Evidence map›Paper›PMID 42570779›Full record

ArticleAmerican journal of preventive medicine2026

Gestational weight management in underserved mothers in the US.

Emily W Flanagan, Kaja Falkenhain, Robbie A Beyl, Abby D Altazan, S Ariel Richard, Hannah E Cabre, Chelsea L Kracht, Joshua R Sparks, Maryam Kebbe, L Anne Gilmore and 3 more

Registry-linked trialAbstract read
In one paragraph

Article in American journal of preventive medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04028843 (SmartMoms in WIC), which is not on this map. Not yet cited in PubMed.

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

NCT04028843 nacompletednot on this map

SmartMoms in WIC: A Smartphone Intervention for WIC Mothers to Improve Nutrition and Weight Gain During Pregnancy

TypeinterventionalSponsorPennington Biomedical Research CenterRan2019 to 2025Enrolled351ConditionsWeight Gain During PregnancyArmsHealthy Beginnings
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Emily W FlanaganPennington Biomedical Research Center, 6400 Perkins Road, Baton Rouge, LA, USA 70808.
Kaja FalkenhainPennington Biomedical Research Center, 6400 Perkins Road, Baton Rouge, LA, USA 70808.
Robbie A BeylPennington Biomedical Research Center, 6400 Perkins Road, Baton Rouge, LA, USA 70808.
Abby D AltazanPennington Biomedical Research Center, 6400 Perkins Road, Baton Rouge, LA, USA 70808.
S Ariel RichardPennington Biomedical Research Center, 6400 Perkins Road, Baton Rouge, LA, USA 70808.
Hannah E CabrePennington Biomedical Research Center, 6400 Perkins Road, Baton Rouge, LA, USA 70808.
Chelsea L KrachtPennington Biomedical Research Center, 6400 Perkins Road, Baton Rouge, LA, USA 70808.
Joshua R SparksPennington Biomedical Research Center, 6400 Perkins Road, Baton Rouge, LA, USA 70808.
Maryam KebbePennington Biomedical Research Center, 6400 Perkins Road, Baton Rouge, LA, USA 70808.
L Anne GilmoreUniversity of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX, USA 75390.
Daniel S HsiaPennington Biomedical Research Center, 6400 Perkins Road, Baton Rouge, LA, USA 70808.
John W ApolzanPennington Biomedical Research Center, 6400 Perkins Road, Baton Rouge, LA, USA 70808.
Leanne M RedmanPennington Biomedical Research Center, 6400 Perkins Road, Baton Rouge, LA, USA 70808. Electronic address: leanne.redman@pbrc.edu.

Funding

Tracking & Evaluation CoreU54GM104940 · NIGMS · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · PI Peter Todd Katzmarzyk · 2012 to 2026
$69.1M
Research BaseP30DK072476 · NIDDK · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · PI ROBERT A KESTERSON · 2005 to 2026
$26.5M
A pragmatic, scalable e-health intervention for management of gestational weight gain in low-income mothersR01NR017644 · NINR · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · PI REDMAN, LEANNE MAREE · 2019 to 2024
$3.6M
NIDDK NIH HHS P30 DK072476NIGMS NIH HHS U54 GM104940NINR NIH HHS R01 NR017644
6 · The paper itself

Abstract

introductionUnderserved pregnant individuals experience high risk for weight gain outside clinical guidelines and adverse perinatal outcomes. The Women, Infants, and Children (WIC) federal program assists underserved pregnant individuals with supplemental nutrition. WIC is positioned to disseminate interventions promoting recommended gestational weight gain, increasing access to efficacious programs and complementing clinical care.

methodsPregnant WIC participants were randomly assigned (2019-2023) to a co-developed multicomponent e-health intervention for gestational weight gain management or usual care between 10 and 16 weeks gestation. The primary outcome (analyzed 2025) was gestational weight gain guideline attainment. Secondary weight outcomes included study-observed weight gain, weekly weight gain, deviation from guidelines, fat mass gain, and change in energy balance behaviors. Adverse perinatal outcomes were exploratory.

resultsPregnant participants (n=351; 57% non-Hispanic Black) were enrolled (179 Intervention; 172 Usual Care) across 31 WIC clinics. The incidence of guideline attainment was not different between groups (both groups 17%; adjusted odds ratio, 1.05; 95% CI, 0.55 to 2.01; P=0.89). Study-observed weight gain (adjusted mean difference, -1.4 kg; 95% CI, -2.8 to -0.1; P=0.04), rate of weight gain (-0.07 kg/wk; 95% CI, -0.13 to -0.01; P=0.02), deviation from guidelines (-0.05 kg/wk; 95% CI, -0.10 to -0.00; P=0.03), and fat mass gain (-1.3 kg; 95% CI, -2.1 to -0.6; P<0.001) were lower in the Intervention Group compared to Usual Care. Change in energy intake was lower in the Intervention Group (306 kcals/day; 95% CI, -500 to -112; P=0.002). There were 43 cases (9% Intervention, 16% Usual Care) of preterm birth and 30 NICU admissions (7% Intervention, 11% Usual Care).

conclusionsA remotely delivered lifestyle intervention concomitant with WIC care reduced gestational weight and fat mass gain. This approach demonstrates the potential for scalable interventions integrated into existing public health systems to expand access and inform public health strategies targeting maternal health disparities.

trial registrationTrial registration: This study is registered at www. CLINICALTRIALS: gov NCT04028843.

Indexed as

Adverse Pregnancy OutcomesGestational Weight GainMaternal MorbidityPregnancyWIC

Identifiers

PMID42570779
PMCPMC13527188

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Registered trials

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.