Evidence map›Paper›PMID 37486745›Full record

ArticleJMIR human factors2023

Digitally Based Blood Pressure Self-Monitoring Program That Promotes Hypertension Self-Management and Health Education Among Patients With Low-Income: Usability Study.

Jacqueline Yareli Poblete, Natalie Lauren Vawter, Sydney Virginia Lewis, Earl Marc Felisme, Paloma Adriana Mohn, Jennifer Shea, Adam William Northrup, Jie Liu, Tala Al-Rousan, Job Gideon Godino

Abstract read
In one paragraph

Article in JMIR human factors, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Trial
  2. Support needs for chronic disease self-management among persons attending a Primary Health Care facility in Victor Khanye, Mpumalanga.South African family practice : official journal of the South African Academy of Family Practice/Primary Care · 2026
    Article
  3. Review
  4. Article
  5. Review
  6. Review
  7. Observational
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

10 authors.

Jacqueline Yareli PobleteLaura Rodriguez Research Institute, Family Health Centers of San Diego, San Diego, CA, United States.ORCID https://orcid.org/0000-0002-8596-0312
Natalie Lauren VawterLaura Rodriguez Research Institute, Family Health Centers of San Diego, San Diego, CA, United States.ORCID https://orcid.org/0000-0001-5251-2081
Sydney Virginia LewisLaura Rodriguez Research Institute, Family Health Centers of San Diego, San Diego, CA, United States.ORCID https://orcid.org/0000-0003-4489-3982
Earl Marc FelismeLaura Rodriguez Research Institute, Family Health Centers of San Diego, San Diego, CA, United States.ORCID https://orcid.org/0009-0003-5663-8767
Paloma Adriana MohnLaura Rodriguez Research Institute, Family Health Centers of San Diego, San Diego, CA, United States.ORCID https://orcid.org/0000-0003-0550-8447
Jennifer SheaLaura Rodriguez Research Institute, Family Health Centers of San Diego, San Diego, CA, United States.ORCID https://orcid.org/0009-0001-1404-0367
Adam William NorthrupLaura Rodriguez Research Institute, Family Health Centers of San Diego, San Diego, CA, United States.ORCID https://orcid.org/0000-0002-9877-333X
Jie LiuLaura Rodriguez Research Institute, Family Health Centers of San Diego, San Diego, CA, United States.ORCID https://orcid.org/0000-0002-8094-2318
Tala Al-RousanHerbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, San Diego, La Jolla, CA, United States.ORCID https://orcid.org/0000-0001-8274-924X
Job Gideon GodinoLaura Rodriguez Research Institute, Family Health Centers of San Diego, San Diego, CA, United States.ORCID https://orcid.org/0000-0002-4852-6277

Funding

Hypertension Self-management in Refugees Living in San DiegoK23HL148530 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI AL-ROUSAN, TALA · 2020 to 2024
$882k
NHLBI NIH HHS K23 HL148530
6 · The paper itself

Abstract

backgroundAccording to evidence-based clinical guidelines, adults with hypertension are advised to self-monitor their blood pressure (BP) twice daily. Self-measured BP monitoring is a recommended strategy for improving hypertension management.

objectiveWe aimed to determine the feasibility and acceptability of a digitally based BP self-monitoring program that promotes hypertension self-management and health education among low-income patients. We hypothesized that the program would be highly feasible and acceptable and that at least 50% of the patients would use the monitor at the rate required for the reimbursement of the device's cost (16 days of measurements in any 30-day period).

methodsWithings BPM Connect was deployed to patients at Family Health Centers of San Diego. Program elements included training, SMS text message reminders, and physician communication. Compliance, use, mean BP, and BP control status were calculated. A Kaplan-Meier time-to-event analysis was conducted to compare time to compliance between a strict definition (≥16 days in any rolling 30-day window) and a lenient definition (≥1 day per week for 4 consecutive weeks). A log-rank test was performed to determine whether the difference in time to compliance between the definitions was statistically significant. Mean systolic BP (SBP) and diastolic BP (DBP) before the intervention and after the intervention and mean change in SBP and DBP across patients were calculated. Paired sample t tests (2-tailed) were performed to assess the changes in SBP and DBP from before to after the intervention.

resultsA total of 179 patients received the monitors. The mean changes in SBP and DBP from before to after the intervention were +2.62 (SE 1.26) mm Hg and +3.31 (SE 0.71) mm Hg, respectively. There was a statistically significant increase in both SBP and DBP after the intervention compared with before the intervention (P=.04 and P<.001). At the first and last measurements, 37.5% (63/168) and 48.8% (82/168) of the patients had controlled BP, respectively. During the observation period, 83.3% (140/168) of the patients had at least 1 controlled BP measurement. Use decreased over time, with 53.6% (90/168) of the patients using their monitor at week 2 and only 25% (42/168) at week 11. Although only 25.6% (43/168) achieved the strict definition of compliance, 42.3% (71/168) achieved the lenient definition of compliance. The median time to compliance was 130 days for the strict definition and 95 days for the lenient definition. The log-rank test showed a statistically significant difference in time to compliance between the compliance definitions (P<.001). Only 26.8% (45/168) complied with the measurement rate that would result in device cost reimbursement.

conclusionsFew patients used the monitors at a rate that would result in reimbursement, raising financial feasibility concerns. Plans for sustaining costs among low-income patients need to be further evaluated.

Indexed as

blood pressuredigital healthhealth educationhypertensionremote patient monitoringself-measured blood pressure monitoring

Identifiers

PMID37486745
PMCPMC10407769

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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.