest lags the rest of the state (49%).

Adequacy Change (2022-2037): Significant improvements are seen across regions, except for declines in Southeast (-5%). The largest growth is in North Central (+13%) and Northeast (+13%). The Northwest region is projected to experience the lowest growth in adequacy over the time period (+3%)

Exhibit

86: Florida Total Physician Assistant Supply Adequacy by Region

Adequacy 2022

Adequacy Change 2022 2037

Adequacy (2022): Adequacy is moderate to high in some regions, such as the Northeast (121%) and South (115%) but remains low in Northwest (22%) and North Central (41%).

Adequacy Change (2022-2037): Small but steady increases are forecast across regions, with the South (+20%) and West Central (+12%) leading improvements. Northwest (+4%) shows comparatively slow growth.

Exhibit 87: Florida Total APRN Supply Adequacy by Region

Adequacy 2022

Adequacy Change 2022- 2037

Adequacy (2022): High adequacy in the South for both APRNs (216%) and NPs (229%), with Northeast and West Central also showing favorable values.

Adequacy Change (2022-2037): Significant increases expected across all regions, led by the South (+95% for APRNs, +101%for NPs), while Southeast and Southwest exhibit the slowest improvement.

88: Florida Total Nurse Practitioner Supply Adequacy by Region

Exhibit

Exhibit

89: Florida Total Nurse Midwives Supply Adequacy by Region

Adequacy 2022

Adequacy Change 2022- 2037

Adequacy (2022): Generally moderate to low, with the highest in Northeast (105%) and Northwest (92%). The lowest values are in the Southwest (78%).

Adequacy Change (2022-2037): Unlike physicians, exceptional growth is anticipated in the Northwest (+66%). Large growth also expected in the West Central (+54%), and Northeast (+39%). In contrast, the Southwest will see a decline (-6%), indicating possible challenges for Nurse Midwives in this region.

90: Florida Total Nurse Anesthetists Supply Adequacy by Region

Adequacy (2022): The South (173%) leads significantly, followed by Northwest (148%) and Northeast (135%). Adequacy in Southeast and Southwest hovers just over 100, showing moderate sufficiency.

Adequacy Change (2022-2037): High projected growth in the South (+69%), Northeast (+27%), and Northwest (+21%) contrasts with slower increases in regions like North Central (+3%) and Southwest (+3%).

Exhibit
Adequacy 2022
Adequacy Change 2022 2037

Categorical Comparisons

PrimaryCare

Exhibit 91: Florida Primary Care Physician Supply Adequacy by Region

Adequacy 2022

Adequacy Change 2022 2037

Adequacy (2022): Balanced adequacy with the highest levels in the Northeast (97%) and South (113%). Northwest trails with lower adequacy (58%).

Adequacy Change (2022-2037): Positive growth is predicted across all regions, with sharp gains in the North Central (+16%) and South (+14%). The Southeast region shows modest improvement (+1%), contrasting with higher growth in most other regions.

92: Florida Primary Care Physician Assistant Supply Adequacy by Region

Adequacy (2022): High adequacy in certain regions, led by the Northeast (348%) and South (292%). By contrast, Northwest (45%) shows critically low adequacy than the rest of the state.

Adequacy Change (2022-2037): Declines are anticipated in all regions, with the most significant drops projected in the Northeast (-46%), Southwest (-32%), and South (-26%). Northwest (-2%) faces the smallest decline but starts from the lowest adequacy level.

Exhibit
Adequacy 2022
Adequacy Change 2022 2037

93: Florida Primary Care Nurse Practitioner Supply Adequacy by Region

Adequacy 2022

Adequacy Change 2022 2037

Adequacy (2022): High adequacy overall, with South (312%) and Northeast (204%) at the top, while Northwest (101%) and Southwest (146%) rank lowest.

Adequacy Change (2022-2037): Significant projected growth, especially in the South (+138%), Northeast (+57%), and Southeast (+45%), signaling improving equity across most regions.

Exhibit

Exhibit 94: Florida Medical Specialty Physician Supply Adequacy by Region

Adequacy 2022

Adequacy Change 2022- 2037

Adequacy (2022): Adequacy is consistently high in the Northeast (132%), South (151%), and Southeast (93%), while it is much lower in the Northwest region (39%).

Adequacy Change (2022-2037): Limited growth or declines are observed, with a significant negative shift in the Southeast (-13%). The Northwest sees moderate growth (+5%), but adequacy remains far below other regions. Incremental improvements in Central, Southwest and West Central are expected.

95: Florida Medical Specialty Physician Assistant Supply Adequacy by Region

Adequacy 2022

Adequacy Change 2022- 2037

Adequacy (2022): Generally low adequacy across all regions, with the Northeast (67%) and South (62%) showing relatively higher ratios. Northwest (14%), North Central (21%), and East Central (32%) exhibit the lowest adequacy regions.

Adequacy Change (2022-2037): Strong positive growth is predicted in all regions, with the South (+70%) and Northeast (+49%) leading improvements. However, Northwest (+15%) may see only minimal growth relative to its current low adequacy.

Exhibit

96: Florida Medical Specialty Nurse Practitioner Supply Adequacy by Region

Change 2022- 2037

Adequacy (2022): Generally low adequacy across all regions, with the South (115%) showing the highest ratio and Northwest (54%) and Southeast (54%) lagging significantly.

Adequacy Change (2022-2037): Strong positive growth is predicted across all regions, led by the South (+41%) and Northeast (+30%). Regions like Southeast (+12%) and Southwest (+14%) are projected to see less improvement.

Exhibit
Adequacy 2022
Adequacy

SurgicalSpecialties

Exhibit 97: Florida Surgical Specialties Physician Supply Adequacy by Region

Adequacy 2022

Adequacy Change 2022- 2037

Adequacy (2022): Leading in the South (162%) and Southeast (113%), with Northwest reporting the lowest value (65%).

Adequacy Change (2022-2037): Sharp increases are anticipated in Northeast (+23%) and South (+15%). However, declines are likely in the Southeast (-8%) and no change expected in the Northwest.

98: Florida Surgical Specialties Physician Assistant Supply Adequacy by Region

Adequacy (2022): Low adequacy across all regions, though the South (63%) and Northeast (58%) perform relatively better. Northwest (12%) and North Central (22%) represent particularly underserved areas.

Adequacy Change (2022-2037): Minimal improvement is expected overall, with the West Central (+5%) and North Central (+4%) showing the largest gains. The Northwest (+0.14) is predicted to see negligible growth, further straining resources.

Exhibit
Adequacy 2022
Adequacy Change 2022 2037

99: Florida Surgical Specialties Nurse Practitioner Supply Adequacy by Region

Adequacy (2022): High adequacy in the South (204%) but significantly lower in other regions, especially the Southwest (78%) and Northwest (116%).

Adequacy Change (2022-2037): Strong growth across most regions, led by South (+120%) and Northeast (+62%), though the Southwest will experience higher growth than other regions (+44%) it still lags in comparison of total growth by the end of the projection period.

Exhibit
Adequacy 2022
Adequacy Change 2022 2037

Hospitalists

Exhibit 100: Florida Hospitalist Physician Supply Adequacy by Region

Adequacy 2022

Adequacy Change 2022- 2037

Adequacy (2022): Relatively high adequacy in the Northeast (145%) and South (167%), with the lowest ratios in the North Central (49%) and Northwest (19%).

Adequacy Change (2022-2037): Modest growth is anticipated across most regions except the Northwest (-0.36%) and Southeast (-13%), signaling potential stress in these two regions despite starting from different adequacy levels. The largest improvement is expected in the Southwest (18%).

OtherSpecialties

Exhibit 101: Florida Other Specialties Physician Supply Adequacy by Region

Adequacy 2022

Adequacy Change 2022- 2037

Adequacy (2022): High adequacy exists in regions like Northeast (108%) and South (128%), while the Northwest (52%) lags significantly.

Adequacy Change (2022-2037): Substantial improvement is expected across regions, particularly in North Central (+16%) and Northeast (+14%). Growth in the Southeast (-3%) is negative, contrasting with consistent improvements elsewhere.

102: Florida Other Specialties Physician Assistant Supply Adequacy by Region

Adequacy (2022): Moderate to high adequacy ratios are evident, especially in the Northeast (189%) and South (150%). Northwest (53%) has the lowest ratio, indicating a relative insufficiency in this category.

Adequacy Change (2022-2037): All regions are expected to grow significantly, with the South (+58%), Northeast (+56%), and North Central (+44%) leading the way. The Northwest (+16%) continues to lag in improvement.

Exhibit
Adequacy 2022
Adequacy Change 2022- 2037

103: Florida Other Specialties Nurse Practitioner Supply Adequacy by Region

Adequacy (2022): Especially high adequacy across all regions, especially in South (349%) and North Central (245%), underscoring relative abundance for this category.

Adequacy Change (2022-2037): Substantial growth across all regions, with the South (+192%), Northwest (+120%), and Southeast (+107%) seeing the most dramatic increases.

Exhibit
Adequacy 2022
Adequacy Change 2022- 2037

Home/SchoolNursePractitionerSpecialties

Exhibit 104: Florida Home/ School Nurse Practitioner Supply Adequacy by Region

Adequacy 2022

Adequacy Change 2022- 2037

Adequacy (2022): Extremely low adequacy across all regions, with the South (80%) showing higher relative sufficiency, while Southeast (22%) is critically underserved.

