Evidence mapPaperPMID 41218199Full record

Trial reportJournal of medical Internet research2025

Examining the Impact of a Codeveloped Multicomponent Mobile eHealth Lifestyle Intervention on Physical Activity and Its Association With Gestational Weight Gain in Underserved Women: A Statewide Randomized Controlled Trial.

Hannah E Cabre, Kaja Falkenhain, Abby D Altazan, Emily W Flanagan, Chelsea L Kracht, Joshua R Sparks, Maryam Kebbe, Emily K Woolf, Daniel S Hsia, L Anne Gilmore and 3 more

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Journal of medical Internet research, 2025. 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 3 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 2 pooled it
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

3 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. 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

13 authors.

Hannah E Cabre *Pennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0002-3235-6867
Kaja Falkenhain *Pennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0002-3240-964X
Abby D AltazanPennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0001-7388-823X
Emily W FlanaganPennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0001-9496-5257
Chelsea L KrachtPennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0002-5467-0849
Joshua R SparksPennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0002-3954-3665
Maryam KebbePennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0001-7999-9299
Emily K WoolfPennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0009-0007-1546-865X
Daniel S HsiaPennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0003-2832-3429
L Anne GilmoreDepartment of Clinical Nutrition, The University of Texas Southwestern Medical Center, Houston, TX, United States.ORCID https://orcid.org/0000-0002-2612-2538
Robbie BeylPennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0002-8582-744X
John W ApolzanPennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0001-8492-7820
Leanne M RedmanPennington Biomedical Research Center, Baton Rouge, LA, United States.ORCID https://orcid.org/0000-0002-7267-7374

Funding

longitudinal assessment of stress and stress-related concepts across a behavioral weight loss interventionP20GM144269 · NIGMS · UNIVERSITY OF KANSAS MEDICAL CENTER · 2022 to 2025
$7.6M
Louisiana Clinical and Translational Science CenterU54GM104940 · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · 2025 to 2025
$3.9M
CTSA K12 Program at the University of Alabama at BirminghamK12TR004769 · NCATS · UNIVERSITY OF ALABAMA AT BIRMINGHAM · 2024 to 2025
$3.2M
Pilot and Feasibility ProgramP30DK072476 · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · 2005 to 2025
$2.2M
A pragmatic, scalable e-health intervention for management of gestational weight gain in low-income mothersR01NR017644 · NINR · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · PI Leanne Maree Redman · 2022 to 2024
$1.0M
Training in Obesity ResearchT32DK064584 · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · 2003 to 2025
$932k
Examining dietary and metabolomics patterns on cardiometabolic outcome variability in response to calorie restrictionF32HL176217 · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · 2025 to 2025
$80k
NCATS NIH HHS K12 TR004769NHLBI NIH HHS F32 HL176217NICHD NIH HHS F32 HD108022NICHD NIH HHS K99 HD107158NICHD NIH HHS L40 HD109931NIDDK 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

backgroundUnderserved pregnant women have a greater risk of excessive or inadequate gestational weight gain (GWG) and adverse perinatal outcomes. In the United States, the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) provides supplemental nutrition and is uniquely positioned to deliver equitable interventions that support recommended GWG. Yet to date, no randomized controlled trials have evaluated behavioral strategies for managing GWG in this setting.

objectiveThe primary objective was to examine the effects of a statewide randomized multicomponent mobile eHealth lifestyle intervention trial on change in physical activity and sedentary time across pregnancy. The secondary objective was to explore associations between changes in physical activity, sedentary time, and GWG.

methodsA total of 351 pregnant women were recruited from the Louisiana WIC clinics and were randomly assigned to a multicomponent mobile eHealth intervention for GWG management (N=179) or usual care (N=172; standard in-person WIC care) prior to 16 weeks of gestation. The multicomponent mobile intervention included daily weighing, step tracking, counseling, exercise videos, health coach interactions, and social support. For the first objective, physical activity, including movement duration and movement context, and sedentary time were assessed at baseline (early pregnancy) and at the end of the intervention (late pregnancy) using accelerometry and the Pregnancy Physical Activity Questionnaire. For the second objective, GWG was determined based on weight collected at study visits in early and late pregnancy. Linear mixed models assessed intervention effects on physical activity and GWG.

resultsBoth the Intervention Group and the Usual Care Group significantly increased sedentary time from early to late pregnancy (adjusted effect estimate [95% CI] 62 minutes per day (42-83), P<.001 and 52 minutes per day (31-72), P<.001, respectively). Both the Intervention Group and the Usual Care Group significantly decreased moderate activity (-13 minutes per day (-20 to -6), P<.001 and -10 minutes per day (-17 to -3), P=.01, respectively) and total moderate to vigorous physical activity (-14 minutes per day (-21 to -7), P<.001 and -10 minutes per day (-18 to -3), P=.01, respectively) from early to late pregnancy. For the Pregnancy Physical Activity Questionnaire, the Intervention Group reported an increase in sports participation across pregnancy compared with the Usual Care Group (+4 metabolic equivalent task (MET)-hours per week (2-7); P=.002). There were no associations between physical activity (-7 g (-32 to 18), P=.57) or sedentary time measures (4 g (-4 to 12), P=.31) and GWG.

conclusionsThe first of its kind mobile eHealth multicomponent behavioral lifestyle intervention that included guidance to increase physical activity toward national guidelines did not meaningfully impact physical activity outcomes in pregnant women who were enrolled in Louisiana WIC.

trial registrationClinicalTrials.gov NCT04028843; https://www.clinicaltrials.gov/study/NCT04028843. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/18211.

Indexed as

ExerciseGestational Weight GainLife StyleTelemedicineAdultFemaleHumansLouisianaPregnancygestationmaternal healthmovement behaviorsobesityoverweightpregnancy

Identifiers

PMID41218199
PMCPMC12648131

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.