ArticleContemporary clinical trials2025
Protocol of an adaptive mobile health intervention for the management of gestational weight gain: The LEAP cluster randomized controlled trial.
Article in Contemporary clinical trials, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03880461 (Cluster Randomized Trial of a Mobile Health Intervention to Achieve Appropriate Gestational Weight Gain in Overweight/Obese Women), which is not on this map. Cited by 3 papers.
What it found
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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.
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.
Cluster Randomized Trial of a Mobile Health Intervention to Achieve Appropriate Gestational Weight Gain in Overweight/Obese Women
Who cites it
3 citing papers in PubMed.
- Adaptive Mobile Health Intervention to Reduce Excess Gestational Weight Gain: A Cluster-Randomized Clinical Trial.JAMA network open · 2026Trial
- Game, Set, and Match: A Scoping Review of Matching Characteristics for Control and Intervention Groups in Adaptive Behavioral Interventions for Physical Activity or Healthy Eating Designs for Populations with Overweight and Obesity.Behavioral medicine (Washington, D.C.) · 2026Review
- Daily step-count and sleep metrics across pregnancy: an observational analysis of the LEAP cluster randomized clinical trial.Sleep advances : a journal of the Sleep Research Society · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors.
Funding
Abstract
backgroundMore than half of pregnant patients with overweight or obesity exceed national gestational weight gain (GWG) guidelines, increasing their risk of adverse outcomes. There is an urgent need to develop effective and scalable interventions to improve GWG.
objectiveTo describe the protocol of Lifestyle, Eating, and Activity in Pregnancy (LEAP), a cluster randomized controlled trial evaluating a mobile health (mHealth) intervention promoting appropriate GWG in an integrated healthcare system.
methodsLEAP is a cluster randomized trial with randomization at the clinician level. Patient eligibility includes a pre-pregnancy BMI of 25.0-40.0 kg/m
conclusionsLEAP addresses gaps in the implementation of GWG interventions in healthcare settings. The adaptive and mHealth nature of the intervention may enhance scalability.
trial registrationClinicalTrials.govNCT03880461.
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Registered trials
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