Adequacy Change (2022-2037): Slow improvements expected overall, with the South (+3%) leading. Regions like Northwest (-4%) may worsen further.

Regional

Comparison Tables

Adequacy 2022

Physician adequacy in 2022 varies significantly by region and category, with consistently strong performance in the Northeast and South, whereas the Northwest often reports the lowest ratios. Over time (2022-2037), regions like North Central, Northeast, and South will see broad improvements in physician adequacy, reflecting proactive supply growth or higher demand alignment. Meanwhile, the Southeast region displays repeated patterns of negative or flat growth across multiple categories, indicating potential shortages or stagnation without intervention. Each specialty follows unique regional patterns, though common disparities between high-performing (South/Northeast) and struggling (Northwest) regions persist.

The Physician Assistant workforce in 2022 demonstrates strengths in areas like "Other" and Primary Care in high-demand regions like Northeast and South. However, significant deficiencies persist in specialties like Surgery and in underserved regions like Northwest. The projected trends suggest growth in Medical Specialties and the "Other" category, aligning with evolving healthcare needs, but declining adequacy in Primary Care indicates potential challenges in maintaining PA presence in this critical domain. While PAs provide valuable contributions, their roles are notably distinct from APRNs, who show stronger adequacy and growth across most categories. Regional disparities remain pronounced, emphasizing the need for targeted strategies to improve utilization and distribution, particularly in underserved areas and underrepresented specialties.

The APRN adequacy analysis reveals clear disparities, with the South consistently outperforming other regions in 2022 adequacy and projected growth through 2037. Highgrowth areas like South and Northeast will continue to benefit from significant investments or demand fulfillment, whereas regions like Southeast and Southwest face slower

Exhibit 105: Physician Regional Comparison Supply Adequacy 2022
Exhibit 106: Physician Assistant Regional Comparison Supply Adequacy 2022

improvement or stagnation for specific categories. Overall, the data indicates promising upward trends in APRN adequacy nationwide, though focused interventions may be needed to address regional lags, particularly in categories of Home/ School Setting and for Nurse Midwives in underserved areas.

Exhibit 107: APRN Regional Comparison Supply Adequacy 2022

Adequacy Change 2022- 2037

Exhibit 108: Overall Comparison Summary Table Supply Adequacy by Region, 2022

2037

Exhibit

109: Specialty Category Comparison Summary Table Supply Adequacy by Region, 2022 – 2037

Physician

Physician Assistant

Nurse Practitioners

Physician/ PA /APRN Discussion

This section covers the implications of projected workforce trends for Physicians PAs and APRNs in Florida, spanning 2022 to 2037. By examining the key findings, regional variations, and broader workforce dynamics, the analysis provides critical insights into the adequacy of the workforce supply to meet future healthcare demands. These projections highlight both promising developments, such as steady APRN growth, and challenges, including significant specialty shortages. The findings serve as a foundation for exploring policy interventions and strategies to ensure an equitable and sufficient health workforce statewide.

Key Findings and Implications

PhysicianWorkforce

• Projected Stability with Regional Disparities: The physician workforce is expected to maintain a stable adequacy ratio of between 92% up to 98% through 2037, reflecting a near equilibrium between supply and demand. However, some regions are projected to face persistent gaps, particularly in rural areas. High total adequacy in South (133%) and Northeast (113%), while the Northwest lags behind the rest of the state (49%). Varying improvements are seen across regions over the projection period, except for declines in Southeast (-5%)

• Variable stability by Physician Specialty: Despite projected stability, adequacy varies by specialty. Hospitalists are estimated to have the lowest adequacy while supply of surgical specialties is most adequate in comparison to expected demand.

Physician Assistant (PA) Workforce

• Anticipated Declines in Adequacy: The PA workforce, particularly is projected to see adequacy ratios increase from 65% to 75% over the projection period. However, PAs in primary care roles are anticipated to maintain strong adequacy with 147% adequacy in 2022 and falling to just 134% by 2037.

• Regional Supply Gaps Widen: The Northwest and other rural regions are expected to experience the steepest declines in PA adequacy, underscoring the need for targeted efforts to expand PA deployment in underserved areas.

AdvancedPracticeRegisteredNurse(APRN)Workforce

• Projected Growth Across Roles: The APRN workforce, including nurse practitioners, nurse anesthetists, and nurse midwives, is projected to grow steadily, maintaining the highest adequacy ratios over the projection period.

• Regional Disparities Persist: Despite strong overall adequacy, certain rural and underserved regions are likely to face localized shortages, particularly for nurse anesthetists and midwives.

• Growing Role in Healthcare Delivery: APRNs are expected to play an increasingly critical role in addressing workforce gaps, particularly as physician shortages become more pronounced in some specialties.

Comparison to 2019 Physician and APRN Projections for the Florida Hospital Association

In 2019 the GlobalData health workforce consulting team, under previous ownership of IHS Markit produced projections of Florida’s Physician and APRN workforce for the Florida Hospital Association. The same modeling process and sources were utilized in that analysis as have been used in this current projection. Although modeling methods continue to be refined over time and sources have been updated to the most recent available at the time of the projections. Comparing previous projection modeling to current allows for analysis of how workforce growth has continued in expected ways and changed in unexpected ones over the past three years.

Exhibit 110: Florida Total Physician Projection Comparison 2019 to 2022

Exhibit

Supply of physicians in Florida in 2022 has grown 12% faster than anticipated in 2019. There are 6,830 more physicians in the 2022 starting supply of the physician workforce in the current projection than there were anticipated to be in the 2019 projection . This is due to known population growth occurring at a faster than anticipated rate in the state of Florida over the pandemic time-period bringing with it additional physicians into the workforce. These physicians are also younger than those in the Physician workforce in 2019, which has caused the trajectory of growth into the future to increase anticipated physician workforce supply in 2035 by 36% (20,745) more than anticipated in the previous projection. Demand also increased by 12% above where it was projected to be in 2019. This increase is maintained across the projection horizon to 2035.

Exhibit 112: Florida Nurse Practitioner Projection Comparison 2019 to 2022

Exhibit 113: Florida Nurse Practitioner Projection Variation, Previous and Current Projection

The supply of NPs in Florida has increased slightly more than anticipated in 2019 (3% or 1,015 FTEs more than anticipated in 2019) and is expected to follow the same growth pattern as previous anticipated. Demand however has shrunk by 30% from where it was anticipated to be in 2019 but the same slope in future growth is expected to be maintained. This shift in demand was caused by improvements made to modeling by the addition of data from FCN surveys as well as updates to the sources utilized and assumption made to model demand for nurse practitioners over time.

Exhibit 114: Florida Nurse Anesthetists Projection Comparison 2019 to 2022

Exhibit 115: Florida Nurse Anesthetists Projection Variation, Previous and Current Projection

The supply of Nurse Anesthetists in Florida has also increased significantly since the 2019 projection (145% or 3,099 FTEs over what was anticipated in 2022). Demand in comparison has increased but only by 14% (483 FTEs) above where it was anticipated to be in 2019. The rate of growth in supply and demand has not changed significantly between the projections.

Exhibit 116: Florida Nurse Midwives Projection Comparison 2019 to 2022

A similar pattern occurs for nurse midwives to that of nurse anesthetists. Supply has increased above where it was anticipated to be in 2019 by 146% (415 FTEs) while demand has increased by 12% (84 FTEs) since 2019. Supply and demand maintain similar growth rates in the current projection to the previous.

Chapter 4- Florida Health Care Workforce Projections

2022-2037: Supply and Demand Trends for Pharmacy and Allied Health Occupations

Pharmacy and Allied Health Occupations Chapter

Summary

This chapter examines the projected supply and demand for the pharmacy, allied health, and nursing assistant workforce in Florida from 2022 to 2037, revealing key trends and challenges that vary across occupational categories and regions.

Pharmacy Workforce

• Pharmacists: Florida is facing an initial shortage of pharmacists, with 93.5% supply adequacy in 2022. Supply is expected to decline slightly by 1.8%, while demand grows by 23.4%, resulting in worsening shortages by 2037 (74.5% adequacy). Regions such as East Central, North Central, and Southeast are projected to experience the most significant declines.

• Pharmacy Technicians: Supply of pharmacy technicians significantly exceeds demand (156.3% adequacy in 2022) and is projected to grow, reaching 200.2% adequacy by 2037. Regional variations show consistent surpluses, with the South and East Central regions seeing the largest gains.

• Overall Implications: Despite a surplus of pharmacy technicians, their limited ability to substitute for pharmacists due to education and practice requirements underscores the persistent pharmacist shortage.

Allied Health Workforce

• Physical and Occupational Therapists: Both professions face statewide shortages in 2022, with demand growth outpacing supply. Supply adequacy for physical therapists and occupational therapists is projected to decline further, with no region achieving adequacy by 2037 except for slight improvements in the Northwest.

• Respiratory Therapists: This workforce faces the most critical shortages, with a statewide adequacy of 39% by 2037 as demand growth (35%) significantly outpaces minimal supply increases (3.2%). The South and Southeast regions are projected to face the greatest strain.

