ArticleBMC medical informatics and decision making2020
Home blood pressure data visualization for the management of hypertension: designing for patient and physician information needs.
Article in BMC medical informatics and decision making, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 1 of them a synthesis that pooled it.
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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
24 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Perspectives and Experiences of Self-monitoring of Blood Pressure Among Patients With Hypertension: A Systematic Review of Qualitative Studies.American journal of hypertension · 2023Pooled it
- Feasibility and acceptability of an online mental health intervention for pregnant women and their partners: a mixed method study with a pilot randomized control trial.BMC pregnancy and childbirth · 2023Trial
- Designing a usable clinician report for home blood pressure monitoring in pregnancy: a mixed methods study.American journal of hypertension · 2026Article
- The effect of adding visual summaries to data visualizations on patient judgments of hypertension control.JAMIA open · 2026Article
- Development of a Customizable Web-Based Dashboard for Remote Blood Pressure Monitoring: Feasibility and Usability Implementation Study.JMIR formative research · 2025Article
- "Everyone Has a Role in This": Evaluating Organizational Readiness for a Digital Solution to Support Hypertension Care Teams and Patients.Applied clinical informatics · 2025Article
- Development of a Patient-Facing Clinical Decision Support Application for Hypertension.Applied clinical informatics · 2025Article
- The Impact of an Enhanced Data Visualization Tool for Hypertension in the Electronic Health Record on Physician Judgments About Hypertension Control.Journal of general internal medicine · 2025Article
- Controversy in Hypertension: Pro-Side of the Argument Using Artificial Intelligence for Hypertension Diagnosis and Management.Hypertension (Dallas, Tex. : 1979) · 2025Review
- Cocreating the Visualization of Digital Mobility Outcomes: Delphi-Type Process With Patients.JMIR formative research · 2025Article
- Using RE-AIM to inform the adaptation of a clinical decision support application for hypertension disorders of pregnancy: a qualitative study of provider perspectives.BMC pregnancy and childbirth · 2025Article
- How can patients shape digital medicine? A rapid review of patient and public involvement and engagement in the development of digital health technologies for neurological conditions.Expert review of pharmacoeconomics & outcomes research · 2025Review
- Patterns of symptom deterioration can support multimorbidity management in COPD: Perspectives of patients and healthcare professionals.PloS one · 2025Article
- Development of a personal health management system integrating digital twin technology and smart wearables in China.Frontiers in public health · 2025Article
- Facilitators and Barriers to Integrating Patient-Generated Blood Pressure Data into Primary Care EHR Workflows.Applied clinical informatics · 2024Article
- Patient-centered clinical decision support challenges and opportunities identified from workflow execution models.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- Study protocol: Collaboration Oriented Approach to Controlling High blood pressure (COACH) in adults - a randomised controlled trial.BMJ open · 2024Article
- Defining and Improving Outcomes Measurement for Virtual Care: Report from the VHA State-of-the-Art Conference on Virtual Care.Journal of general internal medicine · 2024Review
- Exploring primary care physicians' challenges in using home blood pressure monitoring to manage hypertension in Singapore: a qualitative study.Frontiers in medicine · 2024Article
- Visualization of Patient-Generated Health Data: A Scoping Review of Dashboard Designs.Applied clinical informatics · 2023Article
Corrections and comments
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Authors and funding
11 authors.
Funding
Abstract
backgroundNearly half of US adults with diagnosed hypertension have uncontrolled blood pressure. Clinical inertia may contribute, including patient-physician uncertainty about how variability in blood pressures impacts overall control. Better information display may support clinician-patient hypertension decision making through reduced cognitive load and improved situational awareness.
methodsA multidisciplinary team employed iterative user-centered design to create a blood pressure visualization EHR prototype that included patient-generated blood pressure data. An attitude and behavior survey and 10 focus groups with patients (N = 16) and physicians (N = 24) guided iterative design and confirmation phases. Thematic analysis of qualitative data yielded insights into patient and physician needs for hypertension management.
resultsMost patients indicated measuring home blood pressure, only half share data with physicians. When receiving home blood pressure data, 88% of physicians indicated entering gestalt averages as text into clinical notes. Qualitative findings suggest that including a data visualization that included home blood pressures brought this valued data into physician workflow and decision-making processes. Data visualization helps both patients and physicians to have a fuller understanding of the blood pressure 'story' and ultimately promotes the activated engaged patient and prepared proactive physician central to the Chronic Care Model. Both patients and physicians expressed concerns about workflow for entering and using home blood pressure data for clinical care.
conclusionsOur user-centered design process with physicians and patients produced a well-received blood pressure visualization prototype that includes home blood pressures and addresses patient-physician information needs. Next steps include evaluating a recent EHR visualization implementation, designing annotation functions aligned with users' needs, and addressing additional stakeholders' needs (nurses, care managers, caregivers). This significant innovation has potential to improve quality of care for hypertension through better patient-physician understanding of control and goals. It also has the potential to enable remote monitoring of patient blood pressure, a newly reimbursed activity, and is a strong addition to telehealth efforts.
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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 OpenQuestion graph.