Gestational diabetes & diabetes in pregnancy

Adaptive Mobile Health Intervention to Reduce Excess Gestational Weight Gain: A Cluster-Randomized Clinical Trial

JAMA Netw OpenPublished Cluster-randomised clinical trial

Primary result · Weekly rate of GWGResult — go to the resultMean between-group difference −0.03 kg/week 95% CI −0.05 to −0.01

Authors' conclusion

This cluster-randomized trial found that an adaptive intervention leveraging technology effectively reduced the rate of GWG and total GWG among pregnant patients with overweight or obesity.

Study context

Population
Pregnant patients with a singleton pregnancy, prepregnancy body mass index (BMI) 25.0 to <40.0, receiving care within an integrated health system; 58 clinicians; mean (SD) age 33.4 (4.6) years, mean (SD) BMI 29.8 (3.8)58 clinicians
Participants
1,265 patients
Comparison
Adaptive mobile health lifestyle intervention plus standard care vs standard care alone
  • Interventionn = 677
  • Standard caren = 588reference
Primary endpoint
Co-primary: weekly rate of GWG and total GWG (both continuous and categorized per IOM guidelines)
Methodological detailscluster-randomized, randomization at the clinician level
  • Cluster-randomized
  • Randomization at the clinician level

Primary result

Weekly rate of GWG

Mean between-group difference

−0.03 kg/week

95% CI −0.05 to −0.01

By group

Interventionvs Standard care
mean between-group difference −0.03 kg/week (95% CI −0.05 to −0.01)

As reported in the abstract

Further findings

Mean, kg

OutcomeInterventionStandard careMean between-group difference (kg) (95% CI)
Total GWG (co-primary)Co-primary outcome9.7 (SD 6.2)10.6 (SD 6.2)−0.87 (−1.40 to −0.34)
OutcomeInterventionStandard careRR (95% CI)
Exceeded IOM guidelines for weekly rate of GWG (co-primary, categorized)51.9%60.2%0.86 (0.78–0.95)
Gained below IOM guidelines for weekly rate of GWG21.8%17.2%1.27 (1.01–1.61)
Exceeded IOM guidelines for total GWG (co-primary, categorized)44.1%51.2%0.87 (0.77–0.98)
Gained below IOM guidelines for total GWG26.8%21.5%1.23 (1.04–1.45)

Original publication

Adaptive Mobile Health Intervention to Reduce Excess Gestational Weight Gain: A Cluster-Randomized Clinical Trial. JAMA Netw Open. Published 1 April 2026. doi:10.1001/jamanetworkopen.2026.8007

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