• Overall Implications: Allied health professions are under strain, with respiratory therapists facing the most severe challenges due to the initial shortfall and sharp increases in demand.

Nursing Assistants

• 2022 Supply Adequacy: Nursing assistant supply initially exceeds demand statewide in 2022, except for deficits in the Northwest and Southwest regions.

• Projected Trends: A significant decline in supply, coupled with rapid demand growth, will result in statewide shortages by 2026. By 2037, all regions except North Central will face deficits.

• Overall Implications: The projected decline in nursing assistant supply highlights the urgency for strategies to address high attrition rates and meet growing care needs.

Pharmacy and Allied Health Occupations Methodology

Supply Modeling

The Health Workforce Supply Model creates supply projections by profession using prediction equations and probabilities to simulate career progression decisions for each healthcare provider working in Florida. The major components are: (1) estimating the size and characteristics of the starting year supply; (2) modeling the number and characteristics of new healthcare providers to Florida’s workforce; (3) modeling the labor force participation rate and weekly hours worked for those in the workforce; and (4) modeling attrition from the workforce—including individuals who retire and those who move out of state and providers moving transitioning to an occupation outside of their current field. Using simulation during each subsequent year of modeling, an individuals’ age increases by one-year, weekly hours worked, and retirement probabilities are calculated for these new ages, new entrants are added to the workforce, and attrition is subtracted from the workforce. The methods and assumptions used throughout this process are summarized in this section, with additional details described elsewhere.10

Developing Starting Supply

Licensure files maintained by the Florida Department of Health (Florida DOH) serves as the basis for both starting supply and new entrants for modeling of pharmacists, pharmacy technicians, physical therapists, occupational therapists, respiratory therapists, and nursing assistants. The licensure data contains complete or nearly complete information on age, sex, race/ethnicity, original license date, and practice location. These factors (especially age) are important for supply modeling as labor force participation, hours worked, and retirement probabilities are correlated with demographics and clinician experience.

The process for determining starting supply is standardized across the occupations of interest for this report and is summarized in Exhibit 118. The initial licensure data contained information on approximately 17 different occupations group; therefore, the first step in the process was to filter for the occupations of interest (pharmacists, pharmacy technicians, physical therapists, occupational therapists, respiratory therapists, and nursing assistants). Next, individuals listed as having an out of state practice address were removed from the data. Followed by removing duplicates based on license number. The licensure data contained information on an individual’s primary and secondary active status which was then used to remove individuals who were not presently able to practice in the state of Florida (i.e. license status listed as retired, expired, delinquent, deceased, etc.). Individuals younger than 20 and older than 74 were removed from analysis, as it is likely that individuals older than 74 are maintaining licensure without actively practicing. Finally, labor force participation rates are applied using ACS estimates as a proxy, as this information

was not available in the licensure data. These steps complete the process to derive our starting supply headcount and our starting supply FTE figures.

Exhibit 118: Starting Supply Determination by Occupation

The age distribution of the starting supply is depicted in Exhibit 119. Pharmacy technicians, pharmacists and occupational therapists are predominately below the age of 50, while respiratory therapists, physical therapists and respiratory therapists skew slightly older in comparison.

Exhibit 119: Age Distribution of Florida’s Active Health Workforce

Source: Analysis of Florida DOH licensure data

Supply Modeling Inputs

Collaboration with state licensing boards and entities collecting supplementary survey data linked to health professional licensing is crucial for providing high-quality supply modeling and producing useful information for policymakers. Microsimulation modeling is most accurate when actual persons are the unit of analysis so that each person’s unique individual combination of characteristics can be modeled based on the combination of probabilities applied to individuals in the categories applicable to each person in each year of the projection. Ultimately, the model generates aggregated FTEs which are reported at a geographic level where total FTEs is above a specified threshold.

Modeling the supply of health workers over time requires an estimate of the number of professionals actively working in the state of Florida, along with eight variables that describe the workforce characteristics of these professionals. Where these variables are unavailable at the individual unit level a synthetic population must be created using distributions of the workforce population by each categorical modeling variable from a sample survey source to run the projection.

Exhibit 120 summarizes key variables used in supply modeling and the data source utilized for modeling the nursing workforce in the state of Florida.

Exhibit 120: Sources Used to Model Florida’s Health Workforce Supply

Supply Variable Source

Age Age is derived from birthdate in licensure files received from FDH.

Gender Gender is available in licensure files received from FDH.

Attrition

Entrants

Retirement patterns are derived from the 2018-2022 ACS for all occupations of interest in this report. Career change probabilities for individuals under the age of 50 are derived from Current Population Survey (CPS) analyses. Out migration probabilities are derived from 2018-2022 ACS.

Date first licensed in the state can be used to identify new entrants not distinguishing between new graduates and experienced health professionals moving from another state.

Location

Specialty

Work Status

Licensure files contain information on both mailing and practice addresses, where practice address is the primary source for modeling. We model at the county level and cases where practice address is not available, we then use mailing address. If neither are available, location information is sampled from the available information to complete the dataset.

Florida DOH licensure file contains information on occupation title.

Licensure file provided by Florida DOH contains information on primary and secondary license status to determine who holds an active license. Labor force participation rates are derived from the 2018-2022 ACS.

Hours Worked Hours worked patterns are derived from the 2018-2022 ACS.

New Entrants to the Florida Health Workforce

The Health Workforce Supply Model adds new entrants for each year over the projection period (2022-2037). The number and characteristics of these workers is assumed to be constant across the projection horizon and is summarized in Exhibit 121.

Exhibit 121: Number and Characteristics of Annual New Entrants

Source: Analysis of Florida DOH licensure file for individuals licensed from January 2021 through January 2024.

Using the year a license was issued in the Florida DOH licensure data, the number of annual new entrants to each occupation was estimated as the average annual number of new licenses issued from January 2021 through January 2024. This results in a total new entrant count of 1,130 pharmacists, 6,240 pharmacy technicians, 1,040 physical therapists, 750 occupational therapists, 630 respiratory therapists, and 9,750 certified nursing assistants. New entrants of all occupations of interest are predominately female, and age distributions skew younger for new entrants of occupations with less barriers to entry (pharmacy technician and nursing assistants). These demographic distributions and new entrant counts remain constant when projecting into the future under the Status Quo scenario.

Labor Force Participation and Attrition

For individuals aged 50 and above, retirement patterns for all occupations of interest are derived from the 2018-2022 ACS. Probability of retiring is based on the age of the health care provider. As the modeling process progresses from year to year, an individual’s probability of retiring will change based on his or her new age. This probability generally increases with age. Exhibit 122 details the probability that a healthcare provider aged 50 remains active over time.

Exhibit

122:

Probability of Clinician Aged 50 Remains Active Over Time, by Occupation

Probability Active in Workforce

Pharmacists

Pharmacy Technicians

Physical Therapists Occupational Therapists

Respiratory Therapists Nursing Assistants

Source: Analysis of 2018-2022 ACS

For individuals aged 49 and below, career change estimates derived from a separate analysis using Current Population Survey (CPS) and Economic Supplement (ASEC) data from 2011 to 2023 were used, excluding 2020 due to COVID-19. The analysis derived the probability that an individual will exit their careers from one year to the next. Exhibit 123 provides the attrition probabilities of individuals below the age of 50 for the relevant occupations. Nursing assistants were not included in the initial analysis as data on this occupation was not available. So career change probabilities of licensed practical nurses have been used as a proxy.

Exhibit 123: Attrition Estimates for Individuals Aged 49 and Below, by Occupation

Migration probabilities are calculated from prediction equations based on age, race/ethnicity, and sex using 2018-2022 ACS data for all occupations of interest and specifically account for the number of healthcare providers leaving Florida each year. Inmigration is also accounted for in the model, but in-migrating individuals are tracked as new entrants to the Florida health workforce.

Hours Worked Patterns

Hours worked patterns are derived from 2018-2022 ACS data at the national level and applied to the demographics of the Florida health workforce. Exhibit 124 details the average hours worked by occupation age group. The occupations of interest follow a similar trend with the majority working between 35-40 hours per week, with a decline in average hours worked starting around the ages of 55-59.

Exhibit 124: Average Hours Worked Per Week of Florida’s Active Health Workforce by Specialty

Source: Analysis of Florida DOH licensure data

Supply Scenarios Modeled

The supply modeling described above reflects the modeling assumptions for the Status Quo scenario. Several alternative scenarios were modeled to account for uncertainties in future health workforce patterns. Two scenarios reflecting changing retirement patterns were modeled the Early Retirement scenario, reflecting individuals’ attrition choices as if they were two years older than their current age, and the Delayed Retirement scenario, reflecting individuals’ attrition choices as if they were two years younger than their current age. The former scenario could reflect the possible impact of worsening provider burnout, and the latter could reflect the possible results of efforts by employers to retain senior staff. Similarly, two scenarios were modeled that assume alternately a 10% increase and a 10% decrease in annual new entrants entering the workforce projected into the future (named the 10% More Entrants and 10% Fewer Entrants scenarios, respectively). The former scenario could reflect, for example, the impact of increased efforts within the state to attract and recruit new healthcare workers to the profession, while the latter could reflect the impact of decreased desirability of working in healthcare in the wake of unenviable working conditions.

