Evidence map›Paper›PMID 40760371›Full record

ArticleJournal of general internal medicine2026

Direct and Indirect Pathways Between Food Insecurity and Glycemic Control in Adults with Diabetes.

Rebekah J Walker, Rabia Amjad, Jennifer A Campbell, Leonard E Egede

Abstract read
In one paragraph

Article in Journal of general internal medicine, 2026. 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. Review
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

4 authors.

Rebekah J WalkerDivision of Population Health, Department of Medicine, Jacobs School of Medicine and Biomedical Sciences, Buffalo, NY, USA.
Rabia AmjadCenter for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA.
Jennifer A CampbellDivision of Population Health, Department of Medicine, Jacobs School of Medicine and Biomedical Sciences, Buffalo, NY, USA.
Leonard E EgedeDivision of Population Health, Department of Medicine, Jacobs School of Medicine and Biomedical Sciences, Buffalo, NY, USA. legede@buffalo.edu.ORCID 0000-0003-1546-1515

Funding

HOME DM-BAT: Home-based Diabetes-Modified Behavioral Activation Treatment for Low Income Seniors with T2DM Diversity SupplementR01DK118038 · NIDDK · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI EGEDE, LEONARD E. · 2019 to 2023
$3.5M
Financial Incentives And Nurse Coaching to Enhance Diabetes Outcomes (FINANCE-DM) - Diversity SupplementR01DK120861 · NIDDK · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI EGEDE, LEONARD E. · 2019 to 2023
$3.4M
Lowering the Impact of Food insecurity in African American Adults with Type 2 Diabetes Mellitus (LIFT-DM) - Diversity SupplementR01MD013826 · NIMHD · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI EGEDE, LEONARD E., WALKER, REBEKAH J · 2019 to 2023
$3.4M
Structural Racism and Disparities in Social Risk, Human Capital, Health Care Resources, and Health Outcomes: A Multi-level Analysis of Pathways and Policy Levers for ChangeR01MD017574 · NIMHD · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI Leonard E. Egede, Sebastian Linde · 2023 to 2026
$2.5M
Impact of structural racism on hospital/clinic closures, community assets, and health outcomes in urban communitiesR01MD018012 · NIMHD · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI Leonard E. Egede, Sebastian Linde · 2023 to 2026
$2.4M
Cardiovascular Risk Reduction for Adults with Food Insecurity Using Structured Incentives (CVD-FIT)R01MD018721 · NIMHD · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI Rebekah J Walker · 2024 to 2026
$2.0M
Conditional Cash Transfer Intervention to Improve Health Outcomes among Inner-City African Americans with T2DMK01DK131319 · NIDDK · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI Jennifer Annette Campbell · 2022 to 2026
$682k
NIDDK NIH HHS K01 DK131319NIDDK NIH HHS K01DK131319NIDDK NIH HHS R01 DK118038NIDDK NIH HHS R01DK118038NIDDK NIH HHS R01 DK120861NIDDK NIH HHS R01DK120861NIMHD NIH HHS R01 MD013826NIMHD NIH HHS R01MD013826NIMHD NIH HHS R01 MD017574NIMHD NIH HHS R01MD017574NIMHD NIH HHS R01 MD018012NIMHD NIH HHS R01MD018012NIMHD NIH HHS R01 MD018721
6 · The paper itself

Abstract

backgroundExtensive research identifies food insecurity as a driver of poor glycemic control in adults with diabetes. The goal of this study was to investigate the direct and indirect relationships between food insecurity and glycemic control, focusing on three possible pathways: body composition, anthropometrics, and healthy eating.

methodsUsing 2011-2018 National Health and Nutrition Examination Survey (NHANES) data, we created measures for body composition (total fat, total lean, fat mass index, lean mass index), anthropometrics (body mass index, waist circumference) and healthy eating index (HEI) (food group component scores and overall HEI score), food insecurity (USDA scale), and glycemic control (continuous HbA1c). Structural equation modeling using Stata v17 was used to investigate direct and indirect relationships in a sample of adults with diabetes. Total lean, waist circumference, and overall HEI score served as indicators for each of the three possible pathways based on preliminary correlations.

resultsThe final model was well fit (RMSEA = 0.00, CFI = 1.0, pclose 1.0) and showed higher food insecurity was directly associated with higher HbA1c (B = 0.09, p < 0.001) and indirectly associated through waist circumference and HEI score (B = 0.008, p < 0.001) in adults with diabetes. Food insecurity was significantly associated with higher waist circumference (B = 0.07, p < 0.001) and lower healthy eating (B =  - 0.09, p < 0.05). Higher waist circumference (B = 0.03, p < 0.001) and lower healthy eating (B =  - .06, p < 0.05) were significantly associated with higher HbA1c. Body composition was not a significant pathway.

conclusionsWaist circumference and overall healthy eating index are significant pathways through which food insecurity is associated with worse glycemic control in adults with diabetes.

Indexed as

Blood GlucoseDiabetes MellitusFood InsecurityGlycemic ControlAdultAgedBody CompositionCross-Sectional StudiesDiet, HealthyFemaleGlycated HemoglobinHumansMaleMiddle AgedNutrition SurveysUnited StatesBlood GlucoseGlycated Hemoglobinhemoglobin A1c protein, human

Identifiers

PMID40760371
PMCPMC12451455

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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 OpenQuestion graph.