The Converging Technology Revolution and Human Capital

Page 117

Technology in the World Bank’s Portfolio  l  83

Breakdown of Technology Components of the World Bank’s Human Capital–Related Portfolio in South Asia The portfolio review findings confirm that the World Bank has a substantial engagement in technology in South Asia, with ongoing investments of about US$6.4 billion across all three dimensions of human capital. The findings also indicate that the scope of technology interventions tends to be focused on the build and protect pillar of the human capital framework, with relatively limited engagement in the deploy and utilize and empower pillars. About US$5.3 billion is allocated to building and protecting human capital, US$1.6 billion to deploying and utilizing human capital, and US$0.3 billion to empowering human capital.1 Figure 6.1 shows the breakdown of the technology components under the build and protect pillar by sector and according to the technology classification schema reflected in figure 2.3 in chapter 2. The individual technology products in figure 2.3 are broken down into those for government administration, frontline service delivery agents, and beneficiaries. Digital platforms in the classification schema in figure 2.3 are divided into two subcategories: systemic ecosystem-level interventions (shown at the top of figure 6.1) and building blocks, which are ecosystem enablers (shown at the bottom of figure 6.1). Systemic ecosystem-level interventions include the implementation of data systems and the transition to government-as-a-platform, while building blocks comprise essential elements such as connectivity, unique identification, and digital payment mechanisms. Overall, there is no obvious predominance of Global Practices (GPs). All human development GPs (Health, Nutrition and Population; Education; and Social Protection) and various contributing GPs have comparable presences, with investments supporting government administration, frontline service providers, and beneficiaries. A significant proportion of technology investments is for frontline service providers (such as schools and hospitals). Time series analysis reveals that over time the focus has shifted from general government administration to frontline service providers, especially in health and education during the COVID-19 pandemic.2 And yet a significant share of technology investments continues to be directed at earlier-generation technology products such as management information systems. Another sizable share of technology interventions is aimed at beneficiaries, especially in health and education. However, relatively little is spent on digital platforms either at the system level or at the building block level. Together, the two levels account for US$1 billion, somewhat equally divided between them. Compared with investments in the build and protect pillar, investments in both the deploy and utilize pillar (US$1.6 billion) and the empower pillar (US$300 million) are smaller (figure 6.2). Of the technology investments in the deploy and utilize dimension, about US$1.2 billion is directed at developing the specialized skills needed for research and development, primarily in health and education, and US$0.4 billion at developing employability skills and entrepreneurship. These allocations are partly explained by the


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A.4 Metatrend 4: Governance of Dual-Use Technologies

4min
pages 158-161

A.3 Metatrend 3: Complex and Dynamic Innovation Ecosystems

5min
pages 156-157

Deploy and Utilize, and Empower Human Capital

14min
pages 142-149

Rising to the Challenge

3min
pages 150-151

A.1 Metatrend 1: Technologies for Building and Protecting Human Capital

3min
pages 153-154

Synthesis

8min
pages 137-140

A.2 Metatrend 2: Data-Driven and Hybrid Human-Machine Technologies for Productive Activities

2min
page 155

Recommendations

4min
pages 134-135

Nine Action Areas for Leveraging the Converging Technology Revolution to Improve Human Capital Outcomes

2min
page 141

Critical Uncertainties

5min
pages 129-130

Introduction

1min
page 125

7.1 Scenario Analysis: Uses and Methods

2min
page 126

Technology Metatrends

4min
pages 127-128

Notes

1min
pages 123-124

Assessment of Technology Maturity in World Bank Projects

2min
page 120

Projects in South Asia: Deploy and Utilize and Empower Pillars

1min
page 119

Implications for Future Engagement

2min
page 122

Pipeline Projects in South Asia: Build and Protect Pillar

1min
page 118

Breakdown of Technology Components of the World Bank’s Human Capital–Related Portfolio in South Asia

2min
page 117

Portfolio for Human Capital

2min
page 116

References

4min
pages 112-114

Introduction

1min
page 115

Notes

2min
page 111

Conclusions

2min
page 110

5.1 National Artificial Intelligence Strategies in the South Asia Region

4min
pages 108-109

5.1 Risks Posed by Converging Technologies

4min
pages 106-107

Data Governance

4min
pages 103-104

Technology for Local Resilience and Community Innovation

2min
page 93

Introduction

1min
page 97

Governance of Converging and Dual-Use Technologies

2min
page 105

The Role of Trust in the Use of Technology

11min
pages 98-102

Conclusions

1min
page 94

at Scale: The Green Revolution and Treatment of HIV/AIDS

2min
page 90

The Digitization of Innovation and the Role of Advanced Human Capital

7min
pages 87-89

Introduction

1min
page 83

Impact of New Technologies on Labor Demand in South Asian Countries

5min
pages 84-85

References

2min
pages 81-82

Notes

2min
page 80

Conclusions

2min
page 79

Data-Driven Decision-Making in the Human Development Sectors

2min
page 78

Social Protection Sectors, South Asia

20min
pages 66-74

Technology Landscape in Health, Education, and Social Protection in South Asia

2min
page 65

Unequal Digital Access in South Asia: Barriers to Equitable Deployment of Technology

4min
pages 62-63

Human Capital

4min
pages 60-61

Opportunities for Improving Service Delivery in Health, Education, and Social Protection

4min
pages 58-59

Notes

2min
page 54

Introduction

1min
page 57

Summary

1min
page 53

References

1min
pages 55-56

The Priorities for South Asia

2min
page 36

Introduction

1min
page 35

2.1 Summary of Interview Responses: Kerala (India), Nepal, and Pakistan

3min
pages 51-52

1 Nine Action Areas in Which Technology Can Build and Protect

2min
page 42

Framing the Relationship between Human Capital and Technology

2min
page 43

Priorities for Human Capital in South Asia

2min
page 49

Perspectives from the Region: Country Expert Interviews

2min
page 50

References

1min
page 39
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