Pharmacy and Allied Health Occupations Findings

This section outlines the projected trends in Florida's pharmacy, allied health, and nursing assistant workforce from 2022 to 2037, highlighting distinct challenges and opportunities for pharmacists, pharmacy technicians, physical therapists, occupational therapists, respiratory therapists, and nursing assistants.

The pharmacy workforce has conflicting projections of supply adequacy with a starting year shortfall of 1,790 (-7.5%) pharmacists that is expected to worsen over time and a starting year surplus of 17,050 (56.3%) pharmacy technicians with projected growth in supply adequacy. All allied health professions are estimated to have starting year deficits that are projected to worsen over time. While nursing assistants have an estimated initial surplus that is projected to worsen over time with a deficit projected by 2026 and continuing to worsen over the projection period.

Supply and Demand Projections

Pharmacy Supply and Demand Projections

Estimated starting year supply of pharmacists is 25,630 FTEs. Under the Status Quo scenario, the assumed number of new entrants is 1,130 pharmacists which remains constant over the projection period. Initially, new entrants comprise 4.4% of the pharmacist workforce and remain relatively constant, with new entrants comprising 4.5% of the pharmacist workforce by 2037. Expected retirement rates as a percentage of pharmacist supply decreases over the projection period starting from 5.0% (1,270 FTEs) in 2022 to 4.3% (1,090 FTEs) by 2037.

Over the projection period, supply of pharmacists in Florida is expected to decline by 1.8% (450 FTEs) from 25,630 FTEs to 25,180 FTEs by 2037 under the Status Quo scenario. Projections vary by scenario with highest growth in the More Entrants scenario (2.9% or 750 FTEs) and lowest in the Fewer Entrants scenario (-6.4% or -1,630 FTEs). Scenarios around retirement have less variation, with a projected growth of 1.4% (370 FTEs) in the Late Retirement scenario and -5.5% (-1,420 FTEs) in the Early Retirement scenario.

Starting year demand of pharmacists is 27,420 FTEs under the Status Quo scenario and is projected to increase 23% (6,400 FTEs) by 2037 for a final demand estimate of 33,820 FTE pharmacists. Under the Reduced Barriers scenario, starting year demand increases by 13% (3,440 FTEs) for a total demand of 30,860 FTEs. By 2037, projected demand under the Reduced Barriers scenario is expected to increase by 24%, or 4,550 FTEs, for a total projected demand of 38,380 by 2037.

Supply adequacy, defined as the ratio of supply over demand, reflects the extent that estimated supply is adequate to meet estimated demand. Under the Status Quo scenarios for supply and demand, supply adequacy is initially 93% in 2022 and declines to 74% by 2037. Projected pharmacist supply and demand modeling results from all scenarios are summarized in the appendix.

125: Florida Pharmacists Supply & Demand Projections, 2022 – 2037

Exhibit
Exhibit 126: Florida Pharmacists Adequacy Summary Table
Quo)

The estimated initial supply of pharmacy technicians in Florida is 47,270 full-time equivalents (FTEs). In the Status Quo scenario, the annual number of new entrants is assumed to remain constant at 6,240 FTEs throughout the projection period. Initially, new entrants constitute 13.2% of the pharmacy technician workforce; however, this percentage is projected to decline over time, reaching 8.4% by 2037. Retirement rates, expressed as a percentage of total supply, are expected to decrease from 7.5% (3,540 FTEs) in 2022 to 6.5% by 2037, with the absolute number of retirements rising by 1,310 to a total of 4,850 individuals.

Over the projection period, the total supply of pharmacy technicians in Florida is anticipated to grow by 57% (27,180 FTEs), increasing from 47,330 FTEs in 2022 to 74,500 FTEs by 2037 under the Status Quo scenario. Variations in growth rates are observed across different scenarios: the More Entrants scenario predicts the highest growth of 69% (32,860 FTEs), while the Fewer Entrants scenario projects the lowest growth of 46% (21,720 FTEs).

Retirement-related scenarios show less variation, with growth rates of 58% (27,580 FTEs) under the Late Retirement scenario and 57% (26,730 FTEs) under the Early Retirement scenario.

The initial demand for pharmacy technicians in Florida is estimated at 30,280 FTEs in 2022 under the Status Quo scenario. This demand is projected to increase by 23% (6,930 FTEs) to reach 37,210 FTEs by 2037. Under the Reduced Barriers scenario, the starting demand increases by 14% (4,360 FTEs), reaching 34,640 FTEs, with further projected growth of 24% (5,730 FTEs) by 2037.

Supply adequacy, defined as the ratio of supply to demand, reflects the alignment between available supply and workforce needs. Under Status Quo conditions for supply and demand, supply adequacy is projected to increase from 156% in 2022 to 200% by 2037. Detailed results of the pharmacy technician supply and demand projections across all scenarios are provided in the appendix.

Exhibit 127: Florida Pharmacy Technicians Supply & Demand Projections, 2022 – 2037

Exhibit 128: Florida Pharmacy Technicians Adequacy Summary Table

Allied Health Supply and Demand Projections

The estimated starting supply of physical therapists in Florida is 16,790 full-time equivalents (FTEs) in 2022. Under the Status Quo scenario, the annual number of new entrants is assumed to remain constant at 1,040 FTEs throughout the projection period. Initially, new entrants account for 6.1% of the physical therapist workforce, decreasing slightly to 5.5% by 2037. Retirement rates as a percentage of total supply are projected to decline from 5.1% (860 FTEs) in 2022 to 4.7% (890 FTEs) by 2037.

Over the projection period, the supply of physical therapists in Florida is expected to grow by 12% (2,080 FTEs), increasing from 16,970 FTEs in 2022 to 19,040 FTEs by 2037 under the Status Quo scenario. Growth varies across scenarios, with the More Entrants scenario projecting the highest increase of 19% (3,170 FTEs) and the Fewer Entrants scenario projecting the lowest growth of 5% (900 FTEs). Variations in retirement scenarios are less pronounced, with supply expected to grow by 15% (2,60 FTEs) in the Late Retirement scenario and 8.3% (1,400 FTEs) in the Early Retirement scenario.

Demand for physical therapists is projected to rise over the same period. Starting at 24,410 FTEs in 2022 under the Status Quo scenario, demand is expected to increase by 26% (6,270 FTEs), reaching 30,690 FTEs by 2037. Under the Reduced Barriers scenario, initial demand increases by 10% (2,450 FTEs) to 26,860 FTEs, with further projected growth of 27% (3,300 FTEs) by 2037, culminating in a total demand of 33,980 FTEs.

Supply adequacy, defined as the ratio of supply to demand, illustrates the extent to which the physical therapist workforce is sufficient to meet projected needs. Under the Status Quo supply and demand scenarios, supply adequacy is estimated at 70% in 2022 and is projected to decline to 62% by 2037. A detailed summary of physical therapist supply and demand projections under all scenarios is provided in the appendix.

Exhibit 129: Florida Physical Therapists Supply & Demand Projections, 2022 - 2037

Exhibit 130: Florida Physical Therapists Adequacy Summary Table

The estimated initial supply of occupational therapists in Florida is 9,940 full-time equivalents (FTEs) in 2022. Under the Status Quo scenario, the annual number of new entrants is assumed to remain constant at 750 FTEs over the projection period. New entrants initially represent 7.5% of the occupational therapist workforce, decreasing slightly to 6.4% by 2037. Retirement rates as a percentage of total supply are expected to decline from 5.8% (580 FTEs) in 2022 to 5.1% (590 FTEs) by 2037.

The supply of occupational therapists in Florida is projected to grow by 18% (1,780 FTEs) over the projection period, increasing from 9,940 FTEs in 2022 to 11,720 FTEs by 2037 under the Status Quo scenario. Growth varies across scenarios, with the More Entrants scenario predicting the highest growth of 25% (2,460 FTEs) and the Fewer Entrants scenario projecting the lowest growth of 10% (1000 FTEs). Retirement-related scenarios show less variation, with supply growth of 21% (2,040 FTEs) in the Late Retirement scenario and 15% (1,440 FTEs) in the Early Retirement scenario.

Demand for occupational therapists in Florida is projected to increase over the same period. Starting at 13,050 FTEs in 2022 under the Status Quo scenario, demand is expected to rise by 26% (3,440 FTEs), reaching 16,490 FTEs by 2037. Under the Reduced Barriers scenario, initial demand increases by 6.1% (792 FTEs) to 13,840 FTEs, with further growth of 27% (3,720 FTEs) by 2037, culminating in a total demand of 17,560 FTEs.

Supply adequacy, defined as the ratio of supply to demand, reflects the extent to which the occupational therapist workforce meets projected needs of Floridians based on national average levels of care. Under Status Quo conditions, supply adequacy is estimated at 76% in 2022 and declines to 71% by 2037. A comprehensive summary of occupational therapist supply and demand projections under all scenarios is provided in the appendix.

Exhibit 131: Florida Occupational Therapists Supply & Demand Projections, 2022 - 2037

Exhibit 132: Florida Occupational Therapists Adequacy Summary Table

The estimated initial supply of respiratory therapists in Florida is 11,943 full-time equivalents (FTEs) in 2022. Under the Status Quo scenario, the annual number of new entrants remains constant at 630 FTEs throughout the projection period. Initially, new entrants constitute 5.3% of the respiratory therapist workforce, with this proportion declining slightly to 5.1% by 2037. Retirement rates, expressed as a percentage of total supply, are projected to decrease from 5.1% (610 FTEs) in 2022 to 4.5% (560 FTEs) by 2037.

