Evidence map›Paper›PMID 41707183›Full record

ArticleJMIR human factors2026

Evaluating a Smartphone App to Monitor Blood Pressure in Normotensive Pregnancies, High-Risk Pregnancies, and Women With Preeclampsia: Prospective Longitudinal Feasibility Study.

Maria E Andersson, Christine Rubertsson, Elia Psouni, Lena Erlandsson, Camilla Edvinsson, Stefan R Hansson

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Article in JMIR human factors, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Maria E AnderssonDepartment of Obstetrics and Gynecology, Skane University Hospital, Institution of Clinical Sciences L, Lund University, BMC l:12, Lund, 22184, Sweden, +46 46 17 25 07.ORCID 0000-0001-8785-7581
Christine RubertssonDepartment of Health Sciences, Skane University Hospital, Medical Faculty, Lund, Lund University, Lund, Sweden.ORCID 0000-0001-7416-6335
Elia PsouniDepartment of Psychology, Lund, Lund University, Lund, Sweden.ORCID 0000-0003-2758-5785
Lena ErlandssonDepartment of Obstetrics and Gynecology, Institution of Clinical Sciences Lund, Lund University, Lund, Skåne, Sweden.ORCID 0000-0003-4350-5909
Camilla EdvinssonDepartment of Obstetrics and Gynecology, Institution of Clinical Sciences Lund, Lund University, Lund, Skåne, Sweden.ORCID 0000-0002-0825-7260
Stefan R HanssonDepartment of Obstetrics and Gynecology, Skane University Hospital, Institution of Clinical Sciences L, Lund University, BMC l:12, Lund, 22184, Sweden, +46 46 17 25 07.ORCID 0000-0002-7838-9074

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Antenatal care has been crucial in reducing maternal mortality. Currently, screening programs of pregnant women include blood pressure (BP) measurements, urine protein tests, and the identification of risk factors. Home monitoring can enhance the early detection and management of pregnancy-related hypertension, while also empowering women to take an active role in their own health care. Objective: This study aimed to evaluate the reliability and accuracy of contactless BP monitoring using the Anura smartphone app and to compare it to conventional manual cuff measurements. This was done in normotensive and high-risk pregnancies, as well as in women diagnosed with preeclampsia. A secondary objective was to assess women's experience using the Anura app. Methods: Pregnant women with normotensive or high-risk pregnancies were enrolled from pregnancy weeks 8-14, and women with preeclampsia were enrolled at the time of diagnosis. The 3 study groups consisted of 132 women with normotensive pregnancies, 40 women with high-risk pregnancies, and 87 women with preeclampsia. They were instructed to use the Anura smartphone app and perform a 30-second facial scan, alongside manual BP measurements, throughout pregnancy. Differences between the 2 methods were analyzed with linear mixed models accounting for repeated measures, reporting beta coefficients with 95% CIs, stratified by patient group and trimester. Outliers were detected visually in the Bland-Altman plots. A digital survey was answered in the Anura app at gestational weeks 37-39, about their experiences using the Anura app. Results: A total of 4932 BP measurements were recorded with Anura, of which 539 had corresponding manual measurements. In normotensive pregnancies, Anura consistently showed slightly higher diastolic values (approximately 5-7 mm Hg) and lower systolic values, with significant differences in the second and third trimesters. In high-risk pregnancies, both the systolic and diastolic BP were generally lower with Anura, especially in the second and third trimesters, while women with preeclampsia showed the largest differences, with Anura clearly showing lower systolic and diastolic values. Bland-Altman analyses confirmed these patterns and showed increasing variability and wider limits of agreement in the high-risk pregnancies with preeclampsia. Of 172 women with normotensive and high-risk pregnancies, 56 (32.5%) evaluated their experiences that were predominantly positive, with high perceived safety, better control, and a feeling of increased responsibility for their own health. Some experienced the measurement as somewhat uncomfortable. Conclusions: The Anura app is well accepted by pregnant women and supported them to take an active role in their own health care. Agreement with manual BP measurements was acceptable in normotensive pregnancies but lower in high-risk and preeclamptic pregnancies. These findings indicate potential for Anura as a complementary self-monitoring tool. Further development is needed to improve the app's accuracy in high-risk groups before broader implementation can be recommended.

Indexed as

Blood PressureBlood Pressure DeterminationBlood Pressure Monitoring, AmbulatoryMobile ApplicationsPre-EclampsiaPregnancy, High-RiskSmartphoneAdultFeasibility StudiesFemaleHumansLongitudinal StudiesPregnancyProspective StudiesRemote Patient MonitoringReproducibility of Resultsblood pressureexperiencesmobile telephonepreeclampsiapregnancyself blood pressure monitoring

Identifiers

PMID41707183
PMCPMC12916089

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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 OpenQuestion graph.