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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.ResourceRQ+ Research Quality Plus. A Holistic Approach to Evaluating Research
This report describes a holistic approach and assessment framework for evaluating 'research' that goes beyond the traditional deliberative means (e.g., peer review) and often used analytics (e.g., bibliometrics).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.ResourcePositioning participation on the power spectrum
In the second blog in the 4-part series about participation in evaluation, Irene Guijt and Leslie Groves focus on making power relationships and values in 'participatory' evaluation processes explicit to avoid tokenistic partBlogBetterEvaluation 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…ResourceHandbook on monitoring, evaluating and managing knowledge for policy influence
This handbook from the Center for the Implementation of Public Policies Promoting Equity and Growth (CIPPEC) is designed to support research institutions develop monResourceRegression discontinuity
Regression Discontinuity Design (RDD) is a quasi-experimental evaluation option that measures the impact of an intervention, or treatment, by applying a treatment assignment mechanism based on a continuous eligibility index which is a variaMethodWord 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.MethodSteering group
Evaluation management often involves a steering group, which makes the decisions about the evaluation.MethodTools for knowledge and learning: A guide for development and humanitarian organisations
This tool kit presents entry points and references to the wide range of tools and methods that have been used to facilitate improved knowledge and learning in the development and humanitarian sectors.ResourceKnowledge management and organizational learning
This article provides an overview of knowledge management and it's role in organisational learning.ResourceQuasi-experimental methods for impact evaluations
This video lecture, given by Dr Jyotsna Puri for the Asian Development Bank (ADB) and the International Initiative for Impact Evaluation (3ie), demonstrates how the use of quasi-experimental methods can circumvent the challenge of creatingResourceQuasi-experimental design and methods
This guide, written by Howard White and Shagun Sabarwal for UNICEF looks at the use of quasi-experimental design and methods in impact 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: Quasi-experimental design and methods
What is the main difference between quasi-experiments and RCTs? How can I measure impact when establishing a control group is not an option?ResourceEthics framework and guidelines: A guide for research funding organizations implementing participatory activities
This framework supports the ethical preparation, implementation, and evaluation of participatory processes in research funding and (applied) research & innovation (R&I).ResourceSAVE Toolkit: Technologies for monitoring in insecure environments
In this toolkit from the SAVE research programme, users can find a detailed summary of technologies suited to monitoring in insecure environments, including applications, their pros and cons as well as many links to more detailed informatioResourceQualitative 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.Resource