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"The goal of this Data Governance Toolkit is to guide non-profit organizations through the steps and best practices for implementing Data Governance within your organization, while keeping in mind the changing organization IT landscape, enterprise architecture and program deliverables. To support or
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Data Ethics Toolkit: A companion to the Data Ethics Guidebook
Oakland, Cal.: Informing Change (2022), 21 pp.
"This Toolkit is a companion resource to the Guidebook for Ethical Thinking. Its contents represent practical tools for putting the Guidebook recommendations into practice, from a one-page map for ethical thinking to customizable consent forms to Stories from the Field." (Page 2)
Open Science for Peacebuilding Toolkit
Berlin: Global Innovation Gathering (GIG); Vilsquare (2022), 43 pp.
"The aim of this Open Science and Peacebuilding Toolkit is to provide an open, living collection of resources for innovation hubs operating in conflict or post-conflict environments, creating a joint framework for open science and peacebuilding in action. It seeks to enable makerspaces across the wo
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Data sovereignty in agricultural value chains
Bonn; Eschborn: Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) (2022), 50 pp.
Data for Development: Harnessing Digital Media Intelligence
London: International Institute for Environment and Development (IIED) (2022), 4 pp.
"Internet access is exploding around the world. In the 10 years up to 2021, the proportion of people around the world with access to the internet grew from 33 to 63%, and by 2022 the number of active social media users hit 4.62 billion. Policymakers and opinion formers have an opportunity to tap int
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Datafest Africa22 Report
Datafest Africa; Pollicy (2022), 18 pp.
"DataFest Africa is an annual event that seeks to celebrate data use in the region by bringing together a variety of stakeholders of diverse backgrounds such as government, civil society, academics, students and private industry experts under one roof and theme. Since 2019, Pollicy, with support fro
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Mapping the Public Voice for Development: Natural Language Processing of Social Media Text Data
Manila: Asian Development Bank (ADB) (2022), xi, 114 pp.
"This report aims to introduce techniques and procedures of NLP (Natural Language Processing), the computational preparation and analysis of text data, to map the public voice and aid development. First, the report introduces essential concepts of communication and elaborates on the theoretical foun
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Datafication, Power and Control in Development: A Historical Perspective on the Perils and Longevity of Data
Progress in Development Studies, volume 22, issue 4 (2022), pp. 352-373
"The collection, processing, storage and circulation of data are fundamental element of contemporary societies. While the positivistic literature on ‘data revolution’ finds it essential for improving development delivery, critical data studies stress the threats of datafication. In this article,
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Harnessing the Potential of Big Data in Post-Pandemic Southeast Asia
Manila: Asian Development Bank (ADB) (2022), 44 pp.
"This publication is the last of four reports from a regional study completed in 2021 and funded by the technical assistance of the Asian Development Bank (ADB) on Policy Advice for COVID-19 Economic Recovery in Southeast Asia. The project supports the recovery efforts of Southeast Asian countries t
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How Big Data Can Bolster Autocratic Legitimacy (Via the Rhetoric of Safety and Convenience)
Tokyo: Toda Peace Institute (2022), 14 pp.
"This Policy Brief examines the different ways in which big data collection serves autocratic agendas by hiding the oppressive potential of heightened surveillance through promises of enhanced safety, convenience, and modernisation. Political actors with autocratic agendas can package their governan
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Data Governance, Asian Alternatives: How India and Korea Are Creating New Models and Policies
Washington, DC: Carnegie Endowment for International Peace (2022), 114 pp.
"This volume highlights some of the alternative models that have originated in two major Asian democracies, India and South Korea. It compares these two countries’ distinctive approaches through case studies that demonstrate just how much more complex the world will be than the common-place predic
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New Perspectives in Critical Data Studies: The Ambivalences of Data Power
Cham: Palgrave Macmillan (2022), xxv, 473 pp.
"This Open Access book examines the ambivalences of data power. Firstly, the ambivalences between global infrastructures and local invisibilities challenge the grand narrative of the ephemeral nature of a global data infrastructure. They make visible local working and living conditions, and the reso
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Exposed and Exploited: Data Protection in the Middle East and North Africa
Access Now (2021), 45 pp.
"In this report, we highlight how privacy and data protection violations by state and non-state actors are compounded by the lack of legal data protection safeguards which would obligate public entities, private companies, and international organizations to respect and adhere to data protection prin
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Data for Better Lives
Deep Insights
Washington, DC: World Bank (2021), xviii, 326 pp.
"This report aims to answer two fundamental questions. First, how can data better advance development objectives? Second, what kind of data governance arrangements are needed to support the generation and use of data in a safe, ethical, and secure way while also delivering value equitably? One impor
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We Need to Talk About Data: Framing the Debate Around Free Flow of Data and Data Sovereignty
Internet and Jurisdiction Policy Network (2021), 55 pp.
"On the one hand, “Free Flow of Data” is advocated by many as a critical enabler of digital transformation, innovation, economic growth and social benefits. At the same time, various concerns related to privacy, taxation, competition, security, and even the democratic process, have prompted poli
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Development Research in Practice: The DIME Analytics Data Handbook
Key Guides
Washington, DC: World Bank (2021), xviii, 209 pp.
"Development Research in Practice: The DIME Analytics Data Handbook is intended to teach all users of development data how to handle data effectively, efficiently, and ethically. An empirical revolution has changed the face of development research over the last decade. Increasingly, researchers are
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Emerging technology trends: Artificial intelligence and big data for development 4.0
Geneva: ITU (2021), xv, 87 pp.
"Intended as a guide for policy-makers and other stakeholders in crafting a national AI and data strategy for development, the report highlights opportunities and outlines good policy and regulatory practices for implementation, while also flagging key challenges and offering hands-on suggestions in
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Better Data Visualizations: A Guide for Scholars, Researchers, and Wonks
New York: Columbia University Press (2021), xi, 449 pp.
"This book details essential strategies to create more effective data visualizations. Jonathan Schwabish walks readers through the steps of creating better graphs and how to move beyond simple line, bar, and pie charts. Through more than five hundred examples, he demonstrates the do's and don'ts of
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