Hypertensive disorders during pregnancy (HDP) and gestational diabetes (GDM) are among the leading complications in pregnancy, significantly contributing to global maternal and fetal morbidity and mortality. (1,2,3) Effective management of HDP and GDM hinges on regular monitoring of blood pressure (BP) and blood glucose (BG) to ensure adequate control and timely interventions for maternal and fetal well-being. Telemonitoring offers a promising and cost-effective alternative by enabling pregnant individuals to monitor BP and BG at home and share real-time results with healthcare providers, facilitating informed clinical decision-making and timely interventions. Here the investigators propose to conduct a Hybrid Type II Effectiveness-Implementation Randomized Controlled Trial (RCT) to assess the effectiveness and evaluate the implementation of the MOM-HD (Mobile-based Obstetric Monitoring for Hypertension and/or Diabetes) program, a mobile app-based perinatal telemonitoring program, in real-world clinical settings in Nepal. To address the study aims, the investigators will recruit 864 women who are newly diagnosed with HDP and GDM from three metropolitan hospitals and randomly assign them to either (i) MOM-HD + standard care or (ii) standard care alone, from enrolment in pregnancy to 6 weeks postpartum. Primary and secondary clinical outcomes will be assessed at delivery, and at 6 weeks postpartum. The investigators hypothesize that compared to standard care, the use of MOM-HD in addition to standard care will result in lower systolic BP levels, lower incidence rate for the composite adverse perinatal outcome of either perinatal loss, neonatal intensive care unit admission, primary cesarean delivery or labor induction, and lower proportion of days with elevated systolic BP or BG readings between recruitment and 6 weeks postpartum. A convergent mixed-methods approach will be used to assess implementation and maintenance outcomes using the RE-AIM framework (4), and economic sustainability will be assessed by collecting primary cost data.
This is a Mobile-based Obstetric Monitoring for Hypertension and/or Diabetes (MOM-HD)2 program, which includes a patient-facing mobile app for uploading BP/BG data, a provider-facing web portal for viewing patient data, and biweekly tele-visits with a study nurse. This study aims to utilize an implementation science framework to implement and comprehensively evaluate a mobile app-based perinatal telemonitoring program within real-world clinical settings. Collaborating with government and hospital stakeholders, the investigators will employ a theory-informed multi-faceted implementation strategies: (a) Train patients and family members, and provide continuous technical support (via mobile app) for at-home BP and/or BG monitoring; (b) Provide financial assistance for at-home BP and/or BG monitoring; (c) Technical assistance, audit, and feedback to the providers; and (d) Institutionalizing and sustaining the program through advisory boards at each hospital. Study Objective and Aims Primary Goal: To conduct a hybrid type II effectiveness-implementation randomized controlled trial (RCT) to evaluate the impact of MOM-HD on clinical outcomes and assess its implementation in real-world settings in Nepal. Specific aims: * Aim 1: Assess the effectiveness of MOM-HD + standard care compared to standard care alone via a multi-center randomized controlled trial. * Aim 2: Assess implementation outcomes of the MOM-HD using the RE-AIM framework at the patient, provider, and health system levels. * Aim 3: Conduct a comprehensive costing analysis and economic evaluation of the MOM-HD. Study Design This is a type II hybrid effectiveness-implementation study conducted as a multi-site randomized controlled trial in three metropolitan hospitals in Nepal: 1) Paropakar Maternity and Women's Hospital (PMWH), 2) Dhulikhel Hospital in Dhulikhel, and 3)Nobel Medical College \& Teaching Hospital in Biratnagar. The MOM-HD telemonitoring program will consist of patient education/ training, provision of a BP monitor and/or glucometer and strips, a mobile app where BP/BG data can be uploaded, a provider-facing web portal for monitoring patient data, as well as biweekly tele-visits with a study nurse. Participants with HDP and/or GDM in the intervention group will be enrolled in the MOM-HD program from enrollment to 6 weeks postpartum. Overall, this study aims to evaluate the effectiveness and implementation of the MOM-HD intervention, while providing insights into the costs associated with implementing the intervention in a real-world setting. Study Duration The study is expected to last up to 5 years. Participants will be followed from 24-30 weeks' gestation until 6 weeks postpartum. Sample Size A total of 864 participants (432 with HDP and 432 with GDM). Randomization Participants will be randomized in a 1:1 ratio to either the intervention group (MOM-HD plus standard care) or the control group (standard care alone). Study Population: See section Eligibility Measurements * Primary and Secondary Outcomes: See section Outcome Measures * Implementation Outcomes: Using the RE-AIM framework (4), the study will assess Reach (e.g., proportion and characteristics of participants engaged), Adoption (provider uptake), Implementation (fidelity, facilitators, barriers), and Maintenance (sustainability and costs). Intervention: See section Arms and Interventions Research Method: Mixed-method and Randomized Clinical Trial
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
SUPPORTIVE_CARE
Masking
NONE
Enrollment
864
Participants will receive education and training on proper BP and/or BG monitoring and will be provided a BP monitor and/or glucometer with strips. They will be asked to use the MOM-HD mobile app to measure and record daily BP (until 6 weeks postpartum) and, for women with GDM, fasting and 2-hour postprandial BG (until delivery). Readings are automatically uploaded via Bluetooth to a provider portal and reviewed daily by a nurse. Participants will receive automated reminders, instant feedback on readings, and educational materials via the app. They will participate in biweekly tele-visits with a nurse to review readings, discuss symptoms, and receive counseling on lifestyle, diet, and care plans.
