Development Data

Turning Data into Actionable Insights

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The amount of data in the world is growing at an unprecedented rate, and data is becoming an integral part of the daily lives of most people everywhere. How do we tap the full value of data, ensuring equitable access for poor people? What reforms are needed in data governance to protect individuals, businesses, and societies from harm? 

To explore how data can better advance development objectives, this topic page brings together important policy messages derived from World Bank research, including the World Development Report 2021: Data for Better Lives and other reports and papers. It also provides additional valuable resources for researchers and policymakers seeking to better understand and address the use of data for development.

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Key Policy Messages

These are major themes and messages emerging from the latest World Bank research on using data to advance global development priorities. Click on each card to learn more and access related publications. 

Countries need a new social contract for data

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Countries need a new social contract for data

An agreement among all participants for creating, reusing, and sharing data is needed. This new social contract should

  • Enable the use and reuse of data to create economic and social value.
  • Promote equitable opportunities to benefit from data.
  • Foster citizens' trust in data systems.

Legal systems can be instruments for establishing, facilitating, and enforcing social contracts.

Public intent data can enable improvements in service delivery, targeting, accountability, and empowerment

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Public intent data can enable improvements in service delivery, targeting, accountability, and empowerment

Public intent data hold great potential to make public programs and policy more effective. Governments should: 

  • Prioritize the production of robust data and enhance trust in its quality. 
  • Provide long-term, stable financing for data; invest in technical and statistical capacity; and address data literacy and infrastructure needs. 
  • Enact legislation for safe data production and reuse.
  • Encourage the open and transparent use of data for decision making.

Private intent data can fuel growth and boost development

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Private intent data can fuel growth and boost development

Data collected and curated by the private sector hold great potential to spur economic development and create jobs. To support this, policy makers should:

  • Regulate data collection practices and ensure safe data storing and usage.
  • Address constraints to achieving scale. 
  • Introduce sector regulations and support schemes to provide a level playing field for all firms.

Repurposing and combining data can deepen their development impact

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Repurposing and combining data can deepen their development impact

To encourage more efforts to repurpose and combine data, governments should:

  • Invest in creating data interoperability and in the research needed to leverage data.
  • Emphasize policy initiatives and investments to build the data skills of analysts and decision-makers.
  • Create institutional environments that encourage the use of sophisticated data and evidence in policy making.

Governments should align data governance with the social contract

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Governments should align data governance with the social contract

The building blocks to deliver benefits from data while safeguarding against harmful outcomes include:

  • Infrastructure policies: For universal broadband coverage and investments in domestic infrastructure to exchange, store, and process data.
  • Laws and regulations: Safeguards to protect data. Enablers to facilitate data sharing.
  • Economic policies: Antitrust policies for data platform businesses, trade policies in data-enabled services, and taxation policies of data platform businesses.
  • Institutions: Government entities to oversee, regulate, and secure data.

Governments and their partners should build integrated national data systems

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Governments and their partners should build integrated national data systems

An Integrated National Data System (INDS) is a framework that allows a country to share data between national participants safely while maximizing the benefit equitably. A well-functioning INDS: 

  • Builds data production, protection, exchange, and use in planning and decision making.
  • Actively engages stakeholders.
  • Requires financing/incentives to produce/protect/share data. 
  • Invests in physical and human capital to improve data governance, analytical and data security skills, and data literacy of the general public.

Multimedia

The Government Analytics Handbook: Leveraging Data to Strengthen Public Administration

In this short video, the co-editors of the Government Analytics Handbook provide an overview of the purpose and contents of the book. They present it as a blueprint for governments for using data to diagnose problems in public administration, and to improve efficiency and service delivery.

Visualizing Progress: Data Insights from the Atlas of Sustainable Development Goals

The 2023 Atlas of Sustainable Development Goals (SDGs) is a visual resource showcasing progress and setbacks in achieving the SDGs through interactive storytelling and data visualization. It provides decision-makers, the development community, academics, journalists, and the public with data insights for each of the 17 Sustainable Development Goals and introduces concepts about how some SDGs are measured.

World Development Report 2021 Launch Event

At the global launch of World Development Report 2021, former World Bank Group President David Malpass, former Estonian President Kersti Kaljulaid, Microsoft President Brad Smith, and WTO Director General Ngozi Okonjo-Iweala discussed data’s tremendous potential to improve lives.

ResourcesResources

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Deep Dive into Data Visualization

This intermediate-level course is designed to provide a holistic overview of data visualization including the use of charts, dashboards and other visual assets to create intuitive interactive and static data products for varied audiences. The course is also designed with activity components, allowing participants to create varied outputs, ensuring their understanding of the different tools being taught. 

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Microdata Dissemination and Protection

This intermediate-level course offers foundational tools and methods for microdata anonymization, protection and dissemination. The course presents the use of international metadata standards and best practices for the documentation and cataloguing of microdata through hands-on training sessions and open-source software and tools. All software applications used in training are open-source software and freely downloadable. 

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Online Course on the 2021 World Development Report

A Massive Open Online Course (MOOC) was organized by the World Bank based on the World Development Report 2021: Data for Better Lives. It included lessons and insights from 19 leading World Bank economists, data scientists, and other experts and authors of the report.

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Generative AI and LLMs: An Introduction

The emergence of Generative Artificial Intelligence (AI) and Large Language Models (LLMs) has revolutionized the field of natural language processing. This introductory course aims to demystify generative AI and LLMs for both technical and non-technical audiences working with statistical and other types of data in development work. It will provide a comprehensive overview of the foundational knowledge required to understand LLMs, core concepts in generative AI and recipes and suggestions on practical applications of generative AI in different stages of statistical work.

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