Evidence map›Paper›PMID 40321835›Full record

ArticleCurrent developments in nutrition2025

The Association Between an Individual's Local Food Environment and Diet Quality among Postpartum Women Living in Rural Bangladesh.

Alexandra L Bellows, Andrew Thorne-Lyman, Saijuddin Shaikh, Md Tanvir Islam, Shahnaj Parvin, Rezwanul Haque, Monica M Pasqualino, Frank Curriero, Hasmot Ali, Alain B Labrique 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 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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.

Alexandra L BellowsDepartment of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
Andrew Thorne-LymanDepartment of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
Saijuddin ShaikhJiVitA Maternal and Child Health and Nutrition Research Project, Gaibandha, Bangladesh.
Md Tanvir IslamJiVitA Maternal and Child Health and Nutrition Research Project, Gaibandha, Bangladesh.
Shahnaj ParvinJiVitA Maternal and Child Health and Nutrition Research Project, Gaibandha, Bangladesh.
Rezwanul HaqueJiVitA Maternal and Child Health and Nutrition Research Project, Gaibandha, Bangladesh.
Monica M PasqualinoDepartment of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
Frank CurrieroDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
Hasmot AliJiVitA Maternal and Child Health and Nutrition Research Project, Gaibandha, Bangladesh.
Alain B LabriqueDepartment of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
Md Iqbal Hossainicddr,b, Dhaka, Bangladesh.
Amanda C PalmerDepartment of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The food environment is a driver of the double burden of malnutrition, influencing dietary intake by increasing or restricting access to foods. Objectives: The objective of this study was to assess the association between geospatial food environment indicators and the diet quality among postpartum women in rural Bangladesh. Methods: Participants were women of infants enrolled in a cluster-randomized controlled trial from 2018 to 2020. Food vendor availability was defined as the number of food vendors within a specific household radius, and proximity was defined as the distance to the nearest vendor. Dietary intake was measured using a 7-d food frequency questionnaire collected at 3 mo, 6 mo, and 12 mo postpartum. Our primary outcome was nonstarchy staple food variety scores (FVS). Secondary outcomes included dietary diversity scores and individual food group consumption. To assess the association between food environment indicators and diet quality indicators, we fit linear regression models for the FVS outcome, Poisson regression models for the dietary diversity outcome, and logistic regression models for individual food group outcomes. Results: A total of 5064 women were included in this analysis. Women reported consuming an average of 9.7 (standard deviation: 3.7) nonstarchy staple foods in the previous week. Women who lived in households with the highest market availability (≥7 markets within 1600 m) had an average of 0.84-unit (95% confidence interval: 0.53, 1.16) higher FVS compared with those in households with the lowest market availability (≤ 2 markets) ( Conclusions: We found a positive relationship between market availability and diet quality for postpartum women in rural Bangladesh. However, more research is needed to understand which components of the food environment are associated with increased consumption of less healthy foods.

Indexed as

Bangladeshdietary diversitydiet qualityfood environmentmarkets

Identifiers

PMID40321835
PMCPMC12049991

What Socratic 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 Socratic graph.