Over the projection period, the supply of respiratory therapists is anticipated to increase modestly by 3% (380 FTEs), rising from 11,940 FTEs in 2022 to 12,700 FTEs in 2037 under the Status Quo scenario. Alternative scenarios reveal varying growth trajectories. The More Entrants scenario projects the highest growth at 9% (1,220 FTEs), whereas the Fewer Entrants scenario forecasts a decline of 3% (-350 FTEs). Retirement-related scenarios show less variability, with a supply increase of 6% (750 FTEs) under the Late Retirement scenario and a slight decrease of 0.5% (-62 FTEs) under the Early Retirement scenario.

Demand for respiratory therapists is projected to grow significantly. Starting at 19,460 FTEs in 2022 under the Status Quo scenario, demand is expected to increase by 35% (6,810 FTEs), reaching 26,260 FTEs by 2037. The Reduced Barriers scenario increases initial demand by 3% (500 FTEs) to 19,950 FTEs, with a subsequent increase of 36% (7,180 FTEs) by 2037, resulting in a total demand of 27,130 FTEs.

Supply adequacy, defined as the ratio of supply to demand, reflects the extent to which the workforce can meet projected needs. Under the Status Quo scenario, supply adequacy is estimated at 61% in 2022 and declines to 47% by 2037. Detailed projections for all scenarios are summarized in the appendix.

Exhibit 133: Florida Respiratory Therapists Supply & Demand Projections, 2022 - 2037

134: Florida Respiratory Therapists Adequacy Summary Table

Exhibit

Nursing Assistant Supply and Demand Projections

The estimated initial supply of nursing assistants in Florida is 127,920 full-time equivalents (FTEs) in 2022. Under the Status Quo scenario, the number of new entrants is assumed to remain constant at 9,750 FTEs annually throughout the projection period. Initially, new entrants account for 7.6% of the nursing assistant workforce, with this proportion increasing slightly to 8.9% by 2037. Retirement rates as a percentage of total supply are projected to rise modestly, increasing from 9.0% (11,490 FTEs) in 2022 to 9.3% (10,210 FTEs) by 2037.

Over the projection period, the supply of nursing assistants in Florida is expected to decline by -14% (17,900 FTEs), falling from 127,920 FTEs in 2022 to 110,020 FTEs in 2037 under the Status Quo scenario. Alternative scenarios show variability in outcomes. The More Entrants scenario forecasts a smaller decline of -8% (-10,720 FTEs), while the Fewer Entrants scenario projects a larger decrease of -20% (-25,750 FTEs). Scenarios exploring retirement patterns show less variation, with supply decreases of 13% (-16,710 FTEs) under the Late Retirement scenario and 16% (-19,810 FTEs) under the Early Retirement scenario.

In contrast, demand for nursing assistants is projected to increase substantially over the same period. Starting at 110,920 FTEs in 2022 under the Status Quo scenario, demand is expected to grow by 39% (43,210 FTEs), reaching 154,140 FTEs by 2037. The Reduced Barriers scenario projects an initial demand increase of 3.0% (3,340 FTEs) to 114,270 FTEs, with further growth of 39% (44,000FTEs) by 2037, resulting in a total demand of 158,260 FTEs.

Supply adequacy, defined as the ratio of supply to demand, provides insight into the workforce's ability to meet projected needs. Under Status Quo conditions, supply adequacy begins at 115% in 2022 but declines sharply to 71% by 2037. Detailed projections for nursing assistant supply and demand across all scenarios are provided in the appendix.

Exhibit 135: Florida Nursing Assistants Supply & Demand Projections, 2022 - 2037

Exhibit 136: Florida Nursing Assistants Adequacy Summary Table

Regional Adequacy Gap Analysis

The ratio of supply to demand as an adequacy score can be broken down by region and analyzed for geographic change over time. This section provides detailed results on estimated 2022 supply adequacy by region and absolute change in supply adequacy over the projection period for the Florida pharmacy, allied health, and nursing assistant workforce. Exhibit 143 provides summary information on supply adequacy for our occupations of interest. When interpreting such regional values, the adequacy ratio highlights the relative workforce sufficiency in a region at a specific time, serving as a benchmark for understanding current disparities. In contrast, the adequacy change values indicate growth or decline in adequacy over time, allowing for trend analysis and forecasting future needs or challenges. Adequacy values are colored on a gradient from dark blue to dark red with grey indicating 100% adequacy in the middle. The greater the adequacy value is above 100%, the darker blue the county appears. The further below 100% adequacy a county appears the darker red the county appears. Adequacy change values are colored using the same blue to red gradient with the middle set to 0% to reflect how much a county is changing in the positive or negative direction over time. The greater the positive value is, the darker blue the county will appear. The more negative the value is, the more negative the county will appear. Comparing two county maps for any given occupation gives a complete view showing counties that are currently underserved and unlikely to improve, as well as counties that, despite current shortages, are on track for growth. Comparing the two regional maps for two professions (ie: Pharmacists and Pharmacy Techs) enables a holistic evaluation, identifying regions that are both underserved now and unlikely to see significant improvement versus regions that, despite current deficits, are on a growth trajectory. To the extent that a region is over supplied while surrounding regions are under supplied, this is an indicator that the population in an undersupplied region may need to travel to an over supplied region to receive care. This approach may allow policy makers to improve strategic planning, identifying areas where efforts are most needed or may have the most significant impact.

Exhibit 137: Change in Florida Pharmacist Supply Adequacy by Region, 2022 – 2037

Adequacy 2022

Adequacy Change 2022 2037

Adequacy (2022): Highest total adequacy in South (105%) and East Central (102%), while regions with more rural counties tend to have estimated supply adequacies insufficient to meet estimated average population demand levels of care ranging from 92% (Northeast) to 67% (Southwest).

Adequacy Change (2022-2037): Significant declines are expected across regions, ranging from -13% (Northwest) to -23% (East Central) with regions containing more urban counties (such as, South, Southeast and East Central) facing larger decreases in supply adequacy.

Exhibit 138: Change in Florida Pharmacy Technician Supply Adequacy by Region, 2022 – 2037

Adequacy 2022

Adequacy Change 2022- 2037

Adequacy (2022): All regions are estimated to have supply adequacies over 100% for pharmacy technician services in 2022. Highest total adequacy in South (212%) and East Central (181%), while regions with more rural counties tend to have lower estimated supply adequacies ranging from 126% (Southeast & North Central) to 109% (Southwest).

Adequacy Change (2022-2037): Supply adequacy of pharmacy technician services is expected to increase for all regions, ranging from +29% (Southwest) to +52% (South).

Allied Health Regional Adequacy Gap Analysis

Exhibit 139: Change in Florida Physical Therapist Supply Adequacy by Region, 2022 –2037

Adequacy (2022): Estimated initial supply adequacy of physical therapist services is largely insufficient to meet national average levels of demand across regions, except for Northeast (100%). Excluding the Northeast region, supply adequacy varies from 60% (North Central) to 72% (South).

Adequacy Change (2022-2037): By 2037, all regions are estimated to have a supply adequacy below 100% for physical therapy services. Only the Northwest region is expected to make gains in supply adequacy (+2%), while all other regions face decline in adequacy ranging from -14% (Southeast) to -3% (Northeast).

Exhibit 140: Change in Florida Occupational Therapist Supply Adequacy by Region, 2022 – 2037

Adequacy 2022

Adequacy Change 2022- 2037

Adequacy (2022): Initial supply adequacy by region for occupational therapy services is similar to physical therapy services, with the Northeast in estimated equilibrium (102%), and all other regions facing deficits to varying degree.

Adequacy Change (2022-2037): Like physical therapist supply adequacy, only the Northwest region is expected to make gains in supply adequacy (+9%). The gains in the Northwest will be insufficient to close the initial gap in services and with all other regions declining, supply adequacy is estimated to be below 100% across the state by 2037. Largest decreases will be seen in the West Central and Southeast (both -8%).

Exhibit 141: Change in Florida Respiratory Therapist Supply Adequacy by Region, 2022 – 2037

Adequacy 2022

Adequacy Change 2022- 2037

Adequacy (2022): In comparison to the physical and occupational therapy results, initial supply adequacy for respiratory services is estimated to be below 100% for all regions in 2022. Supply adequacy ranges from a high of 80% (Northeast) to a low of 52% (Southwest).

Adequacy Change (2022-2037): The initial supply adequacy gaps are projected to worsen overtime for all regions across the state. Regions along the Atlantic coast are expected to have the largest negative impacts with the South region declining from an initial supply adequacy of 60% to 39% by 2037. While regions along the Gulf coast are still expected to have negative shifts in supply adequacy, this is less pronounced than those on the Atlantic, with absolute changes in supply adequacy ranging from -8% (Southwest) to -12% (West Central).

Nursing Assistant Regional Adequacy Gap Analysis

Exhibit 142: Change in Florida Nursing Assistant Supply Adequacy by Region, 2022 –2037

Adequacy (2022): Initial supply adequacy for nursing assistant services varies drastically across the state. The Northwest and Southwest are estimated to have initial supply adequacies below equilibrium (94% and 86% respectively) with remaining regions in equilibrium (East Central) or above relative to national average demand for nursing assistant services.

