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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.RessourceData 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.RessourceJason Davies data viz examples
Jason Davies' website contains a large number of data viz examples, particular around geo data. It also contains some links to to tools, including a word cloud and tree map.RessourceDabbling 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.RessourceEval 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.RessourceBig data for development: challenges & opportunities
This white paper by UN Global Pulse examines the use of Big Data in development contexts.RessourceEvaluating networks - some resources and some software
BetterEvaluation is on the ground at the European Evaluation Society 10th Biannual conference in Helsinki this week.BlogExcel for evaluation
This website, created by Ann Emery, provides a series of short videos on using Microsoft Excel to analyze data.RessourceGeospatial 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.RessourceNetwork evaluation
A network evaluation may consider a range of questions and adopt a variety of options for undertaking the evaluation depending on factors such as the type, size, stage of development and purpose of the network.ThemeBetterEvaluation 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?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.Method52 weeks of BetterEvaluation: Week 8: Using social network analysis for M&E
Most of the work done in development is done in collaboration, in partnership with individuals or organizations who contribute to a particular task or project we are working on.BlogAddressing 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.RessourceEtudes De L'AFD N° 2 | Analysis, monitoring, and evaluation of contributions to social change - Meaningfully measuring international solidarity and decentralized cooperation
There are many actors in the field of international solidarity and decentralized development cooperation who seek to orient or contribute to “social change”.RessourceContribution 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.RessourceUNICEF 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?RessourceContribution 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 usiRessourceLearning 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.RessourceProcess 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 impRessourceContribution 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.RessourceContribution 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.RessourceTools 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.RessourceFrom 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.RessourceContribution 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.RessourceContribution 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 effortsRessourceIntroduction: 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.RessourceMaking 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 pourRessourceDesigning 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.RessourceContribution 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 progrRessourceFinding 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.Ressource