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Measuring 24-hour Movement Profiles During Pregnancy: Protocol for the 24MOVE Prospective Cohort Study.
Elizabeth Ryan1, Alex Asera1, Kelley Pettee Gabriel2
1Division of Research, Kaiser Permanente Northern California, Pleasanton, CA, United States.
JMIR Research Protocols
|September 15, 2025
Summary
The 24MOVE study investigates how daily movement patterns, including physical activity and sleep, affect pregnancy outcomes like gestational diabetes and weight gain. Findings will inform strategies for healthier pregnancies.
Area of Science:
- Obstetrics and Gynecology
- Public Health
- Epidemiology
Background:
- Physical activity and sleep are crucial for mitigating risks associated with gestational diabetes mellitus (GDM) and excessive gestational weight gain (GWG) in overweight/obese pregnancies.
- A 24-hour movement framework integrating physical activity, sedentary behavior, and sleep is emerging, but its impact on pregnancy outcomes needs further investigation.
Purpose of the Study:
- To describe the protocol for the 24MOVE prospective cohort study.
- To examine associations between 24-hour movement profiles throughout pregnancy and maternal glucose tolerance, GWG, and infant birthweight.
Main Methods:
- Recruited 306 participants with pre-pregnancy BMI ≥25 kg/m² at 10 weeks' gestation.
- Collected sociodemographic data, pregnancy symptoms, and sleep quality via online surveys.
- Utilized research-grade accelerometers for 7 consecutive days per trimester to capture movement, sedentary behavior, and sleep data.
- Employed compositional data analysis (CoDA) to model the reallocation of time between behaviors and its association with outcomes.
Main Results:
- Recruitment spanned 18 months, enrolling 306 of 2035 invited individuals (15% eligibility rate).
- The cohort's median age was 33 years, with a median BMI of 28.8 kg/m².
- Most participants had private insurance (86.9%) and were multiparous (75.8%).
- Data analysis is currently in progress.
Conclusions:
- The 24MOVE study protocol is established to address knowledge gaps regarding 24-hour movement's impact on maternal health and fetal development.
- Findings will elucidate the influence of movement behaviors on glucose metabolism, GWG, and birthweight, informing interventions for childhood obesity risk factors.
- The study data will provide a valuable resource for future research on behavior substitution and perinatal health outcomes.

