Evidence mapPaperPMID 42441015Full record

ArticleMayo Clinic proceedings. Digital health2026

Application Usability, Engagement, and Postpartum Weight Retention: Secondary Analysis of the INTER-ACT Randomized Controlled Trial.

Lisanne Duizer, Femke Geusens, Emma Geerits, Roland Devlieger, Annick Bogaerts

Registry-linked trialAbstract read
In one paragraph

Article in Mayo Clinic proceedings. Digital 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 NCT02989142 (Inter-pregnAncy Coaching for a Healthy fuTure), 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.

NCT02989142 naunknown statusnot on this map

Inter-pregnAncy Coaching for a Healthy fuTure

TypeinterventionalSponsorKU LeuvenRan2017 to 2020Enrolled1,100ConditionsObesity, PregnancyArmsINTER-ACT
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

5 authors.

Lisanne DuizerREALIFE Research Group, Research Unit Woman and Child, Department of Development and Regeneration, KU Leuven, Leuven, Belgium.
Femke GeusensREALIFE Research Group, Research Unit Woman and Child, Department of Development and Regeneration, KU Leuven, Leuven, Belgium.
Emma GeeritsREALIFE Research Group, Research Unit Woman and Child, Department of Development and Regeneration, KU Leuven, Leuven, Belgium.
Roland DevliegerREALIFE Research Group, Research Unit Woman and Child, Department of Development and Regeneration, KU Leuven, Leuven, Belgium.
Annick BogaertsREALIFE Research Group, Research Unit Woman and Child, Department of Development and Regeneration, KU Leuven, Leuven, Belgium.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To examine whether perceived usability of the INTER-ACT application influences postpartum weight loss and whether this effect is mediated by application use, motivational power, and implementation of lifestyle recommendations. Patients and Methods: Dutch-speaking women aged 18 years or older who had delivered a singleton infant and exceeded the recommended guidelines of the Institute of Medicine for gestational weight gain got recruited from May 2017 to April 2019, Across 6 Flemish hospitals. This secondary analysis included 138 participants of the INTER-ACT intervention arm. At 6 months postpartum participants completed a process evaluation survey, assessing application usability using the system usability scale, perceived motivational power, and perceived implementation of lifestyle recommendations. Weight loss was calculated between 6 weeks and 6 months postpartum. Pearson correlations and parallel mediation analyses were conducted, adjusting for maternal age, parity, and prepregnancy body mass index. Results: Application usability was moderate (mean system usability scale=60.6) and positively associated with perceived application use frequency (B=.05, Conclusion: Application usability was associated with engagement and positive emotional experience, but not with reduced PPWR. The GWG remained the main determinant of postpartum weight outcomes. Preventing excessive GWG and complementing this with emotionally supportive postpartum mHealth tools may improve outcomes. Trial Registration: clinicaltrials.gov Identifier: NCT02989142.

Identifiers

PMID42441015
PMCPMC13334793

What Socratic 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 Socratic graph.