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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.ResourcePrinciples-focused evaluation the GUIDE
How can programs and organizations ensure they are adhering to core principles—and assess whether doing so is yielding desired results?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.ResourceMaking rigorous causal claims in a real-life context: Has research contributed to sustainable forest management?
This article presents an example of a rigorous non-counterfactual causal analysis that describes how different evidence and methods were used together for causal inference without a control group or comparison group.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.ResourceQualitative 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 using a range of differResourceBig data for development: challenges & opportunities
This white paper by UN Global Pulse examines the use of Big Data in development contexts.ResourceExcel for evaluation
This website, created by Ann Emery, provides a series of short videos on using Microsoft Excel to analyze data.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.ResourceBetterEvaluation 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…ResourceWord 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.MethodContribution analysis in policy work: Assessing advocacy’s influence
This brief provides a background on contribution analysis and its applications, as well as walking through five case studies in which the authors have used contribution analysis to assess whether and how advocacy efforts made a difference.ResourceContribution analysis: An approach to exploring cause and effect
This brief from the Institutional Learning and Change Initiative (ILAC) explores contribution analysis and how it can be used to provide credible assessments of cause and effect.ResourceAddressing attribution through contribution analysis: Using performance measures sensibly
This article from the Canadian Journal of Program Evaluation outlines the key steps involved with using contribution analysis as a tool to discover the contribution a program has made to particular outcomes.ResourceFrom 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.ResourceContribution analysis - Social science methods series
This paper, written by Franca Eirich and Anita Morrison for the Scottish Government, provides detailed guidance on contribution analysis and its use in Scottish settings.ResourceUNICEF 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 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 impact evaluation from ‘assessingResource