Evidence map›Paper›PMID 42832501›Full record

ArticlePloS one2026

Understanding the complex systems driving the perceived obesogenic environment among adults in socioeconomically disadvantaged situations: Findings from a participatory Group Model Building process in Flanders.

Suzannah D'Hooghe, Yasemin Inaç, Sarah Dury, Benedicte Deforche, Karin De Ridder, Stefanie Vandevijvere, Delfien Van Dyck, Nico Van de Weghe, Leonor Guariguata

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Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Suzannah D'HoogheDepartment of Epidemiology and Public Health, Sciensano, Leuven, Belgium.ORCID https://orcid.org/0000-0002-7792-4741
Yasemin InaçDepartment of Epidemiology and Public Health, Sciensano, Leuven, Belgium.
Sarah DuryDepartment of Adult Educational Sciences, Faculty of Psychology and Educational Sciences, Vrije Universiteit Brussel (VUB), Brussels, Belgium.
Benedicte DeforcheDepartment of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Universiteit Gent, Ghent, Belgium.
Karin De RidderDepartment of Epidemiology and Public Health, Sciensano, Leuven, Belgium.ORCID https://orcid.org/0000-0002-3941-5911
Stefanie VandevijvereDepartment of Epidemiology and Public Health, Sciensano, Leuven, Belgium.
Delfien Van DyckDepartment of Movement and Sports Sciences, Faculty of Medicine and Health Sciences, Universiteit Gent, Ghent, Belgium.
Nico Van de WegheDepartment of Geography, Faculty of Sciences, Universiteit Gent, Ghent, Belgium.
Leonor GuariguataAccess-To-Medicines Research Centre, Faculty of Economics and Business, KU Leuven, Leuven, Belgium.ORCID https://orcid.org/0000-0003-1682-7160

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionPersons in socioeconomically disadvantaged situations are disproportionally exposed to obesogenic environments and often have fewer resources to counteract their influence, resulting in poorer dietary outcomes and lower levels of physical activity. This study aimed to map the complex systems within the municipal obesogenic environment driving unhealthy eating behaviors and insufficient walking among adults in socioeconomically disadvantaged situations in Flanders, and to identify potential actions for local policymakers.

methodsParticipatory group model building (GMB), a qualitative system dynamics method, was used to engage adults in socioeconomically disadvantaged situations (n = 7), local decision makers (n = 7) and local non-government stakeholders (n = 7) in two peri-urban Flemish municipalities. Two GMB sessions over two days were held in each municipality during which a causal loop diagram (CLD) was created and potential actions were identified for local policymakers by considering causal pathways and reinforcing loops in the system.

resultsThe CLD represents participants' perceptions of how the local obesogenic environment contributes to unhealthy eating and insufficient walking among adults in socioeconomically disadvantaged situations. Six interconnected subsystems were identified: 1) social context, 2) facilities and activities, 3) mobility options, 4) information, 5) affordability, and 6) marketing and promotions. The perceived obesogenic environment, adverse health effects, and disadvantaged socioeconomic context in which individuals live mutually reinforce each other. Social and physical isolation emerged as important cross-cutting mechanisms, interacting with financial constraints, limited mobility, inadequate facilities, non-inclusive activities and restricted access to information.

conclusionParticipatory GMB and the resulting CLD provide a locally grounded basis for developing actions to promote healthy eating and walking among adults in socioeconomically disadvantaged situations. Actions addressing several subsystems simultaneously, while minimizing the effort required from residents to benefit from them, may be particularly valuable. Further co-design, feasibility assessment and sustained collaboration between residents, local stakeholders and decision-makers are needed to translate these findings into equitable local action.

Indexed as

ObesityVulnerable PopulationsAdultBelgiumFeeding BehaviorFemaleHumansLow Socioeconomic StatusMaleSocial GroupSocioeconomic Disparities in HealthSocioeconomic FactorsWalking

Identifiers

PMID42832501
PMCPMC13637927

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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.