Development of a Patient-Facing Clinical Decision Support Application for Hypertension.

IF 2.2 2区 医学 Q4 MEDICAL INFORMATICS
Applied Clinical Informatics Pub Date : 2025-08-01 Epub Date: 2025-09-08 DOI:10.1055/a-2697-2107
Michelle Bobo, Shannon M Canfield, Victoria Shaffer, Matt Storer, LeAnn Michaels, Amy Yates, Abigail J Rolbiecki, Richelle Koopman, David Dorr
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引用次数: 0

Abstract

Hypertension is a chronic condition defined by persistent high blood pressure (BP) that contribute to significant morbidity and mortality. Evidence-based clinical guidelines provide recommendations for the diagnosis and management of hypertension. These recommendations are frequently incorporated into clinical decision support (CDS) tools used by clinicians. CDS tools can also be oriented toward patients but careful attention to the development process is required to make a useful, usable, and engaging digital health intervention.We sought to design, develop, and optimize a patient-facing CDS application for hypertension, which emphasizes home-based monitoring and collaboration with the health care team around treatment goals.We conducted an iterative, user-centered design process to develop the application. First, we identified user needs, key components, and the technological platform. Then, we developed the integrated application and performed extensive testing to validate and optimize performance and usefulness. After identifying issues in the testing processes, we performed an additional round of optimization development.We have completed development of the COACH (Collaborative Approach to Controlling High Blood Pressure) web application using JAVA and SMART on FHIR technologies with a focus on interoperability. The COACH application supports home-based BP monitoring and provides evidence-based, patient-centered CDS incorporating education, counseling, and treatment recommendations. Early results showed that we were able to increase usability, address data quality concerns, and demonstrate improved BP control in a pilot study.Extensive preparatory research and user-centered design processes enabled the successful development of a novel tool for enabling management of high BP. The tool uses data from the patient's medical record and ambulatory BP monitoring to provide patient-centered CDS recommendations. We are now evaluating the tool through a multisite clinical trial.

开发面向患者的高血压临床决策支持应用。
背景高血压是一种慢性疾病,由持续的高血压(BP)定义,导致显著的健康影响。循证临床指南为高血压的诊断和治疗提供建议。这些建议经常被纳入临床医生使用的临床决策支持(CDS)系统。CDS工具也可以面向患者,但需要仔细关注开发过程,以制定有用、可用和引人入胜的数字卫生干预措施。我们试图设计、开发并优化一款面向高血压患者的临床决策支持应用程序,该应用程序强调以家庭为基础的监测和围绕治疗目标的协作。方法采用迭代的、以用户为中心的设计流程来开发应用程序。首先,我们确定了用户需求、关键组件和技术平台。然后我们开发了集成的应用程序,并进行了广泛的测试,以验证和优化性能和有用性。在确定测试过程中的问题之后,我们执行了另一轮优化开发。结果基于FHIR技术,利用JAVA和SMART完成了COACH (Collaborative Approach to control High Blood Pressure) web应用程序的开发。COACH应用程序支持基于家庭的血压监测,并提供循证、以患者为中心的临床决策支持;包括教育、咨询和治疗建议。早期结果表明,我们能够提高可用性,解决数据质量问题,并在试点研究中证明改善了血压控制。广泛的前期研究和以用户为中心的设计过程使一种新的高血压管理工具的成功开发成为可能。该工具使用来自患者医疗记录和动态血压监测的数据来提供以患者为中心的临床决策支持建议。我们现在正在通过一项多地点临床试验对该工具进行评估。
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来源期刊
Applied Clinical Informatics
Applied Clinical Informatics MEDICAL INFORMATICS-
CiteScore
4.60
自引率
24.10%
发文量
132
期刊介绍: ACI is the third Schattauer journal dealing with biomedical and health informatics. It perfectly complements our other journals Öffnet internen Link im aktuellen FensterMethods of Information in Medicine and the Öffnet internen Link im aktuellen FensterYearbook of Medical Informatics. The Yearbook of Medical Informatics being the “Milestone” or state-of-the-art journal and Methods of Information in Medicine being the “Science and Research” journal of IMIA, ACI intends to be the “Practical” journal of IMIA.
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