Pregnant women with HDP and GDM will receive standard antenatal care, which includes more frequent hospital visits (6-8 extra), ultrasound, urine dipstick, BP/BG monitoring with paper record booklets, dietary and physical activity counseling, and OB/GYN follow-up. GDM patients will consult with a dietitian and physical therapist. Postpartum follow-up includes BP/BG testing at 6 weeks.
Mean systolic BP from recruitment to delivery (continuous)
Mean systolic BP levels will be calculated based on data abstracted from the MOM-HD app (home measurements) and medical records (hospital measurements).
Time frame: Post-treatment (at delivery)
Mean systolic BP averaged over 6 weeks postpartum
Mean systolic BP levels will be calculated based on data abstracted from the MOM-HD app (home measurements) and medical records (hospital measurements). Values averaged from discharge to 6 weeks postpartum.
Time frame: Post-treatment (6 weeks postpartum)
Rate of composite adverse perinatal outcome (categorical; either perinatal loss, neonatal intensive care unit admission, primary cesarean delivery or labor induction)
Perinatal loss, neonatal intensive care unit admission, primary cesarean delivery or labor induction will be abstracted from medical records.
Time frame: Post-treatment (at delivery)
Proportion of days with elevated blood pressure (BP) or blood glucose (BG) readings (above clinical target ranges) between recruitment and delivery (continuous)
BP levels or BG levels will be abstracted from the MOM-HD app (home measurements) and medical records (hospital measurements), and proportion of days with elevated readings (out of total number of days with valid measurements) will be calculated.
Time frame: Post-treatment (at delivery)
Proportion of days with elevated blood pressure (BP) or blood glucose (BG) readings (above clinical target ranges) over 6 weeks postpartum (continuous)
BP levels or BG levels will be abstracted from the MOM-HD app (home measurements) and medical records (hospital measurements), and proportion of days with elevated readings (out of total number of days with valid measurements) will be calculated, spanning from discharge to 6 weeks postpartum
Time frame: Post-treatment (at delivery)
Mean diastolic BP from recruitment to delivery (continuous)
Mean diastolic BP levels will be calculated based on data abstracted from the MOM-HD app (home measurements) and medical records (hospital measurements).
Time frame: Post-treatment (at delivery)
Mean diastolic BP over the 6 weeks postpartum (continuous)
Mean diastolic BP levels will be calculated based on data abstracted from the MOM-HD app (home measurements) and medical records (hospital measurements).
Time frame: Post-treatment (6 weeks postpartum)
Mean fasting BG levels from recruitment to delivery (continuous; only among women with GDM)
Mean BG levels will be calculated based on data abstracted from the MOM-HD app (home measurements) and medical records (hospital measurements).
Time frame: Post-treatment (at delivery)
Mean postprandial BG levels from recruitment to delivery (continuous; only among women with GDM)
Mean BG levels will be calculated based on data abstracted from the MOM-HD app (home measurements) and medical records (hospital measurements).
Time frame: Post-treatment (at delivery)
Perinatal loss (present/ absent)
Perinatal loss (present/ absent) will be abstracted from medical records
Time frame: Post-treatment (at delivery)
Neonatal intensive care unit admission (present/absent)
Neonatal intensive care unit admission (present/ absent) will be abstracted from medical records.
Time frame: Post-treatment (at delivery)
Primary cesarean delivery (present/absent)
Primary cesarean delivery (present/absent) will be abstracted from medical records.
Time frame: Post-treatment (at delivery)
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Induction of labor (present/ absent)
Induction of labor (present/absent) will be abstracted from medical records.
Time frame: Post-treatment (at delivery)
Need for medication ( present/ absent)
Medication initiation will be abstracted from medical records
Time frame: Post-treatment (at delivery)
Pre-term birth ( present/ absent)
Gestational age at delivery will be abstracted from medical records
Time frame: Post-treatment (at delivery)
Hospital admissions ( present/ absent)
Hospital admissions will be abstracted from medical records
Time frame: Post-treatment (at delivery)