Observational studyArchives of gynecology and obstetrics2023
Wearable technology for health monitoring during pregnancy: an observational cross-sectional survey study.
Observational study in Archives of gynecology and obstetrics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
14 citing papers in PubMed, 24 citations in OpenAlex.
- Preferences and Willingness to Pay for Smart Bracelets Among Chinese Pregnant and Postpartum Women: Discrete Choice Experiment.Journal of medical Internet research · 2026Article
- Usability and Acceptance of Non-Functional Wearable Prototypes for Maternal Health: A Parallel-Group Pilot Study.Healthcare (Basel, Switzerland) · 2026Article
- Heart Rate Variability Patterns Reflect Yoga Intervention in Chronically Stressed Pregnant Women: A Quasi-Randomized Controlled Trial.Bioengineering (Basel, Switzerland) · 2025Article
- Advancing Mental Health Care: A Comprehensive Review of Digital Tools and Technologies for Enhancing Diagnosis, Treatment, and Wellness.Health care science · 2025Review
- Consumer insights from a feasibility study on remote and extended use of a novel non-invasive wearable fetal electrocardiogram monitor.NPJ digital medicine · 2025Article
- Wearable Sensors, Data Processing, and Artificial Intelligence in Pregnancy Monitoring: A Review.Sensors (Basel, Switzerland) · 2024Review
- Biometrics of complete human pregnancy recorded by wearable devices.NPJ digital medicine · 2024Article
- Feasibility and acceptability of measuring prenatal stress in daily life using smartphone-based ecological momentary assessment and wearable physiological monitors.Journal of behavioral medicine · 2024Article
- Feasibility of continuous smart health monitoring in pregnant population: A mixed-method approach.PLOS digital health · 2024Article
- Mitigating Health-Related Uncertainties During Pregnancy: The Role of Smart Health Monitoring Technologies.Journal of medical Internet research · 2024Article
- Wearable-derived maternal heart rate variability as a novel digital biomarker of preterm birth.PloS one · 2024Article
- Maternal-fetal stress and DNA methylation signatures in neonatal saliva: an epigenome-wide association study.Clinical epigenetics · 2022Article
- Heart Rate as a Non-Invasive Biomarker of Inflammation: Implications for Digital Health.Frontiers in immunology · 2022Article
- Using smart devices for prenatal care: Assessing the willingness among women with pregnancy-related anxiety.Digital healthArticle
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposeTo evaluate how women of child-bearing age perceive the use of remote fetal ECG monitoring technologies. Telemedicine has advanced to the forefront of healthcare delivery, including maternal-fetal medicine. Smart wearable electrocardiogram (ECG) devices can enable pregnant women to monitor their health and that of their fetuses. Such technology would be a logical extension of the telemedicine ecosystem.
methodsWe conducted an observational cross-sectional study via online surveying in the United States. Study participants were recruited using the SurveyMonkey Audience Polling system and responded virtually. In all, the sample consisted of 507 women, aged 18-45 from 45 states, who are expecting to become pregnant in the next five years. Women were asked to identify their willingness to use a wearable ECG device the size of a patch-sized large band-aid on their abdomen. Ten binary or multiple-choice questions were used to gauge population interest and related demographics toward the usage of a wearable ECG device.
resultsOf the 507 participants, 461 (91%) women expressed an acceptance of wearable ECG technology throughout the pregnancy as a mechanism for increased frequency of monitoring of maternal and fetal health outside the hospital. 395 (78%) women demonstrated a willingness to wear devices day and night or at least during sleep and 213 (42%) of the women would spend up to $200 on such a device.
conclusionEven though conducted prior to the COVID-19 pandemic, this study clearly indicates a high degree of readiness of prospective pregnant women for telemedicine with continuous health monitoring of the mother-fetus dyad.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.