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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.ResourceCausal 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 mResourceData 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.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.ResourceContemporary 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 onResourceGeospatial 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…ResourceBradford 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.ResourceThe 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.ResourceEnvironmental flows monitoring and assessment framework
This resource from the Cooperative Research Centre for Freshwater Ecology provides a framework for assessing environmental flow management plans.ResourceInternet questionnaire
An internet questionnaire allows the collection of data through an electronic set of questions that are posted on the web.MethodWord 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.MethodMaking 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.ResourceImpact 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.ResourceThe 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.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?ResourceUNICEF 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.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 usiResourceFrom 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.ResourceMonitoring and evaluation for thinking and working politically
This article explores the challenges of monitoring and evaluating politically informed and adaptive programmes in the international development field. Authors Thomas Aston, Chris Roche, Marta Schaaf & Sue Cant.Resource