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  • 9 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.
    Resource

  • Discussion Paper: Innovations in Monitoring and Evaluation

    This discussion paper produced by the United Nations Development Programme discusses various innovations that are occurring in M&E, and the advantages and disadvantages of these methods.
    Resource

  • Data mining

    Data mining is the systematic process of discovering patterns in data sets through the use of computer algorithms.
    Method

  • An 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.
    Resource

  • Outcome 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.
    Approach

  • 52 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

  • Example outcome journal template

    This template is based on the original Outcome Mapping guidance, incorporating elements from Outcome Harvesting (e.g. significance) and allowing tagging to particular progress markers (rather than listing them all as the original does).
    Resource

  • Causal Pathways introductory session: Outcome harvesting for exploring causal pathways

    This session of the Causal Pathways Symposium 2023, by Carlisle Levine and Hippolyt Pul, introduces outcome harvesting, a method to collect evidence of what has changed and whether and how an intervention has contributed to these changes.
    Resource

  • Outcome harvesting

    This 27-page brief, written by Ricardo Wilson-Grau and Heather Britt, introduces the key concepts and approach used by Outcome Harvesting (published by the Ford Foundation in May 2012; revised in Nov 2013).
    Resource

  • Retrospective 'outcome harvesting': Generating robust insights

    This paper describes the use of the Outcome Harvesting approach to evaluate a global voluntary network.
    Resource

  • Discussion 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.  
    Resource

  • Cases in outcome harvesting

    This report from The World Bank documents the pilot of a program that examines the use of outcome harvesting and the Bank's results management approach to understand how change happens in complex environments.
    Resource

  • Causal 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"
    Resource

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