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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.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…ResourceCatholic relief services'; (CRS) Guidance for developing logical and results frameworks
This document was primarily written to provide guidance for conceptualizing, writing, selecting and measuring project performance indicators.ResourceWord 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?ResourceMultiple lines and levels of evidence
Multiple lines and levels of evidence (MLLE) is a systematic approach to causal inference that involves bringing together different types of evidence (lines of evidence) and considering the strength of the evidence in terms of different indMethodJournals and logs
Journals and logs are forms of record-keeping tools that can be used to capture information about activities, results, conditions, or personal perspectives on how change occurred over a period of time.MethodIntegrity
Integrity refers to ensuring honesty, transparency, and adherence to ethical behaviour by all those involved in the evaluation process.MethodCultural competency
Cultural competency involves ensuring that evaluators have the skills, knowledge, and experience necessary to work respectfully and safely in cultural contexts different from their own.MethodFeasibility
Feasibility refers to ensuring that an evaluation can be realistically and effectively implemented, considering factors such as practicality, resource use, and responsiveness to the programme's context, including factors such as culture andMethodInclusion of diverse perspectives
Inclusion of diverse perspectives requires attention to ensure that marginalised people and communities are adequately engaged in the evaluation.MethodIndependence
Independence can include organisational independence, where an evaluator or evaluation team can independently set a work plan and finalise reports without undue interference, and behavioural independence, where evaluators can conduct and reMethodEvaluation accountability
Evaluation accountability relates to processes in place to ensure the evaluation is carried out transparently and to a high-quality standard.MethodTransferability
Transferability involves presenting findings in a way that they can be applied in other contexts or settings, considering the local culture and context to enhance the utility and reach of evaluation insights.MethodUtility
Utility standards are intended to increase the extent to which program stakeholders find evaluation processes and products valuable in meeting their needs.MethodProfessionalism
Professionalism within evaluation is largely understood in terms of high levels of competence and ethical practice.MethodPropriety
Propriety refers to ensuring that an evaluation will be conducted legally, ethically, and with due regard for the welfare of those involved in it and those affected by its results.MethodSystematic inquiry
Systematic inquiry involves thorough, methodical, contextually relevant and empirical inquiry into evaluation questions. Systematic inquiry is one of the guiding principles of the American Evaluation Association:MethodTransparency
Transparency refers to the evaluation processes and conclusions being able to be scrutinised.MethodEthical practice
Ethical practice in evaluation can be understood in terms of designing and conducting an evaluation to minimise any potential for harm and to maximise the value of the evaluation.MethodAccuracy
Accuracy refers to the correctness of the evidence and conclusions in an evaluation. It may have an implication of precision.MethodAccessibility
Accessibility of evaluation products includes consideration of the format and access options for reports, including plain language, inclusive print design, material in multiple languages, and material in alternative formats (such as online,MethodCompetence
Competence refers to ensuring that the evaluation team has or can draw on the skills, knowledge and experience needed to undertake the evaluation.MethodOutcome harvesting
Outcome Harvesting collects (“harvests”) evidence of what has changed (“outcomes”) and, working backwards, determines whether and how an intervention has contributed to these changes.Approach52 weeks of BetterEvaluation: Week 16: Identifying and documenting emergent outcomes of a global network
Global voluntary networks are complex beasts with dynamic and unpredictable actions and interactions. How can we evaluate the results of a network like this? Whose results are we even talking about?Blog