Evidence mapPaperPMID 33704075Full record

Trial reportJMIR mHealth and uHealth2021

Effectiveness of a Smartphone App to Promote Healthy Weight Gain, Diet, and Physical Activity During Pregnancy (HealthyMoms): Randomized Controlled Trial.

Johanna Sandborg, Emmie Söderström, Pontus Henriksson, Marcus Bendtsen, Maria Henström, Marja H Leppänen, Ralph Maddison, Jairo H Migueles, Marie Blomberg, Marie Löf

Registry-linked trialOpen access · goldAbstract readRandomized Controlled Trial
In one paragraph

Trial report in JMIR mHealth and uHealth, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03298555 (A Smartphone Application), which is not on this map. Cited by 75 papers, 10 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
75citing papers in PubMed, 10 pooled it
16.2field-weighted citation impact, top 1% of its field
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.

NCT03298555 nacompletednot on this map

A Smartphone Application (HealthyMoms) to Promote Healthy Weight Gain, Diet and Physical Activity During Pregnancy: a Randomized Controlled Trial

TypeinterventionalSponsorKarolinska InstitutetRan2017 to 2020Enrolled305ConditionsGestational Mothers, Weight GainArmsMobile phone based intervention
3 · Its place in the literature

Who cites it

75 citing papers in PubMed, 10 syntheses or guidelines pooled it, 132 citations in OpenAlex.

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  14. [A randomized controlled trial of weight management based on mobile health techno-logy among overweight or obese pregnant women].Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences · 2025
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15 more citing papers are in PubMed but not listed here.

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

10 authors at 4 institutions in 4 countries.

Johanna SandborgDepartment of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden.ORCID 0000-0003-0389-9333
Emmie SöderströmDepartment of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.ORCID 0000-0001-5716-0847
Pontus HenrikssonDepartment of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.ORCID 0000-0003-2482-7048
Marcus BendtsenDepartment of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.ORCID 0000-0002-8678-1164
Maria HenströmDepartment of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden.ORCID 0000-0002-8677-4204
Marja H LeppänenDepartment of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden.ORCID 0000-0001-6933-8809
Ralph MaddisonInstitute for Physical Activity and Nutrition, Deakin University, Burwood, Australia.ORCID 0000-0001-8564-5518
Jairo H MiguelesDepartment of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.ORCID 0000-0003-0366-6935
Marie BlombergDepartment of Obstetrics and Gynecology, Linköping University, Linköping, Sweden.ORCID 0000-0003-4679-550X
Marie LöfDepartment of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden.ORCID 0000-0002-2273-4430
Linköping University · SEDeakin University · AUKarolinska Institutet · SEUniversity of Helsinki · FI

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundExcessive gestational weight gain (GWG) during pregnancy is a major public health concern associated with negative health outcomes for both mother and child. Scalable interventions are needed, and digital interventions have the potential to reach many women and promote healthy GWG. Most previous studies of digital interventions have been small pilot studies or have not included women from all BMI categories. We therefore examined the effectiveness of a smartphone app in a large sample (n=305) covering all BMI categories.

objectiveTo investigate the effectiveness of a 6-month intervention (the HealthyMoms app) on GWG, body fatness, dietary habits, moderate-to-vigorous physical activity (MVPA), glycemia, and insulin resistance in comparison to standard maternity care.

methodsA 2-arm parallel randomized controlled trial was conducted. Women in early pregnancy at maternity clinics in Östergötland, Sweden, were recruited. Eligible women who provided written informed consent completed baseline measures, before being randomized in a 1:1 ratio to either an intervention (n=152) or control group (n=153). The control group received standard maternity care while the intervention group received the HealthyMoms smartphone app for 6 months (which includes multiple features, eg, information; push notifications; self-monitoring; and feedback features for GWG, diet, and physical activity) in addition to standard care. Outcome measures were assessed at Linköping University Hospital at baseline (mean 13.9 [SD 0.7] gestational weeks) and follow-up (mean 36.4 [SD 0.4] gestational weeks). The primary outcome was GWG and secondary outcomes were body fatness (Bod Pod), dietary habits (Swedish Healthy Eating Index) using the web-based 3-day dietary record Riksmaten FLEX, MVPA using the ActiGraph wGT3x-BT accelerometer, glycemia, and insulin resistance.

resultsOverall, we found no statistically significant effect on GWG (P=.62); however, the data indicate that the effect of the intervention differed by pre-pregnancy BMI, as women with overweight and obesity before pregnancy gained less weight in the intervention group as compared with the control group in the imputed analyses (-1.33 kg; 95% CI -2.92 to 0.26; P=.10) and completers-only analyses (-1.67 kg; 95% CI -3.26 to -0.09; P=.031]). Bayesian analyses showed that there was a 99% probability of any intervention effect on GWG among women with overweight and obesity, and an 81% probability that this effect was over 1 kg. The intervention group had higher scores for the Swedish Healthy Eating Index at follow-up than the control group (0.27; 95% CI 0.05-0.50; P=.017). We observed no statistically significant differences in body fatness, MVPA, glycemia, and insulin resistance between the intervention and control group at follow up (P≥.21).

conclusionsAlthough we found no overall effect on GWG, our results demonstrate the potential of a smartphone app (HealthyMoms) to promote healthy dietary behaviors as well as to decrease weight gain during pregnancy in women with overweight and obesity.

trial registrationClinicalTrials.gov NCT03298555; https://clinicaltrials.gov/ct2/show/NCT03298555. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/13011.

Indexed as

Maternal Health ServicesMobile ApplicationsBayes TheoremChildDietExerciseFemaleHumansPregnancySmartphoneSwedenWeight Gaindietgestational weight gainmHealthmobile phone appphysical activitypregnancyrandomized controlled trialsmartphone apptelemedicine

Identifiers

PMID33704075
PMCPMC7995071
OpenAlexW3133957422

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.