Evidence map›Paper›PMID 40051518›Full record

ArticleFrontiers in public health2025

Using system dynamics mapping to explore synergy in an equity-focused obesity prevention framework.

Irene E Headen, Tiffany M Eaton, Shiriki K Kumanyika

Abstract read
In one paragraph

Article in Frontiers in public 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

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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
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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

3 authors.

Irene E HeadenDepartment of Community Health and Prevention, Drexel University Dornsife School of Public Health, Philadelphia, PA, United States.
Tiffany M EatonCouncil on Black Health Inc., Raleigh, NC, United States.
Shiriki K KumanyikaDepartment of Community Health and Prevention, Drexel University Dornsife School of Public Health, Philadelphia, PA, United States.

Funding

Washington University Center for Diabetes Translation Research P30DK092950 · NIDDK · WASHINGTON UNIVERSITY · PI Ross C Brownson, Debra Haire-Joshu · 2011 to 2026
$11.7M
Systems Science Approaches to Understand Neighborhood Opportunity and Racial/Ethnic Disparities in Maternal MorbidityK01MD015291 · NIMHD · DREXEL UNIVERSITY · PI HEADEN, IRENE · 2020 to 2024
$665k
NIDDK NIH HHS P30 DK092950NIMHD NIH HHS K01 MD015291
6 · The paper itself

Abstract

Introduction: Addressing health inequities across chronic diseases is a critical public health objective, and policy, systems, and environmental (PSE) change approaches are integral to achieving this goal. However, assumptions about mechanisms of effect or population salience of PSE approaches do not necessarily generalize to inequitable social and economic contexts, partially due to limited ability to operationalize the dynamic complexity of such contexts. Systems thinking applications have the potential to characterize this complexity and improve understanding of where and how to intervene. Methods: The Getting to Equity in Obesity Prevention Framework (GTE) posits a theory of change involving PSE-related considerations for achieving equity grouped into four categories with a general systems feedback structure. We used systems mapping with a case study to explore the anticipated synergy across categories of the GTE. Data were extracted from a narrative account of childhood obesity prevention initiatives in a predominantly African American and Hispanic, urban public-school district: the Philadelphia Childhood Obesity Declines Project. Project documentation described PSE strategies and contextual influences thought to have contributed to concurrently observed declines in child obesity prevalence and disparities in this population. Results: Our final dynamic framework, which was anchored by Philadelphia's Universal Feeding Pilot for school meals, identified synergies among intervention strategies. The systems map revealed how planned and unplanned processes accumulated to align with the observed disparities reductions in the participating school district, consistent with the GTE theory of change. Community context dynamics, which evolved over time, were prominent features of the map. Discussion: This case study enhances the utility of the GTE framework when paired with systems mapping enabled by detailed documentation of PSE initiatives and relevant contextual influences. This suggests that prospective mapping of considerations prompted by the GTE could improve anticipation of unplanned pathways, intervention design, and implementation and supports a need for greater priority for using systems mapping or other systems science tools and methodologies in obesity-prevention research and practice.

Indexed as

Health EquityHealth PromotionHealth Status DisparitiesPediatric ObesitySystems AnalysisBlack or African AmericanChildFemaleHispanic or LatinoHumansMalePhiladelphiaPublic Healthchildhood obesityenvironmental changeframeworkshealth equityobesity preventionpolicy changesystem dynamicssystems change

Identifiers

PMID40051518
PMCPMC11884243

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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.