Evidence map›Paper›PMID 41078597›Full record

ArticleFrontiers in global women's health2025

Engaging communities, modeling systems: lessons from system dynamics modeling on maternal health in Texas.

Kyrah K Brown, Michael K Lemke, Deneen Robinson, Saeideh Fallah-Fini, David W Lounsbury, Thanayi Lambert, Mercy J Obasanya, Tiffany B Kindratt

Abstract read
In one paragraph

Article in Frontiers in global women's health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Patients as Partners in Perinatal Health Research: A Scoping Review.BJOG : an international journal of obstetrics and gynaecology · 2026
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Kyrah K BrownDepartment of Kinesiology, The University of Texas at Arlington, Arlington, TX>, United States.
Michael K LemkeDepartment of Environmental and Occupational Health Sciences, University of Texas Health Science Center at Houston School of Public Health, San Antonio, TX, United States.
Deneen RobinsonTruth Pregnancy Resource Center, Dallas, TX, United States.
Saeideh Fallah-FiniDepartment of Industrial and Manufacturing Engineering, California State Polytechnic University, Pomona, Pomona, CA, United States.
David W LounsburyDepartment of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, United States.
Thanayi LambertDepartment of Kinesiology, The University of Texas at Arlington, Arlington, TX>, United States.
Mercy J ObasanyaDepartment of Kinesiology, The University of Texas at Arlington, Arlington, TX>, United States.
Tiffany B KindrattDepartment of Kinesiology, The University of Texas at Arlington, Arlington, TX>, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Disparate maternal health outcomes among non-Hispanic Black women stem from intricate, interrelated factors shaped by clinical, social, and structural influences. Traditional approaches often fall short in addressing these complexities, necessitating a shift toward systems thinking and community-driven solutions. Methods and materials: This paper describes the lessons learned from the implementation of system dynamics group model building (SD GMB) workshops grounded in community-based participatory research (CBPR) principles in two separate projects focused on maternal health among Black women. We recruited 31 diverse stakeholders, including individuals with lived experience, and applied trauma-informed facilitation, wraparound support, and structured systems modeling activities. A descriptive analysis of workshop data was performed to accompany the identified lessons learned. Results: Evaluation data from surveys and open-ended responses indicated high stakeholder satisfaction, increased capacity to apply systems thinking, and a shift from skepticism to agency. Stakeholders valued the inclusive design, reported meaningful learning, and expressed interest in future engagement. The workshops fostered transformative learning and generated actionable systems insights rooted in community experience. Discussion: This work demonstrates how SD GMB, when integrated with CBPR, can build trust, elevate marginalized voices, and produce models that reflect structural realities. Future directions include quantifying the models, hosting learning labs to test interventions, and developing an open-access dashboard to simulate policy scenarios. These findings contribute to ongoing efforts to design more engaging, community-informed approaches to maternal health research and practice.

Indexed as

community-based participatory researchgroup model buildingmaternal mortalityreproductive healthsevere maternal morbiditysystem dynamics modeling

Identifiers

PMID41078597
PMCPMC12507813

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.