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Accepted for/Published in: JMIR Research Protocols

Date Submitted: Jan 14, 2026
Date Accepted: Apr 17, 2026

The final, peer-reviewed published version of this preprint can be found here:

Protocol for Monitoring Postpartum Hypertension Outcomes via a Smartphone App (MOMitor): Ecological Momentary Assessment

Azubuike CD, Bae J, Varma D, Wen T, Roussos-Ross K, Goodin A

Protocol for Monitoring Postpartum Hypertension Outcomes via a Smartphone App (MOMitor): Ecological Momentary Assessment

JMIR Res Protoc 2026;15:e91392

DOI: 10.2196/91392

PMID: 42172638

Monitoring Postpartum Hypertension Outcomes Using Ecological Momentary Assessment in a Smartphone App-Based Cohort (MOMitorâ„¢): A Protocol

  • Chidimma Doris Azubuike; 
  • Jungjun Bae; 
  • Deepthi Varma; 
  • Tony Wen; 
  • Kay Roussos-Ross; 
  • Amie Goodin

ABSTRACT

Background:

Postpartum hypertension (PPHTN), defined as elevated blood pressure after childbirth, affects approximately 20% of women after delivery. Digital health interventions that include remote monitoring therefore, present an important opportunity to facilitate regular blood pressure assessment in this high-risk population.

Objective:

The primary objective is to assess within- and between-person changes in hypertension status over the first 6 weeks postpartum using a smartphone-based ecological momentary assessment protocol. The secondary objective is to characterize the trajectory of hypertension indicators across the 6-week period and to compare hypertension screening results from week one and week six within participants.

Methods:

This study employs a time-series design utilizing data from prospectively enrolled patients within a large health system. Patients eligible for recruitment were women aged 18 years or older who spoke English, owned a smartphone, had a liveborn neonate, and were willing to download an app and respond to survey questions within the app. Throughout the study period, all participants received hypertension screening items that asked whether their blood pressure was greater than 140/90 mmHg and whether they felt dizzy or lightheaded, short of breath, or had a severe headache. A subset of participants were additionally asked to report their blood pressure readings. We estimate within- and between-participant effects using a generalized linear mixed model for a positive hypertension screen during weeks one through six. The model includes both fixed and random effects, controlling for age, race, marital status, education, insurance status, mode of delivery, total number of pregnancies, and history of diabetes mellitus.

Results:

Data collection for this study has been completed. Data analysis is expected to be completed by Spring 2026.

Conclusions:

This protocol will provide insight into how this approach influences hypertension outcomes among postpartum women whose blood pressure was regularly tracked through a smartphone-based system. Findings will provide evidence to support whether widespread implementation of this digital health surveillance approach to improve outcomes in maternal health, especially in the postpartum period, is clinically warranted.


 Citation

Please cite as:

Azubuike CD, Bae J, Varma D, Wen T, Roussos-Ross K, Goodin A

Protocol for Monitoring Postpartum Hypertension Outcomes via a Smartphone App (MOMitor): Ecological Momentary Assessment

JMIR Res Protoc 2026;15:e91392

DOI: 10.2196/91392

PMID: 42172638

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