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Updated: Jul 17, 2025

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Participatory logic modeling in a multi-site initiative to advance implementation science.

Douglas V Easterling1, Rebekah R Jacob2, Ross C Brownson2,3

  • 1Department of Social Sciences and Health Policy, Wake Forest School of Medicine, Winston-Salem, NC, 27157, USA. dveaster@wakehealth.edu.

Implementation Science Communications
|August 29, 2023
PubMed
Summary

Participatory logic modeling, involving grantees in developing program logic models, enhances buy-in and improves evaluation design and program strategy for multi-site initiatives. This collaborative approach benefits funders, grantees, and evaluators by incorporating diverse insights and clarifying expectations.

Keywords:
Engaging grantees, Implementation science for cancer control, Health equityLogic modelsMulti-site initiativesParticipatory evaluation

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Area of Science:

  • Program Evaluation
  • Implementation Science
  • Health Initiatives

Background:

  • Logic models are crucial evaluation tools mapping program outcomes.
  • Funders encourage logic models, but often exclude grantees from their development.
  • Participatory logic modeling is increasingly recognized as essential for effective program evaluation.

Purpose of the Study:

  • To describe a US funder's engagement of grantees in developing an initiative's logic model.
  • To highlight the benefits of participatory logic modeling in a multi-site context.
  • To examine the case of the National Cancer Institute's Implementation Science Centers in Cancer Control (ISC3) initiative.

Main Methods:

  • A reflective case study approach was used.
  • Representatives from seven funded centers collectively constructed the study.
  • The Cross-Center Evaluation (CCE) Work Group documented the logic model development and refinement process.

Main Results:

  • Grantees' input significantly altered the initial ISC3 logic model.
  • Authentic participation fostered strong grantee buy-in and utilization of the logic model.
  • Funded centers adapted their evaluation designs and programmatic strategies based on the logic model.

Conclusions:

  • Participatory logic modeling offers mutual benefits for funders, grantees, and evaluators in multi-site initiatives.
  • Grantees provide valuable insights into feasibility, required resources, and contextual factors influencing success.
  • Collaborative logic model development enhances grantee understanding of funder expectations, improving alignment and outcomes.