Development and Evaluation of a Mobile Decision Support System for Hypertension Management in the Primary Care Setting in Brazil: Mixed-Methods Field Study on Usability, Feasibility, and Utility
Open accessPublished version of a preprint
Abstract
BACKGROUND: Despite being an important cardiovascular risk factor, hypertension has low control levels worldwide. Computerized clinical decision support systems (CDSSs) might be effective in reducing blood pressure with a potential impact in reducing cardiovascular risk. OBJECTIVE: The goal of the research was to evaluate the feasibility, usability, and utility of a CDSS, TeleHAS (tele-hipertensão arterial sistêmica, or arterial hypertension system), in the care of patients with hypertension in the context of a primary care setting in a middle-income country. METHODS: The TeleHAS app consists of a platform integrating clinical and laboratory data on a particular patient, from which it performs cardiovascular risk calculation and provides evidence-based recommendations derived from Brazilian and international guidelines for the management of hypertension and cardiovascular risk. Ten family physicians from different primary care units in the city of Montes Claros, Brazil, were randomly selected to use the CDSS for the care of hypertensive patients for 6 months. After 3 and 6 months, the feasibility, usability, and utility of the CDSS in the routine care of the health team was evaluated through a standardized questionnaire and semistructured interviews. RESULTS: Throughout the study, clinicians registered 535 patients with hypertension, at an average of 1.24 consultations per patient. Women accounted for 80% (8/10) of participant doctors, median age was 31.5 years (interquartile range 27 to 59 years). As for feasibility, 100% of medical users claimed it was possible to use the app in the primary care setting, and for 80% (8/10) of them it was easy to incorporate its use into the daily routine and home visits. Nevertheless, 70% (7/10) of physicians claimed that the time taken to fill out the CDSS causes significant delays in service. Clinicians evaluated TeleHAS as good (8/10, 80% of users), with easy completion and friendly interface (10/10, 100%) and the potential to improve patients' treatment (10/10, 100%). A total of 90% (9/10) of physicians had access to new knowledge about cardiovascular risk and hypertension through the app recommendations and found it useful to promote prevention and optimize treatment. CONCLUSIONS: In this study, a CDSS developed to assist the management of patients with hypertension was feasible in the context of a primary health care setting in a middle-income country, with good user satisfaction and the potential to improve adherence to evidence-based practices.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Digital health designs that were integrated into existing healthcare model was a facilitator for successful uptake, and unintegrated digital health interventions that impose additional workload for primary healthcare providers is a barrier.
“Digital health designs that were integrated into existing healthcare model was a facilitator for successful uptake, and unintegrated digital health interventions that impose additional workload for primary healthcare providers is a barrier.”
From Digital health interventions for non-communicable disease management in primary health care in low-and middle-income countries (2023) · cites this paper as [70]
The mobilization of local communities with local capacity improvements is a facilitator to enhance the use of digital health tools, and lack of those could be a barrier.
“The mobilization of local communities with local capacity improvements is a facilitator to enhance the use of digital health tools, and lack of those could be a barrier.”
From Digital health interventions for non-communicable disease management in primary health care in low-and middle-income countries (2023) · cites this paper as [70]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
The citation lists haven’t been fetched yet
References 38 · Cited by 51
Research works printed but not linked: 1
- [30]Royal College of Physicians Hypertension: The Clinical Management of Primary Hypertension in Adults: Update of Clinical Guidelines 18 and 34 National Institute for Health and Clinical Excellence 2011 22855971 22855971
- Authors
- Silveira, D. V., Marcolino, M. S., Machado, E. L., Ferreira, C. G., Alkmim, M. B. M., Resende, E. S., Carvalho, B. C., Antunes, A. P., & Ribeiro, A. L. P.
- Affiliations
- Universidade Federal de Minas Gerais (BR)
- ORCID
- Venue
- JMIR mHealth and uHealth
- Publisher
- JMIR Publications Inc.
- Published
- 2019-03-25
- Volume
- 7
- Issue
- 3
- Pages
- e9869
- ISSN
- 2291-5222 (ISSN-L)
- PMC
- PMC6452279
- OpenAlex
- W2903837644
- Cited by
- 51
- References
- 38
- Citations by year
- 2026: 4 · 2025: 3 · 2024: 5 · 2023: 9 · 2022: 14 · 2021: 2 · 2020: 12 · 2019: 2
- FWCI
- 5.05
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- JMIR mhealth and uhealth (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Repository of Samara University (Samara National Research University) (submittedVersion, cc-by)
- Repository of Samara University (Samara National Research University) (submittedVersion)
- Funders
- Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
- Conselho Nacional de Desenvolvimento Científico e Tecnológico
- Financiadora de Estudos e Projetos
- Fundação de Amparo à Pesquisa do Estado de Minas Gerais
- Topics
- Health Sciences › Health Professions › Health Information Management › Electronic Health Records Systems
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Clinical practice guidelines implementation
- Keywords
- antihypertensive therapy, clinical decision support systems, mobile health apps, primary care, general practitioners, cardiovascular risk assessment, usability, feasibility, evidence-based recommendations, blood pressure control, middle-income countries, Brazil, Montes Claros, home visits, telemedicine, health information systems, implementation barriers, implementation facilitators, implementation research
- MeSH terms
- Self-Management, Adult, Brazil, Decision Support Techniques, Feasibility Studies, Female, Humans, Hypertension, Male, Middle Aged, Primary Health Care, Surveys and Questionnaires, Software Design, Technology Assessment, Biomedical, Mobile Applications
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review