# Participatory systems modeling in implementation research: Exploring benefits, facilitators, and future needs

**Authors:** Natalie Riva Smith, Jennifer L. Cruz, Jessica Gannon, Stephanie Mazzucca-Ragan

PMC · DOI: 10.1017/cts.2026.10692 · 2026-02-04

## TL;DR

This paper explores how participatory systems modeling can improve implementation research by involving stakeholders and decision makers, highlighting benefits and challenges.

## Contribution

The study identifies specific benefits, facilitators, and future needs for applying participatory systems modeling in implementation research.

## Key findings

- Engagement with stakeholders is often limited to early stages, while decision makers are involved throughout.
- PSM benefits include improved research relevance and systems thinking through visual and transparent modeling.
- Facilitators include trust and practice-driven research, while funding and training are key future needs.

## Abstract

Implementation science increasingly uses participatory systems modeling (PSM) approaches to handle the complexity inherent to implementation science issues. To support the process of integrating PSM with implementation science, we aimed to understand and explicate the benefits, facilitators, and future needs of applying PSM to implementation research.

We conducted semi-structured qualitative interviews with 23 researchers (n = 18) and practitioners (n = 5). We purposively sampled participants and identified additional participants through recommendations. Interviews were inductively analyzed. Key concepts were identified via iterative description, comparison, and conceptualization.

Engagement with people in the system was typically focused in earlier stages of PSM approaches, while engagement with decision makers occurred throughout a project. PSM approaches benefited researchers (e.g., improving the relevance of research) and practitioners (e.g., promoting systems thinking). Both benefited from the visual, intuitive nature of PSM and the ability of PSM to reflect partners’ input transparently. Facilitators included trusting relationships and conducting practice-driven research. Participants emphasized the need to improve funding opportunities for engagement and increase training in systems modeling facilitation.

Our findings can help move the field towards fully partnered and impactful implementation research that addresses the systems problems. While PSM approaches are promising, if not done according to best practices of partnered research, they will reproduce existing power imbalances and consultative engagement patterns between community partners and academics.

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12975621/full.md

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Source: https://tomesphere.com/paper/PMC12975621