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  • Australian Data Archive

    The Australian Data Archive provides facilities for collecting and archiving digital research data, which are then made available to secondary users and researchers.
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  • UK Data Archive

    The UK Data Archive is the UK's largest collection of digital research data in the social sciences and humanities.
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  • Causal Attribution Video

    This video guide, produced by UNICEF, outlines three broad strategies for causal attribution: 1) estimating the counterfactual; 2) checking the consistency of evidence for the causal relationships made e
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  • Considerations for using data responsibly at USAID

    The aim of this resource is to provide a framework for identifying and understanding risks associated with the collection and use of data.
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  • Data value map

    The purpose of the Data Value Map is to spark new conversations and new thinking about how data initiatives can add value to an organisation. 
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  • UNICEF webinar: Overview: strategies for causal inference

    What is causal attribution? Do you need a counterfactual to determine if something has caused a change? Professor Patricia Rogers provides an overview of how to determine causal attribution in impact evaluations.
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  • Rethinking Social Inquiry: Diverse Tools, Shared Standards (Second Edition)

    This second edition of Rethinking Social Inquiry has the aim of redirecting ongoing discussions of methodology in social and political science.
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  • Contemporary thinking about causation in evaluation

    This paper was produced following a discussion between Thomas Cook and Michael Scriven held at The Evaluation Center and Western Michigan University’s Interdisciplinary PhD in Evaluation program jointly hosted Evaluation Cafe´ event on cont
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  • Bradford Hill criteria for causal inference

    Based on a presentation at the 2015 ANZEA Conference, this free downloadable book presents the Bradford Hill criteria and discusses some ways of using them in practice to draw causal conclusions.
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  • The environment and disease: Association or causation?

    In this original article from 1965, Sir Austin Bradford Hill, Professor Emeritus of Medical Statistics, lays out what will ultimately come to be known as the Bradford Hill criteria.
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  • Environmental flows monitoring and assessment framework

    This resource from the Cooperative Research Centre for Freshwater Ecology provides a framework for assessing environmental flow management plans.
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  • Making causal claims

    This brief, authored by John Mayne for the Institutional Learning and Change (ILAC) Initiative argues the need for a different perspective on causality.
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  • Responsible data stewardship

    This report from the Open Data Institute discusses key concepts including ‘data stewardship’, ‘data ethics’, ‘data justice’ ‘data for good’ ‘responsible data’, ‘data sovereignty’, ‘Indigenous data sovereignty’, and ‘data feminism’.
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  • The rigor of case-based causal analysis: Busting myths through a demonstration

    This paper focuses on the utilisation of case-based designs for conducting causal analysis and dispelling two misconceptions about their use in the context of evaluation.
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  • Impact evaluation: A guide for commissioners and managers

    This guide, written by Elliot Stern, aims to support managers and commissioners in gaining a deeper and broader understanding of impact evaluation.
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  • Data cleaning 101

    This paper from the Robert Wood Johnson Medical School outlines a step-by-step process for verifying that data values are correct or, at the very least, conform to a set of rules through the use of a data cleaning process.
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