Evidence mapPaperPMID 41419249Full record

SynthesisBMJ global health2025

Obesogenicity of food in the informal food retail environment of low- and middle-income countries: a systematic review.

Trish Muzenda, Jean Adams, Lambed Tatah, Muhammad Rabiu Balarabe, Tolu Oni

Abstract readSystematic Review
In one paragraph

Synthesis in BMJ global health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Trish MuzendaMRC Epidemiology Unit, University of Cambridge, Cambridge, UK tm736@cam.ac.uk.ORCID http://orcid.org/0000-0002-2241-1455
Jean AdamsMRC Epidemiology Unit, University of Cambridge, Cambridge, UK.
Lambed TatahMRC Epidemiology Unit, University of Cambridge, Cambridge, UK.
Muhammad Rabiu BalarabeMRC Epidemiology Unit, University of Cambridge, Cambridge, UK.
Tolu OniMRC Epidemiology Unit, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0003-4499-1910

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEvidence on food environment obesogenicity has largely focused on the formal sector in high-income countries, overlooking informal food retail environments in low- and middle-income countries (LMICs).

aimTo synthesise current evidence on the obesogenicity of foods in informal food retail environments in LMICs.

methodsA systematic literature search across four academic databases: Scopus, Web of Science, EBSCOhost (Global Health) and EMBASE, using predefined inclusion and exclusion criteria.

resultsThirty studies met the inclusion criteria and were included in the synthesis. Findings indicate the pervasive availability of unhealthy or more obesogenic alternatives at informal food outlets located at transport stops, public markets, schools and neighbourhoods. The results also highlight the hybrid nature of informal food environments in LMICs, where both healthier and obesogenic options. For example, at transport stops, both fresh produce and high-calorie snacks are readily available. These findings illustrate the complex interplay between food availability, customer preferences and dietary outcomes.

conclusionThis review highlights gaps in understanding the informal food environment and the need for further research to address its complexity. The hybrid nature of this environment calls for strategies that incentivise food outlets to improve the healthfulness of their offerings. Policymakers and public health practitioners should consider tailored interventions to support healthier food choices within informal food retail settings.

Indexed as

CommerceDeveloping CountriesFood SupplyObesityHumansGlobal HealthNutritionPublic HealthSystematic review

Identifiers

PMID41419249
PMCPMC12716535

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.