Evidence map›Paper›PMID 40491955›Full record

ArticleCurrent developments in nutrition2025

The Food Environment Toolbox: Developing and Piloting a Suite of Tools to Measure Food Environments in Low- and Middle-Income Countries.

Shauna M Downs, Wiktoria Staromiejska, Neha Bakshi, Serey Sok, Nyda Chhinh, Punleu Thou, Nayelin Phorn, To Chen, Selena Ahmed, Elizabeth L Fox and 2 more

Abstract read
In one paragraph

Article in Current developments in nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. 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

12 authors.

Shauna M DownsDepartment of Health Behavior, Society and Policy, Rutgers School of Public Health, Newark, NJ, United States.
Wiktoria StaromiejskaDepartment of Health Behavior, Society and Policy, Rutgers School of Public Health, Newark, NJ, United States.
Neha BakshiDepartment of Nutrition, The George Institute for Global Health, Delhi, India.
Serey SokResearch Office, Royal University of Phnom Penh, Russian Federation Boulevard, Khan Toul Kork, Cambodia.
Nyda ChhinhDepartment of Economic Development, Faculty of Development Studies, Royal University of Phnom Penh, Russian Federation Boulevard, Khan Toul Kork, Cambodia.
Punleu ThouResearch Office, Royal University of Phnom Penh, Russian Federation Boulevard, Khan Toul Kork, Cambodia.
Nayelin PhornIndependent Consultant, Phnom Penh, Cambodia.
To ChenChild Rights Foundation, Sangkat Dang Kor, Khan Dang Kor, Phnom Penh, Cambodia.
Selena AhmedPeriodic Table of Food Initiative, American Heart Association, USA.
Elizabeth L FoxDepartment of Public & Ecosystem Health, Cornell University College of Veterinary Medicine, Ithaca, NY, United States.
Anna HerforthDivision of Human Nutrition and Health, Wageningen University and Research, Wageningen, The Netherlands.
Suparna Ghosh-JerathDepartment of Nutrition, The George Institute for Global Health, Delhi, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Measuring food environments in low- and middle-income countries (LMICs) can inform and support the design of interventions aimed at improving diets and reducing malnutrition in all its forms. Most food environment measurement tools have been developed for high-income countries, however, and do not sufficiently capture the diverse and dynamic food environments in LMICs. Objectives: The objective of this study was to develop, modify, implement, and refine a suite of tools to measure the different dimensions of diverse food environments in LMICs. Methods: Through an iterative process, we: Results: Overall, we included 7 tools in the finalized Toolbox (Participatory Mapping, Seasonal Food Availability Calendar, Food Environment Perceptions Survey, Community Food Environment Mapping, Market Mapping, In-depth Vendor Assessment, and a Cost of a Healthy Diet data collection protocol), all of which were rated positively by workshop participants. On the basis of piloting experiences, the tools were relatively easy to implement in the field. Apart from the Seasonal Food Availability Calendar being better suited to rural or peri-urban settings and the In-depth Vendor Assessment being less suitable for large formal supermarkets, we found that the tools were feasible and useful across pilot settings in India and Cambodia. Conclusions: The suite of tools included in the Food Environment Toolbox can be used to measure diverse food environments in LMICs, with minimal anticipated adaptations across contexts.

Indexed as

community mappingexternal food environmentfood environmentslived experienceslow- and middle-income countriespersonal food environmenttools

Identifiers

PMID40491955
PMCPMC12147841

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.