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Filter search results9 free books for learning data mining & data analysis
This list compiled by Alex Ivanovs brings together a range of books aimed at both beginners and those who are looking to fill in gaps in their knowledge.ResourceData collection & analysis video
This video guide from UNICEF looks at the issues involved in choosing and using data collection and analysis methods for impact evaluations.ResourceDabbling in the data
The guide and toolkit, Dabbling in the Data, includes detailed instructions for teams to use to delve more deeply into quantitative and qualitative data.ResourceEval C3
EvalC3 is an organised set of tools for developing, exploring and evaluating predictive models of expected outcomes. This resource and the following information was contributed by Rick Davies.ResourceAssessing the Policy Impact of ‘Indicators’: A Process-Tracing Study of the Hunger And Nutrition Commitment Index
This report applies a process-tracing approach to understand the policy impact of indicators and contributes to debates about assessing the impact of development research.ResourceComparative Hypothesis Testing Via Process Tracing
This article by by Ingo Rohlfing argues that the understanding of the doubly decisive test is misleading and that it lumps together the criteria of uniqueness and contradiction.Extract AbstractResourceBig data for development: challenges & opportunities
This white paper by UN Global Pulse examines the use of Big Data in development contexts.ResourceGoing Where the Money Is: Strategies for Taxing Economic Elites in Unequal Democracies
This paper by Tasha Fairfield asks how policymakers can get around obstacles that prevent taxing economic elites.ResourceRethinking 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.ResourceExcel for evaluation
This website, created by Ann Emery, provides a series of short videos on using Microsoft Excel to analyze data.ResourceProcess tracing: Introduction and exercises
This document provides an overview of the method of process tracing and a series of examples and exercises to aid in its teaching .ResourceGeospatial analysis in evaluation
This blog from the Independent Evaluation Group (IEG) highlights the role of geospatial data in understanding change in phenomena, and answering questions of relevance and effectiveness of development interventions.ResourcegLOCAL Evaluation Week: Yes, gLOCAL - it is not a typo
This week's guest blog is in support of the gLOCAL Evaluation week - a series of free events taking place around the globe and online between June 3-7 2019.BlogBetterEvaluation FAQ: How do you go about analyzing data that has been collected from respondents via a questionnaire?
In this edition of the BE FAQ blog, we address a question that comes up quite often: How do you go about analysing data that has been collected from respondents via a questionnaire?BlogL’évaluation en contexte de développement
Ce manuel est destiné aux personnes souhaitant s’initier à l’évaluation de programmes, en particulier en contexte de développement et de coopération internationale. À cet égard, tout en déroulant le fil d’une démarche évaluative classique, il présente…ResourceLearning from gLOCAL conversations
The week before last, we were treated to over 300 diverse, live events on evaluation in the annual event that is glocal – a week of locally hosted, globally accessible webinars, presentations and hybrid sessions that is convened by the GlobBlogThe science behind data collection - gLOCAL 2023 webinar recap
This blog shares some of the lessons from the gLOCAL2023 webinar, The science behind data collection: how to choose the best tools and approach to collect data considering the culture, context, and existing partnerships. It outlines five considerations:…BlogWord cloud
Word clouds or tag clouds are graphical representations of word frequency that give greater prominence to words that appear more frequently in a source text.MethodUNICEF webinar: Overview of data collection and analysis methods in Impact Evaluation
What is the value of using mixed methods in impact evaluation? What methods and designs are appropriate for answering descriptive, causal and evaluative questions?ResourceProcess tracing
Process tracing is a case-based and theory-driven method for causal inference that applies specific types of tests to assess the strength of evidence for concluding that an intervention has contributed to changes that have been observed orMethodQualitative research & evaluation methods: Integrating theory and practice
The fourth edition of Michael Quinn Patton's Qualitative Research & Evaluation Methods Integrating Theory and Practice, published by Sage Publications, analyses and provides clear guidance and advice for usiResourceUnderstanding process tracing
This 2011 paper, from David Collier, outlines a new framework for process tracing to achieve greater systemisation of qualitative methods. This version includes some reflections in 2019 on subsequent developments.ResourceProcess tracing and contribution analysis: A combined approach to generative causal inference for impact evaluation
This article, written by Barbara Befani and John Mayne for the IDS Bulletin (Volume 45 Number 6), outlines how the combined use of contribution analysis (CA) with process tracing (PT) can shift the focus of impResourceClearing the fog: New tools for improving the credibility of impact claims
This IIED Briefing Paper shows that the methods of process tracing and Bayesian updating can facilitate a dialogue between theory and evidence that allows for the assessing of the degree of confidence in ‘contribution claims’ in a transpareResourceFrom narrative text to causal maps: QuIP analysis and visualisation
This paper focuses on analysing raw data to produce useful visual summaries, describing in detail the processes involved in a QuIP analysis.ResourceMaking rigorous causal claims in a real-life context: Has research contributed to sustainable forest management?
This article discusses an impact evaluation that examined the contribution of two forestry research centres - the Centre for International Forestry Research (CIFOR) and the Centre de Coopération Internationale en Recherche Agronomique pourResourceCausal Pathways breakout session: Process tracing
This session of the Causal Pathways Symposium 2023, by Zoë Sutherland, explores process tracing and how it can be used to understand causal pathways.ResourceAssessing the contribution to market system change of the private enterprise programme Ethiopia
This IDS Bulletin paper examines an impact evaluation of the "Making Markets Work for the Poor" (M4P) program in Ethiopia.ResourceStraws-in-the-wind, hoops and smoking guns: What can process tracing offer to impact evaluation?
This discussion paper, written by Melanie Punton and Katharina Welle, looks at the potential use of Process Tracing in an impact evaluation context.ResourceProcess tracing as a practical evaluation method: Comparative learning from six evaluations
This 2020 paper by Alix Wadeson, Bernardo Monzani and Tom Aston presents and reflects on six evaluations where process tracing was used and identifies some key learnings.ResourceCausal Pathways 2023 Symposium and 2024 introductory sessions
This series of webinars was first presented at the Causal Pathways Symposium 2023, which focused on "connecting, learning, and building a shared understanding of the evaluation and participatory practices that make causal pathways more visible"ResourceWhat is process tracing actually tracing?
This paper from Derek Beach and Rasmus Brun Pederson provides a comprehensive overview of process tracing (PT).Resource