Evidence map›Paper›PMID 41505178›Full record

Trial reportJMIR mental health2026

Effect of a Pragmatic eHealth Behavioral Gestational Weight Gain Intervention on Household Chaos in Pregnant People of Lower Socioeconomic Status: Randomized Controlled Trial.

Chelsea L Kracht, Kaja Falkenhain, Emily W Flanagan, Abby D Altazan, Hannah E Cabre, Maryam Kebbe, Emily K Woolf, Robbie Beyl, Daniel S Hsia, John W Apolzan and 1 more

Registry-linked trialAbstract readPragmatic Clinical TrialRandomized Controlled Trial
In one paragraph

Trial report in JMIR mental health, 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. 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.

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

1 citing paper in PubMed.

  1. Trial
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

11 authors.

Chelsea L KrachtDepartment of Internal Medicine, University of Kansas Medical Center, Kansas City, KS, United States.ORCID https://orcid.org/0000-0002-5467-0849
Kaja FalkenhainClinical Sciences Division, Pennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0002-3240-964X
Emily W FlanaganClinical Sciences Division, Pennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0001-9496-5257
Abby D AltazanClinical Sciences Division, Pennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0001-7388-823X
Hannah E CabreClinical Sciences Division, Pennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0002-3235-6867
Maryam KebbeUniversity of New Brunswick, Fredericton, Canada.ORCID https://orcid.org/0000-0001-7999-9299
Emily K WoolfClinical Sciences Division, Pennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0009-0007-1546-865X
Robbie BeylClinical Sciences Division, Pennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0002-8582-744X
Daniel S HsiaClinical Sciences Division, Pennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0003-2832-3429
John W ApolzanClinical Sciences Division, Pennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0001-8492-7820
Leanne RedmanClinical Sciences Division, Pennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0002-7267-7374

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
longitudinal assessment of stress and stress-related concepts across a behavioral weight loss interventionP20GM144269 · NIGMS · UNIVERSITY OF KANSAS MEDICAL CENTER · PI Udayan Apte · 2022 to 2026
$14.9M
Training in Obesity ResearchT32DK064584 · NIDDK · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · PI CORBY K MARTIN, Christopher D Morrison · 2003 to 2026
$5.3M
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
An Examination of Brown Adipose Tissue and Energy Expenditure in InfantsF32HD108022 · NICHD · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · PI FLANAGAN, EMILY W · 2022 to 2024
$229k
Examining dietary and metabolomics patterns on cardiometabolic outcome variability in response to calorie restrictionF32HL176217 · NHLBI · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · PI WOOLF, EMILY KATLYN · 2024 to 2025
$158k
NHLBI NIH HHS F32 HL176217NICHD NIH HHS F32 HD108022NIDDK NIH HHS P30 DK072476NIDDK NIH HHS T32 DK064584NIGMS NIH HHS P20 GM144269NIGMS NIH HHS U54 GM104940NINR NIH HHS R01 NR017644
6 · The paper itself

Abstract

backgroundHousehold chaos is an emerging risk factor for childhood obesity development, especially in families with lower socioeconomic status (SES). It is unclear if changes in household chaos, especially in pregnancy, may mediate the effectiveness of weight-related behavioral interventions.

objectiveThis study aimed to describe how household chaos changed across gestation and determine whether household chaos mediated the effect of an eHealth behavioral gestational weight gain (GWG) intervention in pregnant people with low SES.

methodsPregnant people who were enrolled in the US Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) were recruited for a randomized controlled trial testing the effectiveness of an eHealth-based pragmatic intervention for GWG management. The usual care group received the standard WIC program guidance and monthly health coach support with general pregnancy recommendations. The intervention group received the standard WIC program plus health information via email and weekly health coach discussions to promote healthy eating and adequate physical activity. Weight and household chaos were measured at baseline (early pregnancy, 10

resultsAmong 258 participants, 53.9% (n=139) were Black, 43.4% (n=112) were nulliparous, 36.0% (n=93) were obese, and almost half (n=124, 48.1%) were classified as low household chaos at baseline. Overall, there were minimal changes in household chaos scores from early to late pregnancy (P=.34), although scores and categories tended to be higher in late pregnancy. Household chaos changes were divided; some improved or had no change (n=140, 54.3%), and some declined (n=118, 45.7%) across gestation. Household chaos did not mediate the effect of the intervention on GWG.

conclusionsIn this sample, household chaos did not change across gestation and did not explain the effect of an eHealth behavioral GWG intervention in pregnant people with lower SES. Routine-focused and multilevel interventions may improve upon these findings to support an organized home for future parent and child health.

trial registrationClinicalTrials.gov NCT04028843; https://www.clinicaltrials.gov/study/NCT04028843.

Indexed as

Behavior TherapyFamily CharacteristicsGestational Weight GainPregnant PeopleSocial ClassAdultFemaleHumansPregnancyTelemedicineanxietydepressiondisadvantagedpregnancystress

Identifiers

PMID41505178
PMCPMC12828310

What OpenQuestion holds

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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.