https://www.ohchr.org/en/publications/policy-and-methodological-publications/development-finance-institutions-and-digital
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Title page 1
Contents 4
ACKNOWLEDGEMENTS 7
ABBREVIATIONS AND ACRONYMS 8
FOREWORD 9
EXECUTIVE SUMMARY 10
CHAPTER I. INTRODUCTION AND OVERVIEW 18
A. INTRODUCTION 18
B. DIGITAL OPPORTUNITIES AND RISKS IN DEVELOPMENT FINANCE INSTITUTION PORTFOLIOS 24
C. HOW DIGITAL RISKS DIFFER FROM TRADITIONAL ENVIRONMENTAL AND SOCIAL RISKS 35
CHAPTER II. STATE OF PLAY IN DEVELOPMENT FINANCE INSTITUTION DIGITAL RISK MANAGEMENT 42
A. CURRENT APPROACHES TO MANAGING DIGITAL RISK 42
1. DIGITAL STRATEGIES 43
2. ENVIRONMENTAL AND SOCIAL SAFEGUARDS ADDRESSING DIGITAL RISKS 48
3. OTHER OPERATIONAL POLICIES THAT ADDRESS DIGITAL RISKS 54
4. SPECIALIZED LEGAL PROVISIONS 56
5. OTHER DIGITAL INITIATIVES, TOOLS AND PUBLICATIONS 57
6. STANDARD-SETTING ACTIVITIES 61
B. ANALYSIS OF DIGITAL PROJECTS IN FOUR SECTORS 62
1. PUBLIC ADMINISTRATION SECTOR 63
2. FINANCIAL SECTOR 77
3. HEALTH SECTOR 85
4. INFORMATION AND COMMUNICATIONS TECHNOLOGY AND SERVICES SECTOR 90
C. TRENDS AND CONCLUSIONS 97
CHAPTER III. RECOMMENDATIONS - RESPONDING TO THE ANALYSIS 104
A. RECOMMENDATIONS FOR ENHANCING THE GOVERNANCE OF DIGITAL RISKS 104
1. BASELINE ASSESSMENT AND STOCKTAKE 104
2. BALANCED DIGITAL STRATEGIES 105
3. CLEARER EVIDENCE AND PREREQUISITES FOR INVESTMENT AND ADVISORY SERVICES 106
4. APPROPRIATE DIGITAL SAFEGUARDS 109
5. APPROPRIATE RISK MANAGEMENT APPROACHES AND TOOLS 114
6. STRENGTHENING TRANSPARENCY 116
7. REIMAGINING STAKEHOLDER ENGAGEMENT 117
8. STRENGTHENING ACCOUNTABILITY 119
9. CULTIVATING EXPERTISE AND SUPPORTING CAPACITY DEVELOPMENT 121
B. CONCLUDING REMARKS 121
ANNEX I. WHAT A DIGITAL SAFEGUARD COULD LOOK LIKE 124
ANNEX II. METHODOLOGY 128
Tables 6
Table 1. Criteria applied to extract project lists and data by DFI 130
Table 2. Key terms used to search for projects in DFI databases 130
Table 3. Search terms most frequently found in digital projects in DFI databases 131
Figures 6
FIGURE I. VALUE OF DIGITAL AND NON-DIGITAL PROJECTS FINANCED, 2019-2023 25
FIGURE II. NUMBER OF DIGITAL PROJECTS APPROVED, 2019-2023 26
FIGURE III. NUMBER OF PUBLIC SECTOR DIGITAL PROJECTS BY TYPE OF PROJECT FINANCING, 2019-2023 26
FIGURE IV. NUMBER OF DIGITAL PROJECTS BY TYPE OF RECIPIENT, 2019-2023 27
FIGURE V. OVERVIEW OF DFI APPROACHES TO MANAGING DIGITAL RISKS 43
FIGURE VI. DIGITAL PROJECTS BY E&S RISK CLASSIFICATION, 2019-2023 54
Boxes 5
Box 1. Definition and examples of digital risk 29
Box 2. Case study - Is digitalization the best choice? 33
Box 3. DFI digital strategies that recognize digital risks 46
Box 4. Provisions on digital risks in E&S safeguards and supporting materials 50
Box 5. Examples of internal digital risk management processes 55
Box 6. Examples of specialized contractual provisions in private sector contracts 57
Box 7. Examples of digital initiatives and tools 58
Box 8. New tools for assessing and managing digital risks (including human rights risks) 60
Box 9. Examples of digital publications that address human rights risks 60
Box 10. Examples of standard-setting activities 61
Box 11. Examples of types of digital public administration projects 64
Box 12. Examples of digital identification projects 70
Box 13. Example of a biometric data collection project 73
Box 14. Human rights analyses of DFI-funded digital public services 75
Box 15. Examples of digital public services projects 76
Box 16. Overview of DFI approaches to digital financial services 80
Box 17. Addressing fintech risks 81
Box 18. Examples of digital financial services projects 82
Box 19. Examples of digital transformation projects with insufficient consideration of users 85
Box 20. Overview of approaches to digital risks in the digital health sector 87
Box 21. Examples of digital health projects 88
Box 22. Case study - ADB e-health project in Tonga 89
Box 23. Overview of approaches to digital risks in the ICT sector 92
Box 24. Examples of emerging DFI work on AI 93
Box 25. Examples of digital infrastructure projects 94
Box 26. Examples of digital services projects 96
Box 27. Example of a project supporting better AI 97
Box 28. Example of an updated exclusion list 107
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