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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.ResourceTheory of change thinking in practice - A stepwise approach
This guide builds on work of HIVOS' experimentation with and learning about Theory of Change (ToC), including the work of its Theory of Change Learning Group (established 2010).ResourceThe hidden life of theories of change
One common criticism of Theory of Change is that it is often used as a framework that fixes agreements rather than as a living, guiding tool that helps reflection and adaptation.ResourceChecklist for straightforward evaluation reports
This checklist by Kelly N. Robertson and Lori Wingate provides suggestions for the content and organization of long-form evaluation reports that are concise, easy to understand, and easy to navigate.ResourcePartnership Indicators: Measuring the effectiveness of multi-sector approaches to service provision
This paper provides considerations for the creation of partnership indicators for tri-partite partnerships (private sector, public sector and civil society/NGOs) in water and sanitation provision for poor communities in developing countriesResourceGlobal peace index
The Global Peace Index, an initiative of Institute for Economics and Peace (IEP), provides a ranking for each nation in regards to their peacefulness.ResourceQualitative comparative analysis: A valuable approach to add to the evaluator’s ‘toolbox’? Lessons from recent applications
Based on the lessons from three diverse applications of Qualitative Comparative Analysis (QCA), this Centre for Development Impact Practice Paper by Florian Schatz and Katharina Welle reflects on the potential of this approach for theResourceBuilding a common outcome framework to measure nonprofit performance
This guide from the Urban Institute outlines core indicators for 14 categories of not for profit organisations and then provides a common framework that can be used by all nonprofit programmes.ResourceBetter ways of choosing and using metrics in evaluation of impact investing
We invited Mishkah Jakoet shares some thoughts on how metrics can be more useful for impact investing.BlogObjectives-Based Evaluation (OBE) for impact investing
Bob Picciotto is a former Director General of the Independent Evaluation Group which oversees evaluation in the International Finance Corporation, an agency dedicated to the promotion of private sector development in developiBlogWeek 20: A língua dominante em avaliação é o inglês?
Infelizmente acredito que sim.BlogEditing reports for an audience
Evaluation reporting is important.BlogWriting for utilisation
Evaluators need to communicate better and foster the utilisation of evaluation findings through clear and engaging writing.BlogData mining
Data mining is the systematic process of discovering patterns in data sets through the use of computer algorithms.MethodAn introduction to data mining
This webpage, produced by Kurt Thearling, provides an extensive overview of data mining and its applications. The page includes specific examples and links to a tutorial and research papers on data mining.ResourceEvaluation report layout checklist
This checklist from Stephanie Evergreen distills the best practices in graphic design and has been particularly created for use on evaluation reports.ResourceThe role of research in pro-poor dairy policy shift in Kenya
This working paper forms part of the International Livestock Research Institute’s (ILRI’s) and Overseas Development Institute’s (ODI’s) ‘Process and Partnership foResourceQualitative comparative analysis
Qualitative Comparative Analysis (QCA) is an evaluation approach that supports causal reasoning by examining how different conditions contribute to an outcome.ApproachUsing qualitative comparative analysis to explore causal links for scaling up investments in renewable energy
This paper illustrates how qualitative comparative analysis (QCA) was used to identify causal pathways for scaling renewable energy to meet sustainable development and climate goals.ResourceCompasss: Comparative methods for systematic cross-case analysis
COMPASSS (Comparative methods for systematic cross-case analysis) is a website that has been designed to develop the use of systematic comparative case analysis as a research strategy by bringing together scholars and practitioners who sharResourceSet-theoretic methods for the social sciences: A guide to qualitative comparative analysis
This book, by Schneider and Wagemann, provides a comprehensive overview of the basic principles of set theory to model causality and applications of Qualitative Comparative Analysis (QCA), the most developed form of set-theorResourceAn introduction to applied data analysis with qualitative comparative analysis
This article by Nicolas Legewie provides an introduction to Qualitative Comparative Analysis (QCA). It discusses the method's main principles and advantages, including its concepts.ResourceWhat is qualitative comparative analysis (QCA)?
This slide show from Charles C Ragin, provides a detailed explanation, including examples, that clearly demonstrates the question, 'What is QCA?'.ResourceA critical review of applications in QCA and fuzzy-set analysis and a ‘toolbox’ of proven solutions to frequently encountered problems
This paper from Patrick A. Mello focuses on reviewing current applications for use in Qualitative Comparative Analysis (QCA) in order to take stock of what is available and highlight best practice in this area.Resource