Evidence mapPaperPMID 38353950Full record

SynthesisJAMA network open2024

Digital Health Interventions for Hypertension Management in US Populations Experiencing Health Disparities: A Systematic Review and Meta-Analysis.

Miriam E Katz, Reed Mszar, Alyssa A Grimshaw, Craig G Gunderson, Oyere K Onuma, Yuan Lu, Erica S Spatz

Registry-linked trialOpen access · goldAbstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07397260 (Effects of Manually Recorded or Automatically Transmitted Home Blood Pressures With or Without Automated Patient Feedback on Hypertension Care), which is not on this map. Cited by 76 papers, 8 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
76citing papers in PubMed, 8 pooled it
37.0field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

NCT07397260 naenrolling by invitationnot on this mapstarted 2026, after this paper: background citation

Effects of Manually Recorded or Automatically Transmitted Home Blood Pressures With or Without Automated Patient Feedback on Hypertension Care

TypeinterventionalSponsorNorthwestern UniversityRan2026 to 2028Enrolled1,304ConditionsHypertension (HTN)ArmsSelf report of home measured blood pressure via patient EHR portal, Automated feedback about home blood pressure results, Automated Transmission of Remotely Measured Blood Pressure
3 · Its place in the literature

Who cites it

76 citing papers in PubMed, 8 syntheses or guidelines pooled it, 92 citations in OpenAlex.

  1. Pooled it
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  9. Phone-based telemonitoring of arterial hypertension versus usual care: the HOROSCOPE study.Hypertension research : official journal of the Japanese Society of Hypertension · 2025
    Trial
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  13. A Scoping Review of the Mechanisms Influencing Socioeconomic Disparities in Outcomes of Digital Interventions for Weight-Related Behaviors.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026
    Article
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16 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 3 institutions in 1 country.

Miriam E KatzNew York Medical College School of Medicine, Valhalla.
Reed MszarDepartment of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut.
Alyssa A GrimshawHarvey Cushing/John Hay Whitney Medical Library, Yale University, New Haven, Connecticut.
Craig G GundersonDepartment of Medicine, Yale School of Medicine, New Haven, Connecticut.
Oyere K OnumaDivision of Cardiology, Massachusetts General Hospital, Boston.
Yuan LuSection of Cardiovascular Medicine, Yale School of Medicine, New Haven, Connecticut.
Erica S SpatzDepartment of Medicine, Yale School of Medicine, New Haven, Connecticut.
Yale University · USMassachusetts General Hospital · USNew York Medical College · US

Funding

Yale Clinical and Translational Science AwardUL1TR001863 · YALE UNIVERSITY · 2025 to 2025
$9.9M
Real-world Evidence to Inform Decisions for Hypertension Treatment EscalationR01HL169954 · YALE UNIVERSITY · 2025 to 2025
$644k
NCATS NIH HHS UL1 TR001863NHLBI NIH HHS R01 HL169954
6 · The paper itself

Abstract

Importance: Hypertension remains a leading factor associated with cardiovascular disease, and demographic and socioeconomic disparities in blood pressure (BP) control persist. While advances in digital health technologies have increased individuals' access to care for hypertension, few studies have analyzed the use of digital health interventions in vulnerable populations. Objective: To assess the association between digital health interventions and changes in BP and to characterize tailored strategies for populations experiencing health disparities. Data Sources: In this systematic review and meta-analysis, a systematic search identified studies evaluating digital health interventions for BP management in the Cochrane Library, Ovid Embase, Google Scholar, Ovid MEDLINE, PubMed, Scopus, and Web of Science databases from inception until October 30, 2023. Study Selection: Included studies were randomized clinical trials or cohort studies that investigated digital health interventions for managing hypertension in adults; presented change in systolic BP (SBP) or baseline and follow-up SBP levels; and emphasized social determinants of health and/or health disparities, including a focus on marginalized populations that have historically been underserved or digital health interventions that were culturally or linguistically tailored to a population with health disparities. The study followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guideline. Data Extraction and Synthesis: Two reviewers extracted and verified data. Mean differences in BP between treatment and control groups were analyzed using a random-effects model. Main Outcomes and Measures: Primary outcomes included mean differences (95% CIs) in SBP and diastolic BP (DBP) from baseline to 6 and 12 months of follow-up between digital health intervention and control groups. Shorter- and longer-term follow-up durations were also assessed, and sensitivity analyses accounted for baseline BP levels. Results: A total of 28 studies (representing 8257 participants) were included (overall mean participant age, 57.4 years [range, 46-71 years]; 4962 [60.1%], female). Most studies examined multicomponent digital health interventions incorporating remote BP monitoring (18 [64.3%]), community health workers or skilled nurses (13 [46.4%]), and/or cultural tailoring (21 [75.0%]). Sociodemographic characteristics were similar between intervention and control groups. Between the intervention and control groups, there were statistically significant mean differences in SBP at 6 months (-4.24 mm Hg; 95% CI, -7.33 to -1.14 mm Hg; P = .01) and SBP changes at 12 months (-4.30 mm Hg; 95% CI, -8.38 to -0.23 mm Hg; P = .04). Few studies (4 [14.3%]) reported BP changes and hypertension control beyond 1 year. Conclusions and Relevance: In this systematic review and meta-analysis of digital health interventions for hypertension management in populations experiencing health disparities, BP reductions were greater in the intervention groups compared with the standard care groups. The findings suggest that tailored initiatives that leverage digital health may have the potential to advance equity in hypertension outcomes.

Indexed as

Digital HealthHypertensionTelemedicineFemaleHealthcare DisparitiesHumansMaleMiddle AgedUnited States

Identifiers

PMID38353950
PMCPMC10867699
OpenAlexW4391823396

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.