Adequacy Change (2022-2037): Significant negative shifts in supply adequacy are projected across the state, with the South (-63%) and Southeast (-58%) most heavily impacted. By 2037, only North Central is estimated to have a supply adequacy sufficient to meet demand for services based on national average levels of care (106%). All remaining regions are projected to have deficits in nursing assistant supply adequacy from 50% (Southwest) to 88% (Northeast).

Adequacy 2022
Adequacy Change 2022- 2037

Exhibit

143: Supply Adequacy by Region & Occupation (2022-2037)

Absolute Change in Supply Adequacy (2022-2037)

Pharmacy and Allied Health Occupations Discussion

This section explores the implications of projected workforce trends for pharmacists, pharmacy technicians, allied health professionals (such as physical therapists, occupational therapists, and respiratory therapists), and nursing assistants in Florida from 2022 to 2037.

Key Findings and Implications

This chapter analyzes the projected supply and demand for the pharmacy, allied health, and nursing assistant workforce in Florida from 2022 to 2037, which shows varying trends at the occupational level.

Pharmacy

• Pharmacists Workforce:

o Estimated 2022 Supply Adequacy: The pharmacist workforce is estimated to be in a shortage in the base year of projections with supply adequacy estimated to be 93.5% at the state level.

o Projected Growth: Our supply estimates project the pharmacist workforce to remain relatively stable over the projection period with a slight decrease expected growth rate of -1.8% from 2022 -2037. However, demand for pharmacist services is expected to grow steadily by 23.4%, causing the supply adequacy to fall from 93.5% in 2022 to 74.5% by 2037.

o Regional Variation: Supply adequacy for pharmacist services is expected to decline for all regions across the state. East Central, North Central, and Southeast regions are projected to have the largest shifts in supply adequacy ranging from 20% to 23%.

• Pharmacy Technicians Workforce:

o Estimated 2022 Supply Adequacy: Conversely, the pharmacy technician workforce has an estimated supply adequacy of 156.3% in 2022.

o Projected Growth: The supply of pharmacy technicians is expected to have high growth over the projection period, outpacing demand under Status Quo conditions, causing supply adequacy to increase to 200.2% by 2037.

o Regional Variation: All regions are estimated to have supply adequacies in equilibrium or above in 2022. Over the projection period, all regions are estimated to have increases in supply adequacy with largest gains in the South and East Central.

• Overall: The pharmacy workforce is estimated to have large disparities in the adequacy and projected supply of pharmacists and pharmacy technician services. The supply of pharmacists is forecasted to remain relatively stagnant over time while facing increased deman d for pharmacy services. In contrast, initial supply adequacy of pharmacy technicians is above 100% for all regions and will continue to improve by 2037. Higher levels of education requirements and practice autonomy for pharmacists over pharmacy technician s limits the ability of pharmacy technicians substitute for pharmacist services. Therefore, to the extent that the pharmacy technician surplus may offset the deficits for pharmacists remains to be seen.

Allied Health

• Physical Therapists Workforce:

o Estimated 2022 Supply Adequacy: The supply of physical therapists is estimated to be insufficient to meet the demand of physical therapy services at the state level in 2022.

o Projected Growth: Under Status Quo conditions, the growth rate of supply is approximately half that of demand. These differences in growth rates will exacerbate the conditions in the base year causing overall adequacy to further decline.

o Regional Variation: While the Northeast begins in equilibrium, and the Northwest is projected to have an increase in supply adequacy, all other regions have supply deficits in 2022 that are expected to worsen over time.

• Occupational Therapists Workforce:

o Estimated 2022 Supply Adequacy: The supply of occupational therapists is estimated to be insufficient to meet the demand of occupational therapy services at the state level in 2022.

o Projected Growth: Growth in demand for occupational therapy services outpaces growth in supply causing supply adequacy to decline at the state level.

o Regional Variation: Similar to physical therapists, the Northeast begins in equilibrium with remaining regions facing varying levels of supply deficiencies in relation to demand. The Northwest is projected to have gains in supply adequacy over the projection period, but these gains will be insufficient to close the initial shortage for occupational therapy services. Remaining regions will face varying decline in supply adequacy and by 2037 no region is estimated to have a supply adequacy of 100% or higher.

• Respiratory Therapists Workforce:

o Estimated 2022 Supply Adequacy: Initial supply and demand estimates indicate a vast shortage of respiratory therapists statewide.

o Projected Growth: Supply of respiratory therapists is forecasted to increase slightly by 2037 (3.2%) while demand for services will increase significantly (35%) under Status Quo conditions. Projected demand vastly outpacing projected supply will cause further strain on supply adequacy across the state.

o Regional Variation: All regions are estimated to have supply deficits for respiratory services in 2022 that are projected to worsen over time. The South and Southeast may face the largest strain in covering demand for service, with both having an estimated supply adequacy of 39% by 2037.

• Overall: The allied health occupations analyzed in this report are all estimated to have supply shortages statewide in 2022. Projected growth in demand for allied health services vastly outpaces growth in supply, exacerbating supply inadequacies for an already stra ined workforce. Comparatively, the respiratory therapy workforce may face the hardest challenges in meeting demand for services as they have the largest initial gap in supply adequacy coupled with the largest decline in supply adequacy at the state level.

Nursing Assistants

• Estimated 2022 Supply Adequacy: Initial estimates of supply adequacy indicate the supply of nursing assistants is sufficient to meet demand for services based on national average levels of care at the state level.

• Projected Growth: Demand for nursing assistant services is expected to grow rapidly over the projection period. Conversely, supply of nursing assistants will decline significantly by 2037 due to high levels of attrition. The initial surplus of nursing assistants, faced with declining supply and growing demand, is projected to cause shortage conditions statewide by 2026 and will continue to worsen over time.

• Regional Variation: Most regions are estimated to be in surplus in 2022 except for the Northwest (94% supply adequacy) and the Southwest (86% supply adequacy). However, all regions are expected to face significant declines in supply adequacy over the projection period and are estimated to face shortage conditions by 2037, except for the North Central region which had the highest initial supply adequacy score.

Chapter 5- Florida Health Care Workforce Projections

2022-2037: Interpretation of Projections

This study estimates and projects demand in Florida for healthcare services and the supply of available providers, defined, respectively, as the amount and types of healthcare services patients are willing and able to purchase at prevailing prices and the number of each provider type available to hire in the current labor market.

In addition, the term adequacy describes whether the occupation in each specific workforce is sufficient to meet demand. Adequacy is calculated as the ratio of supply to demand, with the resulting percentage representing the proportion of projected demand that can be met with the available workforce. Within this report, a shortfall (or shortage) is defined as a condition where demand exceeds supply, while a surplus occurs when supply exceeds demand. However, these terms should not be interpreted in the same way they are used for manufactured goods. Unlike tangible products, healthcare demand is not fixed and is modeled based on average population utilization rates, which are influenced by Florida’s demographic profile and healthcare needs.

In this context, demand serves as a benchmark to assess the adequacy of the available workforce. A shortfall can be interpreted as workforce supply falling below what is typically expected to meet the demands of the population, while a surplus reflects workforce supply exceeding those expectations. This can be likened to academic grading: an adequacy ratio of 100% corresponds to a "C" grade, indicating that supply meets demand at an average level. A ratio above 100% is analogous to achieving an "A" grade, signifying that the workforce supply exceeds the benchmark demand, while ratios below 100% align with a lower-than-average assessment.

The adequacy ratio provides insight into how health systems and providers distribute their workforce and meet healthcare needs across specific geographic areas, highlighting variation in workforce deployment rather than a static economic surplus or shortage.

When comparing supply and demand for projections for any of the occupations in this study, several factors should be considered:

• Shortfall or surplus severity: Given the imprecision inherent in workforce projections, a supply within ±5% of demand may indicate that the labor market is in equilibrium. For example, a 2% shortage of physicians and a 4% surplus for PAs across the state in a given year might be seen as labor markets approaching balance. Deviations beyond this threshold indicate a more substantial shortfall or surplus. These disparities might stem from limitations in the forecast models, which may not fully capture regional differences in healthcare delivery or provider productivity within Florida.

• Geographic imbalances in statewide supply and demand: While Florida may experience overall growth in workforce adequacy over time for physicians (+6%),

PAs (+10%), and APRNs (+47%), there remains significant regional variation. For example, physician supply in Southeast Florida shows a 5% decline, contrasting sharply with increases in North Central and Northeast Florida (+13%). Similarly, APRN growth rates vary widely, with a 95% increase in South Florida compared to more modest gains in the 30-405 range elsewhere across the state. Regional imbalances may exacerbate workforce issues despite favorable statewide trends.

• Substitution between occupations: In areas where physician shortages persist, substitution effects often emerge as healthcare systems rely on PAs or APRNs to fill gaps. APRNs may offer broader independent practice capabilities than PAs, which may contribute to the higher adequacy growth seen across regions like Northeast Florida (+49%) compared to PAs (+7% in the same region). These substitution trends may affect adequacy for specific specialties other occupations or geographic areas.

