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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.ResourceMeasuring what matters (a thinking tool)
Measuring what matters is a decision-support tool. It helps users select data collection methods based on: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.ResourceDecision making matrix - Word template
A decision making matrix can be useful to summarise decision makers and types of decisions in a matrix which can be referred to when developing and implementing evaluation processes.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…ResourceFormal meeting processes
Studies have demonstrated that attendance at meetings and conferences, planning discussions within the project related to use of the program evaluation, and participation in data collection foster feelings of evaluation involvement among stMethodWord 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?ResourceIterative design and monitoring for adaptive management: How causal link monitoring can help
Development actors are embracing the concept and practice of adaptive management, using evidence to inform ongoing revisions throughout implementation.BlogQualitative 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.ResourceDiscussion note: Complexity aware monitoring
USAID’s Office of Learning, Evaluation and Research (LER) has produced a Discussion Note: Complexity-Aware Monitoring, intended for those seeking cutting-edge solutions to monitoring complex aspects of strategies and projects.ResourceCausal Pathways introductory session: Causal link monitoring
This session of the Causal Pathways Symposium 2023, by Heather Britt, introduced causal link monitoring, a method for integrating monitoring data and evaluation in order to address causality amid complexity.ResourceCausal link monitoring brief
Causal Link Monitoring (CLM) integrates design and monitoring to support adaptive management of projects.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"ResourceCausal link monitoring
Causal link monitoring (CLM) is an approach to designing and implementing monitoring, evaluation and learning (MEL) systems that prioritise information for managing adaptively in complexity.Approach