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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.ResourceBig 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.MethodAddressing 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.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?ResourceContribution analysis
Contribution analysis is an evaluation approach that provides a systematic way of understanding an intervention's contribution to observed outcomes or impacts.ApproachQualitative 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 usiResourceLearning through and about contribution analysis for impact evaluation
This article from the Institute of Development Studies (IDS) discusses the Centre for Development Impact's five-year journey in innovating and understanding contribution analysis as a primary method for impact evaluation.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 impResourceContribution analysis: A promising method for assessing advocacy's impact
The paper provides a background about contribution analysis and a summary of the steps involved in carrying out the method.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.ResourceTools and tips for implementing contribution analysis
This learning brief offers practical lessons on applying contribution analysis to advocacy impact evaluations. Authors Laura Hopkins, ITAD Ltd., published by Center for Evaluation Innovation.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 and estimating the size of effects: Can we reconcile the possible with the impossible?
This paper explores how contribution analysis can be used to give a quantitative sense of a contribution's importance.ResourceContribution 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 effortsResourceIntroduction: Contribution, causality, context, and contingency when evaluating inclusive business programmes
This IDS Bulletin discusses approaches and methods for meaningful impact evaluation, building on real-world experiences with theory-based evaluation in inclusive business programmes.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 pourResourceDesigning contribution analysis of participatory programming to tackle the worst forms of child labour
This Research and Evidence Paper presents the theory-based and participatory evaluation design of the Child Labour: Action-Research-Innovation in South and South-Eastern Asia (CLARISSA) programme.ResourceContribution analysis for adaptive management
This briefing note shares guidance on using contribution analysis for adaptative management by examining how the approach enables programmes to work with theories of change in a practical, reflexive way and how its findings can inform progrResourceFinding and using causal hotspots: A practice in the making
This article from the Institute of Development Studies (IDS) is the second in a series discussing the use of contribution analysis (CA) for impact evaluation.ResourceCausal Pathways introductory session: Contribution analysis
This session of the Causal Pathways Symposium 2023, by Drew Koleros, explored the use of contribution analysis as a theory-based approach to evaluation to unpack complexity within complex systems change evaluations.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.ResourceThe triviality of measuring ultimate outcomes: Acknowledging the span of direct influence
This article, written by Giel Ton, Sietze Vellema and Lan Ge for the IDS Bulletin, argues that instead of using household surveys to assess the effects of programs the focus should be on detailed measurement of more immediateResourceCausal 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"Resource