• Productivity differences between newly trained and experienced professionals: Supply adequacy projections may obscure variations in productivity. For instance, newly trained providers may require additional mentorship or time to reach productivity levels comparable to more experienced colleagues. This is especially relevant in high-demand specialties like hospital medicine, where provider experience may play a key role in meeting localized demands.

Overall, the concept of workforce adequacy must be evaluated within the broader context of these factors, recognizing that statewide adequacy trends can mask substantial regional disparities and differences in workforce utilization, productivity, and substitution. Addressing these nuances will help optimize workforce planning and mitigate local shortfalls.

Chapter 6- Florida Health Care Workforce Projections

2022-2037: Study Strengths and Limitations

The study approach used has many strengths. The microsimulation models used to produce the supply and demand projections have been developed and refined for over 10 years and have been documented in peer-reviewed journals and presented at national conferences. The results of these models have been trusted for both health workforce and strategic planning by the federal government and state governments, hospitals and health systems, healthcare associations, and other stakeholders.

Where possible, Florida-specific data sources are used as modeling inputs. For supply modeling, the main source is licensure data obtained from the Florida Department of Health. Survey data provided by the Florida Center for Nursing also allowed for more detailed analysis of which licenses to include in the workforce available for modeling. This data includes information on the supply of each health profession in 2022, and the number and characteristics of newly licensed individuals by profession. For professions that do not collect detailed information like nurses collect in Florida, national sources were used to estimate labor force participation status, retirement expectations, and weekly hours worked. For demand modeling, Florida-specific data are used to provide population characteristics (e.g., demographics, disease and health behavior prevalence, and socioeconomic information) by county, as well as information regarding the expected size and demographics of the future population. National patterns of healthcare use and care delivery were applied to Florida’s population to estimate the number of physicians required to provide a national average level of care to Floridians. Estimates of demand for hospitalbased care were adjusted to reflect that some Floridians receive care in hospitals outside the state, while at the same time Florida hospitals provide a substantial amount of care to out-of-state residents.

The demand projections start with the assumption that provider national supply and demand are in equilibrium, with the following exceptions: (1) federal government estimates for Health Professional Shortage Areas are used as a conservative proxy for the current shortage of primary care physicians and psychiatrists1; (2) published estimates of shortfall are available for a small number of specialties2; and (3) we include estimates that COVID-19 becoming endemic has shifted up demand for primary care, hospital-based care, and select occupations that treat patients with long-COVID. To the extent that current national shortages (or surpluses) exist for other specialties, the projections underestimate (or

1 The Federal government estimates nationally about 15,184 primary care physicians and 6,851 psychiatrists were required in 2021 to de-designate the federally designated Primary Care and Mental Health Professional Shortage Areas (HPSAs).22 These numbers represent the additional providers required in these shortage areas to raise supply to a minimal level of adequacy.

2 Published estimates suggest a current 10% (1,000 FTE) shortage of physiatrists, 11% (1,978 FTE) shortage of neurologists, 13% (850 FTE) shortage of rheumatologists, 29% (1,386 FTE) shortage of vascular surgeons, and 5% (2,100 FTE) shortage of hospitalists.2,23–26

overestimate) demand from 2022 to 2036 by roughly the proportion as the current national imbalance between supply and demand.

Projections do not account for regional differences in staffing and service delivery. Results are presented by regions within Florida, though data limitations necessitated modeling healthcare use and delivery patterns for the state level only. To the extent that care utilization and delivery and/or staffing patterns vary within the state, region projections may be impacted. In general, the state-level workforce projections tend to be more accurate than sub-state-level projections.

Demand projections model the continuation of baseline levels of healthcare use and delivery patterns. Projections into the future do not capture shifts in factors such as technological innovations, national or state-level health policies, patient preferences, or payer or provider policies that change the way care is consumed or delivered. These patterns will continue to evolve over time, but in ways that cannot be known at the time of the modeling. For example, if the pandemic has accelerated the trend of shifting hospital care from inpatient to outpatient settings, any staffing implications due to this acceleration would not be accounted for in the projections reported here. Similarly, increased use of telemedicine services, more rigorous discharge planning and other changes to the way care is delivered due to the pandemic may not factor into the projections. Recently published work on the physician workforce indicates that some components of an evolving care delivery system increase demand for healthcare services (e.g., increased access to care), other components decrease demand (e.g., increased emphasis on preventive care), and some components simply redirect care (e.g., from inpatient care to appropriate ambulatory settings).1 Thus, the net effect of evolving care delivery on demand might be small.

The numbers of new entrants entering the health workforce annually are assumed to be constant over the projection period. The Status Quo supply scenario models the implications if the number of individuals entering the workforce remains constant over time. The scenario does not allow for market forces that help correct surpluses and shortages over time. Rather, this scenario helps inform policies to increase the education pipeline of new entrants being trained. If Florida’s health workforce shortage becomes too severe relative to national levels, the increased job opportunities could increase the net inflow of nurses from other states. Still, for many occupations including nurses and physicians national projections of growing shortfalls suggest that Florida will be competing with other states to attract and retain healthcare workers.

Despite these limitations, the workforce projections presented offer best estimates given the information available. Understanding that the supply of many health occupations in Florida is projected to grow slower than demand for health services can inform workforce planning, as well as highlight career opportunities for people considering health professions as a career. Workforce modeling aids in determining whether existing workforce programs and policies are producing a sufficient supply of clinicians to provide patients with access to high

quality care. In light of the limitations described and an ever-changing healthcare system, workforce projections should be updated periodically to use the most current data and to determine course corrections needed to arrive at established targets created by policy makers and healthcare leaders acro

Given the nature of modeling and forecasting, all projections have some degree of imprecision. As a general rule, if supply is within ±5% of demand, then one might conclude the labor market is essentially in equilibrium. Imprecision arises because generalizations must be made. Data regarding healthcare use, health risk factors, healthcare provider hours worked per week, healthcare provider productivity, and other important modeling parameters are unavailable at local levels and must be estimated with national values.

National data sources are used for demand modeling to provide information regarding population healthcare use patterns as well as provider staffing patterns. To the extent that the Florida population uses services at a different rate than the national average or Florida health systems and providers staff health workers at levels different from the national average, error may be introduced into the workforce projections.

Despite these limitations, the workforce projections presented offer best estimates given the information available. Workforce modeling aids in determining whether existing workforce programs and policies are producing a sufficient supply of providers to ensure patients have access to high quality care. In light of the limitations described and an ever-changing healthcare system, workforce projections should be updated periodically to use the most current data and other updated information.

Physician/ PA /APRN Study Strengths and Limitations

There is a lack of consistency in the specialty options collected for each profession in the data provided by the Florida Department of Health. This inconsistency is due to an assumed lack of coordination between professional licensing boards in their survey instruments. Physicians collect the most complete list of specialties. It appears that different specialty options were provided to PAs and NPs rather than PAs and NPs simply not working in specific specialties in the state of Florida. It seems likely that if the same specialty options for physicians were provided to PAs and NPs then there would be individuals who indicated practicing in specialties that do not appear in the data for PAs and NPs. The medical specialties category is a specific example. Dermatology is the only specialty within the category of medical specialties that PAs report working in. This specialty is also not included for NPs. However, there are 12 different options for specialties within the Medical Specialties category for physicians. This results in the comparison of Medical Specialties across professions being a comparison of multiple subspecialties for physicians and NPs in medical specialties with just dermatology in the medical specialty category for PAs. Hospital Medicine is another example. The health workforce demand model makes estimates of demand for Hospital Medicine by profession; however, Hospital Medicine isn’t a category that actually appears in any of the Florida licensing data. Hospital medicine has been handled differently for each profession. For Physicians, an estimate was made for the

physicians working in hospital medicine based on national sources. For Nurse Practitioners and Physician Assistants, Hospital Medicine has been included in Primary Care since the demand modeling has estimates of Nurse Practitioners working in Hospital Medicine, but the Florida data provided does not include this category. Physician Assistant specialty data also did not include Hospital Medicine. The demand estimates for Primary Care for PAs and NPs include demand for hospitalists since this is a primary care function, however there is no actual reported supply of PAs and NPs in Hospital Medicine from the Florida licensing data.

Another limitation of specialty alignment by category is that since specialties for PAs and NPs are more limited some specialties might include providers working in a subspecialty that would be included in another category if further detail were available. An example of this might be the PA specialty pediatrics. It may include pediatric subspecialties which would be categorized with Medical Specialties if they were broken out in more detail. This may inflate the PA primary care category and leave the medical specialty category with fewer PAs than there should be in that category. Further limitation to comparison by category lies in specialties collected in the license data that cannot be compared across professions. Physician Assistants include preventative medicine as a specialty in the licensing data, but this specialty is not collected by NPs or Physicians. Nurse Practitioners work in three specialty areas categorized as School/ Home Care that are not collected by Physicians or PAs because they are unlikely to work in those settings at all.

