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Wireless Physiologic Monitoring in Postpartum Women

Wireless Physiologic Monitoring in Postpartum Women

Status
Completed
Phases
Unknown
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT04060667
Acronym
WIMS
Enrollment
3191
Registered
2019-08-19
Start date
2020-01-21
Completion date
2024-12-31
Last updated
2026-07-23

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Maternal Death During Childbirth, Pregnancy Complications

Keywords

vital sign monitoring, maternal near miss, maternal mortality, maternal morbidity, physiologic monitoring, quality of care, inpatient monitoring

Brief summary

To estimate the clinical effectiveness of wireless physiologic monitoring of women in the first 24 hours after cesarean delivery at Mbarara Regional Referral Hospital

Detailed description

Women in sub-Saharan Africa have the highest rates of morbidity and mortality during childbirth. Despite significant increases in facility-based childbirth, quality gaps at the facility have limited reductions in maternal deaths. Infrequent monitoring of women around childbirth is a major gap in care that leads to delays in life-saving interventions. Simple increases in staffing will not overcome this gap, thus necessitating new strategies. This project aims to use a simple wireless monitor to improve the detection of complications immediately after childbirth and allow clinicians to provide life-saving interventions when needed. Using a hybrid clinical effectiveness-implementation approach women delivered by cesarean in Mbarara, Uganda will be recruited to wear a wireless physiologic monitor for 24 hours after delivery and their delivering obstetricians recruited to use the monitoring system, including the receipt of text message alerts should women develop abnormalities in physiologic signs. Rates of morbidity and mortality will be compared with a control group of women delivered by the same obstetricians. Clinical adoption and implementation will be assessed with the RE-AIM implementation framework and semi-structured interviews.

Interventions

The intervention in this study is the use of a wireless monitor to perform physiologic monitoring of women undergoing emergency cesarean delivery for the first 24 hours after completion of the cesarean and send alerts to responding clinicians should vital signs fall out of a pre-specified range.

Sponsors

Massachusetts General Hospital
Lead SponsorOTHER
Mbarara University of Science and Technology
CollaboratorOTHER
Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD)
CollaboratorNIH

Study design

Allocation
NON_RANDOMIZED
Intervention model
PARALLEL
Primary purpose
HEALTH_SERVICES_RESEARCH
Masking
NONE

Intervention model description

describe time blocks, include description of time allotment

Eligibility

Sex/Gender
ALL
Age
18 Years to No maximum
Healthy volunteers
Yes

Inclusion criteria

* Emergency cesarean delivery at MRRH * Able to provide consent or have a guardian/attendant present who can consent * Willing to wear the biosensor for 24 hours * Willing remain in the postpartum unit for 24 hours

Exclusion criteria

* Admitted to ICU directly after delivery * Allergies or hypersensitivity to device materials

Design outcomes

Primary

MeasureTime frameDescription
Severe Maternal OutcomeFrom completion of the cesarean delivery until hospital discharge from the procedure, an average of 3 daysThe primary effectiveness outcome was a composite measure of severe maternal morbidity (SMM) measured from enrollment until hospital discharge This composite measure is adapted from World Health Organization (WHO) near-miss morbidity criteria, as well as other severe maternal outcomes, including hysterectomy, cardiac arrest, prolonged unconsciousness, stroke, dialysis, intensive care admission, and death.

Countries

Uganda

Contacts

PRINCIPAL_INVESTIGATORAdeline A Boatin, MD MPH

MGH

Participant flow

Pre-assignment details

This is a study in which a single health facility was assigned to alternating two-week "intervention" and "control" periods. During the intervention periods, participants were consented, and received the study intervention. During the control periods, participants received standard of care and medical record review only was performed. Consent was waived for participants in the control periods.

Participants by arm

ArmCount
Intervention
Wireless physiologic monitoring: The intervention in this study is the use of a wireless monitor to perform physiologic monitoring of women undergoing emergency cesarean delivery for the first 24 hours after completion of the cesarean and send alerts to responding clinicians should vital signs fall out of a pre-specified range.
1,552
Control
Standard of Care monitoring
1,629
Total3,181

Baseline characteristics

CharacteristicInterventionControlTotal
Age, Categorical
<=18 years
0 Participants0 Participants0 Participants
Age, Categorical
>=65 years
0 Participants0 Participants0 Participants
Age, Categorical
Between 18 and 65 years
1552 Participants1629 Participants3181 Participants
Age, Continuous26.0 years
STANDARD_DEVIATION 5.4
26.6 years
STANDARD_DEVIATION 5.8
26.3 years
STANDARD_DEVIATION 5.6
Gestational Age39.1 completed weeks of gestation
STANDARD_DEVIATION 2.5
39.2 completed weeks of gestation
STANDARD_DEVIATION 2.5
39.1 completed weeks of gestation
STANDARD_DEVIATION 2.5
Parity2.2 number of pregnancies
STANDARD_DEVIATION 1.6
2.2 number of pregnancies
STANDARD_DEVIATION 1.5
2.2 number of pregnancies
STANDARD_DEVIATION 1.5
Race and Ethnicity Not Collected0 Participants
Sex: Female, Male
Female
1552 Participants1629 Participants3181 Participants
Sex: Female, Male
Male
0 Participants0 Participants0 Participants

Adverse events

Event typeEG000
affected / at risk
EG001
affected / at risk
deaths
Total, all-cause mortality
3 / 1,5521 / 1,629
other
Total, other adverse events
0 / 1,5520 / 1,629
serious
Total, serious adverse events
6 / 1,55212 / 1,629

Outcome results

Primary

Severe Maternal Outcome

The primary effectiveness outcome was a composite measure of severe maternal morbidity (SMM) measured from enrollment until hospital discharge This composite measure is adapted from World Health Organization (WHO) near-miss morbidity criteria, as well as other severe maternal outcomes, including hysterectomy, cardiac arrest, prolonged unconsciousness, stroke, dialysis, intensive care admission, and death.

Time frame: From completion of the cesarean delivery until hospital discharge from the procedure, an average of 3 days

Population: Analysis was restricted to participants consenting for participation (intervention group) or with completed medical record review (control group)

ArmMeasureValue (NUMBER)
InterventionSevere Maternal Outcome25 participants
ControlSevere Maternal Outcome25 participants

Source: ClinicalTrials.gov · Data processed: Jul 24, 2026