Evidence mapPaperPMID 39762884Full record

ArticleBMC medicine2025

Understanding the dynamics driving obesity in socioeconomically deprived urban neighbourhoods: an expert-based systems map.

Fleur Ter Ellen, Joost Oude Groeniger, Karien Stronks, Luc L Hagenaars, Carlijn B M Kamphuis, Joreintje D Mackenbach, Mariëlle A Beenackers, Karen Freijer, Pieter Coenen, Maartje Poelman and 2 more

Abstract read
In one paragraph

Article in BMC medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Trial
  2. 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

12 authors.

Fleur Ter EllenDepartment of Public Health, Erasmus MC University Medical Center, Rotterdam, the Netherlands. f.terellen@erasmusmc.nl.
Joost Oude GroenigerDepartment of Public Health, Erasmus MC University Medical Center, Rotterdam, the Netherlands.
Karien StronksDepartment of Public and Occupational Health, Amsterdam UMC, Amsterdam, the Netherlands.
Luc L HagenaarsDepartment of Public and Occupational Health, Amsterdam UMC, Amsterdam, the Netherlands.
Carlijn B M KamphuisDepartment of Interdisciplinary Social Science, Utrecht University, Utrecht, the Netherlands.
Joreintje D MackenbachDepartment of Epidemiology & Data Science, Amsterdam UMC, Amsterdam, the Netherlands.
Mariëlle A BeenackersDepartment of Public Health, Erasmus MC University Medical Center, Rotterdam, the Netherlands.
Karen FreijerPartnerschap Overgewicht Nederland (PON), Erasmus MC University Medical Center, Rotterdam, the Netherlands.
Pieter CoenenDepartment of Public and Occupational Health, Amsterdam UMC, Amsterdam, the Netherlands.
Maartje PoelmanChair Group Consumption and Healthy Lifestyles, Wageningen University & Research, Wageningen, the Netherlands.
Karen M Oude HengelDepartment of Public Health, Erasmus MC University Medical Center, Rotterdam, the Netherlands.
Frank J van LentheDepartment of Public Health, Erasmus MC University Medical Center, Rotterdam, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundOver the past decades, the prevalence of obesity among adults has rapidly increased, particularly in socioeconomically deprived urban neighbourhoods. To better understand the complex mechanisms behind this trend, we created a system map exposing the underlying system driving obesity prevalence in socioeconomically deprived urban neighbourhoods over the last three decades in the Netherlands.

methodsWe conducted Group Model Building (GMB) sessions with a group of thirteen interdisciplinary experts to develop a Causal Loop Diagram (CLD) of the obesogenic system. Using system-based analysis, the underlying system dynamics were interpreted.

resultsThe CLD demonstrates the food environment, physical activity environment, socioeconomic environment and socio-political environment, and their interactions. We identified the following overarching reinforcing dynamics in the obesogenic system in socioeconomically deprived urban neighbourhoods: (1) adverse socioeconomic conditions and an unhealthy food environment reinforced each other, (2) increased social distance between social groups and adverse socioeconomic conditions reinforced each other and (3) increased social distance between institutions and communities and the normalisation of unhealthy behaviours reinforced each other. These deeper system dynamics further reinforced chronic stress, sedentary behaviour, sleeping problems, unhealthy diets and reduced physical activity over time. In turn, these dynamics led to the emergent result of rising obesity prevalence in socioeconomically deprived urban neighbourhoods over the past decades.

conclusionsOur study sheds light on the system dynamics leading to neighbourhoods with an unhealthy food environment, challenging socioeconomic conditions, a widening distance between social groups and an infrastructure that discouraged physical activity while promoting sedentary behaviour. Our insights can form the basis for the development of an integrated approach aimed at reshaping the obesogenic system in socioeconomically deprived urban neighbourhoods.

Indexed as

ObesitySocioeconomic FactorsUrban PopulationAdultExerciseHumansNetherlandsPrevalenceResidence CharacteristicsCausal Loop DiagramComplex systemGroup Model BuildingNeighbourhood environmentObesitySocioeconomic inequalitiesSystem dynamics

Identifiers

PMID39762884
PMCPMC11705861

What Socratic 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 Socratic graph.