Resources

Integrating Big Data into Evaluation: a conversation with Michael Bamberger and Rick Davies

A MERLTech blog article on big data applications to M&E. Summarises a debate held at MERLTech London with experienced evaluators Michael Bamberger and Rick Davies. Authored by by Shawna Hoffman, Specialist, Measurement, Evaluation and Organizational Performance at the Rockefeller Foundation.

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Information and Communication Technologies for Development Evaluation

This book gives an insight into the implications of new and emerging technologies in development evaluation. It looks at the potential applications of big data analytics, machine learning and remote sensing, among others. The authors focus primarily on development evaluation, in the context of the Sustainable Development Goals. Nevertheless, much of the discussion has application

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Measuring results and impact in the age of big data

Measuring results and impact in the age of big data: The nexus of evaluation, analytics, and digital technology. This report explores how data science and new digital technology can be used to measure the results and impact of development assistance interventions. Authored by Peter York and Michael Bamberger, with the support of the Rockefeller Foundation.

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DSEG Ethical Framework

A framework for applying data science methods to humanitarian action. Compiled by the multi-agency Data Science and Ethics Group https://www.hum-dseg.org/ Provides a set of ethical and practical guidelines for humanitarian data collectors, users, and stakeholders to consider when applying data science for humanitarian work. https://www.hum-dseg.org/dseg-ethical-framework

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