Africa's Pulse, No. 25, April 2022

Page 109

From Static toward Dynamic Delivery Systems That Are Updated Periodically Social registries are most effective when they have high coverage and are updated frequently. However, updating social registries tends to be time-consuming and logistically costly. This is because they are not dynamic by design, while the socioeconomic conditions of the populations they are meant to represent are inherently dynamic. Most welfare indicators show that the conditions of households are a moving target. For instance, 29.7 percent of the population in Sub-Saharan Africa moved in and out of transient poverty over a period of six years.34 This is exacerbated in shock-prone environments where household welfare can change abruptly. Thus, to make social registries more dynamic, digital service windows can be set up for remote intake and registration—as much as local connectivity conditions permit—such as the approach to Short Message Service (SMS)–based self-registration taken by the STEP-KIN program in Kinshasa in the Democratic Republic of Congo (box 2.4). Remote and on-demand intake modalities based on Unstructured Supplementary Service Data (USSD), SMS, or webbased are likely to be more cost-efficient than the in-person and administrator-driven intake modalities that have traditionally been the default for most social registries in the region. Social registries can also explore exploiting data sources that are generated more dynamically, such as call detail records CDRs35 or administrative records (passive data), beyond the common selfreported questionnaires (active data). Togo embraced USSD for intake and registration and CDRs targeting the Novissi cash transfer program (see box 2.5), which shares many similarities with STEP-KIN in Kinshasa. Finally, social registries with monolithic data structures stemming from lengthy socioeconomic questionnaires can instead consider using modular data structures that act as “data Lego blocks.” By defining the core data structures that should be populated for all households and complementary—yet harmonized—data structures that can be populated as needed depending on the requirements of each program, social registries can increase the efficiency of data management and thus facilitate updating. On April 8, 2020, the Togolese government launched the Novissi program as a 100 percent digital cash transfer to respond to the COVID-19 pandemic. Novissi initially supported informal workers in urban areas whose incomes were affected by the containment measures and later expanded to vulnerable rural areas. Through several rounds, the program has so far registered around 1.6 million individuals and delivered $22.5 million in assistance to nearly 820,000 beneficiaries, 63 percent of them being women.

BOX 2.5: Novissi’s Leapfrogging Delivery Model for ShockResponsive Social Assistance

Novissi introduced multiple innovations along the social protection delivery chain by exploiting nontraditional data sources and machine learning, dynamically registering individuals, assessing their needs and conditions, and delivering benefits through mobile money. As in many other countries in the region, Togo did not have interoperable, inclusive, and dynamic delivery systems in place before the pandemic. There was no universally available unique ID, nor a whole-of-government and up-todate social registry to locate vulnerable population groups. However, a key enabling factor was that nearly 85 percent of individuals in Togo were members of households with access to a mobile phone. In this relative delivery systems vacuum, Novissi leapfrogged previous delivery models and reached 34 Dang and Dabalen (2017). 35 CDRs are metadata on phone use, including date, time, and duration of calls; type of call (national, international); call cost; and volume of mobile data usage and mobile money transactions, among others.

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2.11 Disaster Risk Financing Framework for Adaptive Social Safety Nets

4min
pages 118-119

2.7 Layering Risk Financing Instruments for Adaptive Social Protection: The Case of Kenya

4min
pages 120-122

2.5 Novissi’s Leapfrogging Delivery Model for Shock-Responsive Social Assistance

7min
pages 109-111

2.6 Growing Domestic Safety Net Commitments: The Case of Senegal

2min
page 116

2.10 Share of Connected and Nonconnected Individuals, by Urban and Rural Location

10min
pages 112-115

2.7 Three Emerging Directions for Strengthening Social Protection in Africa

4min
pages 104-105

across the Income Spectrum

2min
page 106

2.9 Social Protection Delivery Chain

3min
pages 107-108

2.6 Three Emerging Insights from the Social Protection Pandemic Response in Africa

1min
page 101

2.3 COVID-19 Fiscal Policy Responses in Support of Workers and Firms in Africa

5min
pages 99-100

2.2 Sierra Leone’s Emergency Cash Transfers in Response to COVID-19

3min
page 98

The Case of the Democratic Republic of Congo

3min
pages 102-103

Evidence on Impacts of Productive Inclusion Programs in the Sahel

2min
page 93

to Promote Inclusion, Opportunity, and Resilience

2min
page 92

A.4 Public Debt in Sub-Saharan Africa, by Resource Abundance

10min
pages 83-87

2.2 New Poor at the US$1.90-a-Day Poverty Line in 2020

1min
page 91

A.2 Output Deviation from Pre-Pandemic Trend

4min
pages 80-81

1.35 Eurobond Issuances as of December 2022

1min
page 57

1.40 Food Price Index in Countries in Sub-Saharan Africa

8min
pages 60-62

1.44 GDP Growth Forecasts for West and Central Africa

31min
pages 66-78

A.1 Natural Resource Revenues Share of GDP, 2004-14

2min
page 79

1.32 Fiscal Balance in Sub-Saharan Africa

5min
pages 53-54

1.31 Evolution of the Current Account

2min
page 52

1.10 Population with at Least One Dose of the COVID-19 Vaccine

8min
pages 27-29

1.18 Food Share in Households’ Budget across Sub-Saharan African Countries

2min
page 38

1.1 Global Shares of the Russian Federation and Ukraine in Food Staples, 2020/21

5min
pages 30-31

1.27 GDP Growth in Nigeria, by Sector

1min
page 46

1.25 Contribution to GDP Growth, Demand Side

2min
page 44

1.26 Output Deviation from Pre-Pandemic Trend

2min
page 45

1.1 The Resurgence of Inflation in Advanced Economies

3min
page 20

1.7 Purchasing Managers’ Composite Index in Sub-Saharan Africa

2min
page 25
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Africa's Pulse, No. 25, April 2022 by World Bank Publications - Issuu