Healthy Mom Zone Gestational Weight Gain Management Intervention 2.0
This study is testing an enhanced program called HMZ 2.0 to help pregnant women manage their weight gain during pregnancy. It compares HMZ 2.0 to standard prenatal care. The goal is to see if HMZ 2.0 can effectively control gestational weight gain (GWG), influence sleep and eating habits, and impact infant health. Researchers also want to understand how well this program could be used in regular healthcare settings. You might be able to join if you are a pregnant woman between 18 and 45 years old, are 8 to less than 18 weeks pregnant, and are considered overweight or obese. The study will measure your weight, physical activity, and how much you eat daily for about six months to see if the intervention is successful.
- Study design
- This interventional study plans to enroll 144 pregnant women. Participants will be randomly assigned to either the HMZ 2.0 intervention group or a control group receiving standard prenatal care.
- What's involved
- You will complete assessments at a research center or via Zoom, which takes about 90 minutes. You will also track your physical activity, eating habits, and sleep daily for about six months.
- Compensation
- Not stated in the trial record.
- Follow-up
- Your weight, physical activity, and energy intake will be measured daily throughout the intervention period, which is approximately six months.
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Healthy Mom Zone Gestational Weight Gain Management Intervention 2.0
At a glance
Conditions
Where it's being run
1 sites across 1 statesWho to contact
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What this trial measures
- Gestational Weight Gain and Weight ChangeMeasured daily at pre-post intervention and daily throughout the intervention study period (~6 months).
Weight and GWG will be assessed daily at home using the FitBit Aria Air Smart Scale (weights will be uploaded to online program via Bluetooth). GWG will be standardized: target weight gain will be determined for each woman based on BMI status (OW = 15-25 lb., OB = 11-20 lb.). For the criterion measure to determine when to adapt the intervention, weight gain will be calculated to determine if a woman is gaining \< her goal (-), at the exact amount of her goal (0), or \> her goal (+). Pre-pregnancy weight and GWG from the first prenatal visit to the last pre-delivery weight will also be obtained from clinical records. Weight will also be assessed at the Penn State Clinical Research Center using standard procedures (measured in duplicate to nearest kg using a high precision stand-on adult scale).
- Physical Activity (PA) and Sedentary BehaviorMeasured daily at pre-post intervention (Fitbit Charge 5 and ActiGraph) and daily (Fitbit Charge 5) throughout the intervention study period (~6 months).
Women will wear the wrist-worn Fitbit Charge 5 (Fitbit Inc., San Francisco, CA) 24 hours/day from the pre-intervention assessment until the end of the post-intervention assessment. The Fitbit Charge 5 will be used for continuous PA measure for our energy balance model to predict GWG. It will measure activity kcal, steps, minutes in sedentary/light/moderate PA. The waist-mounted ActiGraph GT3X will be worn at pre- and post-intervention during waking hours to assess PA and sedentary behavior (activity kcal, steps, minutes in sedentary/light/moderate PA). While the ActiGraph is considered a "gold standard" PA measure, our pilot data showed high burden for PW-OW/OB to wear it continuously; thus, it will be used as a pre-post intervention PA measure only.
- Energy Intake (EI) Estimation (Back-Calculation of Energy Intake)Measured at pre-post intervention and daily throughout the intervention study period (~6 months).
Self-report EI measures under-estimate EI by 35-59%; EI under-reporting is common in people with obesity and especially in PW-OW/OB. Because our energy balance model relies on accurate EI/PA estimates to predict GWG (and our PA/weight measures provide accurate estimates), EI under-reporting compromises the prediction. EI is estimated from measured W (Aria Wi-Fi scale), PA (Fitbit Charge 5 activity monitor), and resting metabolic rate (RMR; Breezing mobile metabolism device) with k=1, 2,… N relating to day 1- day N. T is the sampling time (T=1 day). The noise in W is small relative to the total W, but the extent of this noise can affect the calculated rate of GWG/day, so a 5-day moving average filter is used to preprocess (smooth) measured W before "true" daily EI is estimated.