Developing Logic Models for Non-Profit Program Planning and Evaluation

Developing Logic Models for Non-Profit Program Planning and Evaluation

Author: Dr. Anna Neya Kazanskaia
Publisher: NEYA Global Publishing
Article | NEYA Global Journal of Non-Profit Studies
Year: 2025
ORCID: https://orcid.org/0009-0009-5669-1676

DOI: https://doi.org/10.64357/neya-gjnps-pr-evl-fr-bst-pr-03

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About the Article

Logic models offer non-profit organizations structured frameworks to clarify program design, implementation, and evaluation. This article examines the conceptual foundations, practical applications, and dynamic use of logic models in program planning and evaluation. By mapping inputs, activities, outputs, outcomes, and long-term impact, logic models enhance accountability, communication, and shared understanding among stakeholders. Examples from health and community development programs illustrate their utility in aligning limited resources with intended outcomes, particularly in low-resource settings. The discussion addresses common challenges, including overcomplication, insufficient stakeholder engagement, and cultural misalignment, and emphasizes simplicity, participatory approaches, and cultural responsiveness as key for effective, actionable models. The article demonstrates that logic models, when regularly updated, foster organizational learning, adaptability, and long-term impact.

Key Topics

  • Logic Models
  • Program Planning
  • Program Evaluation
  • Theory of Change
  • Accountability
  • Non-Profit Organizations

Suggested Citation

Kazanskaia, A. N. (2025). Developing Logic Models for Non-Profit Program Planning and Evaluation. NEYA Global Journal of Non-Profit Studies. Neya Global Publishing. https://doi.org/10.64357/neya-gjnps-pr-evl-fr-bst-pr-tp-02

References

Gasper, D. (2000). Evaluating the "logical framework approach": Towards learning-oriented development evaluation. Public Administration and Development, 20(1), 17-28. https://doi.org/10.1002/1099-162X(200002)20:1<17::AID-PAD89>3.0.CO;2-5
Hood, S., Hopson, R. K., & Frierson, H. (Eds.). (2005). The role of culture and cultural context in evaluation: A mandate for inclusion, the discovery of truth and understanding. Information Age Publishing.
McLaughlin, J. A., & Jordan, G. B. (1999). Logic models: A tool for telling your program's performance story. Evaluation and Program Planning, 22(1), 65-72. https://doi.org/10.1016/S0149-7189(98)00042-1
Kazanskaia, A. N. (2025). Program Evaluation: Frameworks and Best Practices. NEYA Global Publishing.
Kazanskaia, A. N. (2025). Qualitative Research Methods. NEYA Global Publishing. https://doi.org/10.64357/qualitative-research-methods-2025
Kazanskaia, A. N. (2025). Monitoring & Evaluation in International Development. NEYA Global Publishing. https://doi.org/10.64357/monitoring-evaluation-international-development-2025
Kazanskaia, A. N. (2025). Data Analysis: Turning Information into Insight. NEYA Global Publishing. https://doi.org/10.64357/data-analysis-insight-2025
Kazanskaia, A. N. (2025). Teaching Paper: Using Logic Models for Non-Profit Program Planning and Evaluation. NEYA Global Journal of Non-Profit Studies (Teaching Paper). https://doi.org/10.64357/neya-gjnps-pr-evl-fr-bst-pr-tp-01
Kazanskaia, A. N. (2025). The Role of Program Evaluation in Strengthening Non-Profit Impact. NEYA Global Journal of Non-Profit Studies. https://doi.org/10.64357/neya-gjnps-pr-ev-bt-pr-12
Rossi, P. H., Lipsey, M. W., & Freeman, H. E. (2004). Evaluation: A systematic approach (7th ed.). Sage.
Weiss, C. H. (1998). Evaluation: Methods for studying programs and policies. Prentice Hall.
W. K. Kellogg Foundation. (2004). Logic model development guide. Battle Creek, MI: W.K. Kellogg Foundation.
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September 28, 2025