Digital Solutions to Reduce Maternal Morbidity and Mortality in Pregnant Refugee Women
试验速览
- 阶段
- 不适用
- 状态
- 招募中
- 入组人数
- 75
- 试验地点
- 2
- 主要终点
- Digital Sensitivity for detecting gestational hypertension (HTN)
研究概览
简要总结
The goal of this observational study is to use digital health tracking to improve how high blood pressure and other health issues are detected in pregnant refugee women. The main questions this study aims to answer are are:
- Can a digital monitoring system that checks for high blood pressure in these women be tested and refined, using clinical training and validation?
- Can this digital monitoring system accurately track any related pregnancy health issues and be used to refer participants to care providers?
- Can this system be used to accurately identify risks associated with the contraction of pregnancy-related conditions, such as preeclampsia and high blood pressure?
Participants will:
- Complete baseline and follow-up in-person appointments;
- Complete surveys at these appointment that track their health, stress levels, and comorbidities/risks associated with pregnancy;
- Be given a smartwatch fitness tracker and electronic blood pressure cuffs for at-home measurements.
详细描述
The objective of this application, funded by the National Academy of Medicine Catalyst Award, is to maximize the performance of a digital cardiovascular monitoring system to detect gestational hypertension in pregnant refugee women. The central hypothesis is that the application of these digital health technologies will be able to diagnose gestational hypertension in refugee mothers with 85% sensitivity as compared to the gold standard (clinical diagnosis). The rationale for this investigation is to improve the diagnosis of hypertension in refugee mothers, leading to targeted treatment.
This study's primary objective is to maximize the performance of digital health monitoring systems to detect gestational hypertension through system training and validation. The investigators aim to do this by utilizing technologies such as smartwatches and electronic blood pressure monitors to track health data throughout enrollment. Tracking this health data will also allow study investigators to track several other comorbid conditions in refugee mothers. This collection will take place over 24 months to train and validate this digital system. The performance of the prediction models will be assessed using two measures: Receiver Operating Characteristic (ROC) curve analysis, which evaluates the model's discrimination ability between disease states; and the Integrated Brier Score (cumulative mean squared error over time) will provide data on the model's predictive accuracy and reliability.
The secondary objectives of this study are to document comorbid illness and stress, assess the program's ability to make successful referrals, and connect the study population with healthcare providers for primary care visits. This will be completed by digital health tracking and the retention of contact with the participants throughout the duration of their enrollment.
研究设计
- 研究类型
- Observational
- 观察模型
- Cohort
- 时间视角
- Prospective
入排标准
- 年龄范围
- 18 Years 至 —（Adult, Older Adult）
- 性别
- Female
- 接受健康志愿者
- 是
入选标准
- •Refugee, asylum seeking, or asylee as designated by the U.S. Government
- •Greater than or equal to 18 years of age
- •Has a personal smartphone
排除标准
- •Unable to provide informed consent
- •Determined by the PI to be in an extremely vulnerable position and therefore not suited for research participation
- •Planned move from the New York City (NYC) area within the next 24 months
研究组 & 干预措施
Pregnant Refugees
Participants will complete validated questionnaires, regular blood pressure measurements, pain and trauma assessments, and clinical monitoring during this study.
干预措施: Nokia-Withings BPM Connect Blood Pressure Monitor (Device)
Pregnant Refugees
Participants will complete validated questionnaires, regular blood pressure measurements, pain and trauma assessments, and clinical monitoring during this study.
干预措施: Smartwatch Devices (Device)
结局指标
主要结局
Digital Sensitivity for detecting gestational hypertension (HTN)
时间窗: 13 months [maximum duration of enrollment]
The diagnostic accuracy of the digital blood pressure cuffs will be compared to the measurements taken during in-person visits.
次要结局
- Number of Participants that Complete All Surveys Between Appointments(13 months [maximum duration of enrollment])
- Number of Participants That Complete All Surveys at the Baseline Appointment(13 months [maximum duration of enrollment])
- Number of Participants Referred to Physicians/Care that do not have a designated provider(13 months [maximum duration of enrollment])
- Number of Participants With No Comorbid Pain as Assessed by BPI-SF(13 months [maximum duration of enrollment])
- Number of Participants With Mild Comorbid Pain as Assessed by BPI-SF(13 months [maximum duration of enrollment])
- Number of Participants With Moderate Comorbid Pain as Assessed by BPI-SF(13 months [maximum duration of enrollment])
- Number of Participants With Severe Comorbid Pain as Assessed by BPI-SF(13 months [maximum duration of enrollment])
- Number of Participants with Low Comorbid Stress as Assessed by the PSS(13 months [maximum duration of enrollment])
- Number of Participants with Moderate Comorbid Stress as Assessed by the PSS(13 months [maximum duration of enrollment])
- Number of Participants with High Comorbid Stress as Assessed by the PSS(13 months [maximum duration of enrollment])
- Number of Participants with Comorbid Stress as Assessed by the SOIS(13 months [maximum duration of enrollment])
- Number of Participants Who Score Positive for PTSD Symptoms on the HTQ(13 months [maximum duration of enrollment])
- Number of Participants Who Score Positive for Anxiety on the HSCL(13 months [maximum duration of enrollment])
- Number of Participants Who Score Positive for Depression on the HSCL(13 months [maximum duration of enrollment])
- Number of Participants with Cardiovascular Risk Factors and Disease as Assessed by the WHO Rose Angina Questionnaire.(13 months [maximum duration of enrollment])
- Number of Participants with Low Cardiovascular Risk Factors and Disease as Assessed by the AHA Atherosclerotic Cardiovascular Disease Pooled Cohort Equation(13 months [maximum duration of enrollment])
- Number of Participants with Borderline Cardiovascular Risk Factors and Disease as Assessed by the AHA Atherosclerotic Cardiovascular Disease Pooled Cohort Equation(13 months [maximum duration of enrollment])
- Number of Participants with Intermediate Cardiovascular Risk Factors and Disease as Assessed by the AHA Atherosclerotic Cardiovascular Disease Pooled Cohort Equation(13 months [maximum duration of enrollment])
- Number of Participants with High Cardiovascular Risk Factors and Disease as Assessed by the AHA Atherosclerotic Cardiovascular Disease Pooled Cohort Equation(13 months [maximum duration of enrollment])
- Number of Participants with Cardiovascular Risk Factors and Disease as Assessed by the QVSFS(13 months [maximum duration of enrollment])