Exhibit 144: Specialty Alignment by Comparison Category

Nurse Practitioners

Primary Care

Geriatric Medicine

Cardiology

Critical Care Medicine

Gastroenterology

Hematology & Oncology

Infectious Diseases

Neonatology

Nephrology

Pulmonology

Medical Specialties

Surgery

Obstetrics and Gynecology

Orthopedic Surgery

Physician

Primary Care

Family Medicine

General Internal

Medicine

Geriatrics

Physician Assistant

Family Medicine

Internal Medicine

Pediatrics Pediatrics

Preventative Medicine

Hospital Medicine

Hospital Medicine

Medical Specialties

Allergy & Immunology

Cardiology

Critical Care Medicine

Dermatology

Endocrinology

Gastroenterology

Hematology & Oncology

Infectious Diseases

Neonatology

Nephrology

Pulmonology

Rheumatology

Surgery

Colorectal Surgery

General Surgery

Neurological Surgery

Obstetrics & Gynecology

Ophthalmology

Dermatology

Surgery

Obstetrics and Gynecology

Orthopedic Surgery Orthopedic Medicine

Otolaryngology

Plastic Surgery

Thoracic Surgery

Urology

Vascular Surgery

Otolaryngology

Urology

Emergency Medicine

Neurology

Other

PM&R

Psychiatry

Home Health

Nursing Home Health

School Health

Other

Anesthesiology

Emergency Medicine

Neurology

Other Specialties

Pathology

PM&R

Psychiatry

Radiation Oncology

Radiology

Home/ School Setting

Anesthesiology

Emergency Medicine

Medical Genetics

Neurology

Nuclear Medicine

Ophthalmology

Pathology

PM&R

Proctology

Psychiatry

Radiology

Appendix: RN/ LPN Additional Tables

Exhibit 147: Florida LPN Supply Projections, by Scenario

Appendix: Physician/ PA/ APRN Additional Tables

Exhibit 151: Florida Nurse Practitioner

Florida Nurse

Exhibit 154: Florida Physician Supply Annual Starting FTE, New Entrants and Retirements 2022- 2037

Exhibit 155: Florida Physician Assistant Supply Annual Starting FTE,

Exhibit 156: Florida Nurse Practitioners Supply Annual Starting FTE, New Entrants and Retirements 2022- 2037

Exhibit 157: Florida Nurse Anesthetists

Appendix: Pharmacy and Allied Health Occupations

Additional Tables

Appendix: County to Region Crosswalk

Exhibit 165: County Composition of Florida Regions

Region County

Brevard

Flagler

Lake

Orange Osceola

Seminole Sumter

East Central

North Central

Northeast

Northwest

South

Southeast

Volusia

Alachua

Bradford Citrus

Columbia Dixie

Gadsden

Gilchrist

Hamilton

Jefferson

Lafayette

Leon Levy

Madison

Marion

Suwannee

Taylor

Union

Wakulla

Baker

Clay

Duval

Nassau

Putnam

St. Johns

Bay

Calhoun

Escambia

Franklin Gulf

Holmes

Jackson

Liberty

Okaloosa

Santa Rosa

Walton

Washington

Broward

Miami-Dade

Monroe

Indian River

Southwest

Martin Okeechobee

Palm Beach

St.

Glades

Hendry

Lee

Hernando

West Central Desoto

Sarasota

References

1. Association of American Medical Colleges. The Complexities of Physician Supply and Demand: Projections From 2019 to 2034. AAMC; 2021. Accessed October 4, 2022. https://www.aamc.org/media/54681/download

2. Dall TM, Reynolds R, Chakrabarti R, et al. The Physiatry Workforce in 2019 and Beyond Part 2: Modeling Results. Am J Phys Med Rehabil. Published online December 3, 2020. doi:10.1097/PHM.0000000000001659

3. Dall TM, Gallo PD, Chakrabarti R, West T, Semilla AP, Storm MV. An Aging Population And Growing Disease Burden Will Require A Large And Specialized Health Care Workforce By 2025. Health Affairs. 2013;32(11):2013-2020. doi:10.1377/hlthaff.2013.0714

4. Surdu S, Dall TM, Langelier M, Forte GJ, Chakrabarti R, Reynolds RL. The pediatric dental workforce in 2016 and beyond. The Journal of the American Dental Association 2019;150(7):609-617.e5. doi:10.1016/j.adaj.2019.02.025

5. GlobalData. Tennessee Health Workforce Projections: 2021-2035. GlobalData, PLC; 2022. Accessed November 11, 2022. https://tha.com/wp-content/uploads/2022/10/TennesseeHealth-Workforce-Projections-report-FINAL.pdf

6. GlobalData. Arkansas Health Workforce Projections: 2021-2035. Arkansas Hospital Association; 2023. Accessed July 5, 2023. https://www.arkhospitals.org/images/webdocs/ArkansasWorkforceReportJanuary2023.pdf

7. GlobalData. Maryland Nurse Workforce Projections: 2021-2035. GlobalData, PLC; 2022. Accessed July 5, 2023. https://www.mhaonline.org/docs/default-source/defaultdocument-library/maryland-nurse-workforce-projections-globaldata.pdf

8. GlobalData. Florida Nurse Workforce Projections: 2019 to 2035. GlobalData, PLC (formerly IHS Markit); 2021. Accessed September 18, 2022. https://www.fha.org/uploads/1/3/4/0/134061722/ihs_florida_nurse_workforce_report.pdf

9. Streeter RA, Zangaro GA, Chattopadhyay A. Perspectives: Using Results from HRSA’s Health Workforce Simulation Model to Examine the Geography of Primary Care. Health Services Research. 2017;52:481-507. doi:10.1111/1475-6773.12663

10. Health Resources & Services Administration. Technical Documentation for HRSA’s Health Workforce Simulation Model. Department of Health and Human Services; 2023. Accessed July 10, 2023. https://bhw.hrsa.gov/data-research/projecting-health-workforce-supplydemand/technical-documentation/

11. Maryland Hospital Association. Commitment to Racial Equity. Census Data. 2020. Accessed July 6, 2023. https://www.mhaonline.org/docs/default-source/resources/racial-

equity/mha-racial-equity-commitment20200616c4d604045ee2440989216200c5f6fa0f.pdf?Status=Temp&sfvrsn=cfc2d70d_22

12. Maryland Department of Health. Maryland Commission on Health Equity. 2023. Accessed July 6, 2023. https://health.maryland.gov/mche/Pages/default.aspx

13. U.S. Census Bureau. Accessing PUMS Data: 2021 American Community Survey Public Use Microdata Sample File. September 27, 2022. Accessed November 10, 2022. https://www.census.gov/programs-surveys/acs/microdata/access.html

14. Centers for Disease Control and Prevention. PLACES: Local Data for Better Health. April 2022. Accessed May 18, 2022. https://www.cdc.gov/places/

15. Centers for Disease Control and Prevention. Behavioral Risk Factor Surveillance System. 2022. Accessed November 22, 2022. https://www.cdc.gov/brfss/index.html

16. Kentucky Department for Public Health, Division of Prevention and Quality Improvement. Behavioral Risk Factor Surveillance System - Kentucky. 2022. Accessed January 10, 2023. https://www.chfs.ky.gov/agencies/dph/dpqi/cdpb/Pages/brfss.aspx

17. Centers for Medicare and Medicaid Services. Medicare Current Beneficiary Survey (MCBS). 2024. Accessed January 23, 2024. https://www.cms.gov/research-statisticsdata-and-systems/research/mcbs

18. The State of the Nursing Workforce in Florida 2023. Florida Center for Nursing; 2023. Accessed October 20, 2024. https://www.flcenterfornursing.org/DesktopModules/Bring2mind/DMX/API/Entries/Downl oad?Command=Core_Download&EntryId=1957&PortalId=0&TabId=151

19. Florida Physician Workforce 2024 Annual Report. The Florida Department of Health, Division of Medical Quality Assurance; 2024. Accessed December 23, 2024. https://www.floridahealth.gov/provider-and-partner-resources/community-healthworkers/HealthResourcesandAccess/physician-workforce-development-andrecruitment/2024PWAR-AnnualReportFinal112224.pdf

20. 2022-24 Physician Assistant Workforce Survey Report. The Florida Department of Health, Division of Medical Quality Assurance; 2024. Accessed December 17, 2024. https://www.floridahealth.gov/licensing-and-regulation/reports-andpublications/_documents/2022-24physician-assistant-workforce-survey-report.pdf

21. U.S. Bureau of Labor Statistics. Occupational Employment and Wage Statistics. May 2020. Accessed July 21, 2021. https://www.bls.gov/oes/current/oessrcst.htm

22. Bureau of Health Workforce. Designated Health Professional Shortage Areas Statistics: Fourth Quarter of Fiscal Year 2022. Health Resources and Services Administration; 2022.

23. Dall TM, Storm MV, Chakrabarti R, et al. Supply and Demand Analysis of the Current and Future US Neurology Workforce. Neurology. 2013;81(5):470-478. doi:10.1212/WNL.0b013e318294b1cf

24. Battafarano DF, Ditmyer M, Bolster MB, et al. 2015 American College of Rheumatology Workforce Study: Supply and Demand Projections of Adult Rheumatology Workforce, 2015-2030. Arthritis Care Res. 2018;70(4):617-626. doi:10.1002/acr.23518

25. Go MR, Oslock WM, Way DP, et al. An Updated Physician Workforce Model Predicts a Shortage of Vascular Surgeons for the Next 20 Years. Ann Vasc Surg. 2020;66:282-288. doi:10.1016/j.avsg.2020.01.097

26. Society of Hospital Medicine. 2020 State of Hospital Medicine Report. Society of Hospital Medicine.; 2020.

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