
Human Development and the Data Revolution
Description
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Content
- Cover
- Title Page
- Copyright Page
- Contents
- List of Figures
- List of Tables
- List of Editors
- List of Contributors
- Introduction
- Part I. The Potential of Big Data Analysis for Human Development: Increasing Digital Dividends or Deepening Digital Divides
- 1 Opportunities and Challenges of Data-driven Development
- 2 Big Mobile Data for Social Good: Opportunities and Challenges
- 3 Digital Forms of Exclusion, Big Data, and Measurement of UN Sustainable Development Goals in Africa: An Ecological Systems Theory Perspective
- 4 Making Human Measurement Matter for Human Development: Towards a Theory of Change for the Data Revolution and "Human AI''
- Part II. The Emerging Uses of Big Data Analysis in Human Development: Case Studies from Around the World
- 5 Predicting Socioeconomic Status Using Big Data
- 6 Reinventing the Social Contract in an Age of Big Data
- 7 Leveraging Big Data for Public Purposes in the Global South: LIRNEasia's Experiences
- 8 Advancing Human Development with Artificial Intelligence: Experimental Work from Uganda
- 9 Extracting Insights in and around Government: Experiences in South Africa
- Part III. Strategies, Tools, and Methods for Inclusive Big Data Analysis in Human Development
- 10 Digital Data Handling: A Tutorial Approach
- 11 Sources of Big Data in Global Development
- 12 Methods for the Analysis of Big Data in Development
- Part IV. Issues of Ethics, Justice, and Legal Frameworks RElated to Big Data Analysis in Human Development
- 13 Data Justice for International Development: A Structural Model and Manifesto
- 14 The Ethics of Big Data as a Public Good: Which Public? Whose Good?
- Index
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