Evidence map›Paper›PMID 38724949›Full record

ArticleInternational journal of health geographics2024

Associations between the objective and perceived food environment and eating behavior in relation to socioeconomic status among adults in peri-urban settings: results from the CIVISANO study in Flanders, Belgium.

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

Abstract read
In one paragraph

Article in International journal of health geographics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Food Environment Assessment in Two Socioeconomic Contexts in Queensland, Australia.Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Perception of the Food Environment and Food Security Levels of Residents of the City of Rio de Janeiro.International journal of environmental research and public health · 2025
    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

9 authors.

Yasemin InaçSciensano, Department of Epidemiology and Public Health, Brussels, Belgium. Yasemin.Inac@Sciensano.be.ORCID 0000-0002-1059-5322
Suzannah D'HoogheSciensano, Department of Epidemiology and Public Health, Brussels, Belgium.ORCID 0000-0002-7792-4741
Delfien Van DyckFaculty of Medicine and Health Sciences, Department of Movement and Sports Sciences, Ghent University, Ghent, Belgium.ORCID 0000-0003-1783-9075
Sarah DuryFaculty of Psychology and Educational Sciences, Adult Educational Sciences, Vrije Universiteit Brussel, Brussels, Belgium.ORCID 0000-0003-0743-0364
Stefanie VandevijvereSciensano, Department of Epidemiology and Public Health, Brussels, Belgium.ORCID 0000-0003-3225-7524
Benedicte DeforcheFaculty of Medicine and Health Sciences, Department of Public Health and Primary Care, Ghent University, Ghent, Belgium.ORCID 0000-0002-1064-0525
Eva M De ClercqSciensano, Department of Chemical and Physical Health Risks, Brussels, Belgium.ORCID 0000-0002-0578-9771
Nico Van de Weghe *Faculty of Sciences, Department of Geography, Ghent University, Ghent, Belgium.ORCID 0000-0002-5327-4000
Karin De Ridder *Sciensano, Department of Epidemiology and Public Health, Brussels, Belgium.ORCID 0000-0002-3941-5911

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Obesity, a significant public health concern, disproportionately affects people with lower socioeconomic status (SES). Food environments have been identified as part of the causal chain of this disparity. This study investigated variations in the food environment across groups with different SES profiles residing in peri-urban municipal settings. In addition, it examined the association of the perceived and objective food environments with eating behaviour and assessed if these associations were moderated by SES. Utilizing GIS and survey data (n = 497, aged 25-65), results showed differences in the objective and perceived food environments based on SES. Respondents with higher SES perceived their food environments as better but resided farther from all food outlets compared to respondents with lower SES. However, there was no difference in outlet density or mRFEI between SES groups. SES moderated associations between the objective and perceived food environments and most eating behavior outcomes except fast food consumption frequency. For fruits and vegetables, SES moderated the association between neighborhood availability and consumption frequency (β0.23,CI0.03;0.49). Stratified analysis revealed a positive association for both lower (β0.15, CI0.03;0.27) and higher (β0.37, CI 0.12;0.63) SES groups. For snack foods, SES moderated the association between healthy outlet density and consumption frequency (β-0.60, CI-0.94; -0.23), showing statistical significance only for respondents with higher SES (β0.36,CI 0.18;0.55). Similarly, for sugar-sweetened beverages, a statistically significant interaction was observed between unhealthy outlet density in the 1000m buffer and consumption frequency (β 0.06, CI 0.02; 0.11). However, this association was only statistically significant for respondents with higher SES (β-0.02,CI -0.05;-0.0002). These results emphasize the significance of SES as a crucial element in comprehending the connection between the food environment and eating behaviour. Indicating the need for policymakers to take SES into account when implementing food environment interventions, particularly when focusing on the neighborhood food environment without considering residents' SES and their perceptions.

Indexed as

Feeding BehaviorSocial ClassAdultAgedBelgiumFemaleFood SupplyHumansMaleMiddle AgedNeighborhood CharacteristicsSurveys and QuestionnairesEating behaviorFood environmentFood outletsPeri-urban settingsSocioeconomic status

Identifiers

PMID38724949
PMCPMC11080110

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.