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Using Logic Models and the Action Model/Change Model Schema in Planning the Learning Community Program: A Comparative Case Study

2018· article· en· 21 citations· W2810879288 on OpenAlex· 10.3138/cjpe.42116

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A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian venueIt was published in a Canadian venue.

No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.

The three-model screen

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2 of 3 models called this metaresearch. This work is contested: it sits on the field's empirical boundary, and whether it counts depends on which model you asked. It is one of the 51 works in the disagreement dossier.

stratum: venue_new · design weight: 2684.25 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8T1
genre: empirical
about Canada: no
confidence: low

Comparative case study assessing the relative strengths of logic models versus the action model/change model schema as planning and evaluation tools; the object is evaluation methodology, which sits on the boundary between applied evaluation practice and research methods.

GPT-5.6 (high)T1
genre: empirical
about Canada: no
confidence: medium

This comparative case study evaluates program-evaluation models and their properties as methodological tools.

Grok 4.5OUT
genre: empirical
about Canada: no
confidence: medium

Compares logic models for planning a learning-community program; program evaluation methods, not evaluation of research.

Abstract

Abstract: Recent interest has been noted in the evaluation community in expanding the focus from program implementation and outcomes to program design and planning. One important step for moving in this direction is to examine existing evaluation models and to assess their relative strengths and weaknesses for planning purposes. This article presents a comparative case study of applying logic models and the action model/change model schema for planning the Learning Community Program in Taiwan. Lessons learned from these applications indicate that logic models are relatively easy to learn and effective for identifying major program components and indicators, but not sufficient for articulating the theoretical significance of the program. On the other hand, the action model/change model schema requires more time to learn and practise, but it has relative advantages for providing theoretical insights into contextual factors and causal mechanisms of the program, unlike logic models. This comparison can serve as a guide for evaluation practitioners when selecting evaluation tools to apply in planning and/or evaluating their programs.

Stored with the screening record, where it is evidence for the labels above.

The record

Venue
Canadian Journal of Program Evaluation
Topic
Evaluation and Performance Assessment
Field
Decision Sciences
Canadian institutions
Funders
Keywords
Schema (genetic algorithms)Logic modelComputer scienceStrengths and weaknessesLogic programManagement scienceAction (physics)Theory of changeArtificial intelligenceProcess managementKnowledge managementData scienceMachine learningPsychologyLogic programmingSociologyEngineeringSocial psychology
Has abstract in OpenAlex
yes