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用于远程血压监测的可定制网络仪表盘的开发:可行性与可用性实施研究

Development of a Customizable Web-Based Dashboard for Remote Blood Pressure Monitoring: Feasibility and Usability Implementation Study.

作者信息

Wollen Joshua, Nguyen Thuy, Coton Charles, DeWildt Gina, Cooksey Gabretta, Cohen Audrey, Hoang Nicholas, Okpala Munachi, Gonzalez Michael, Wang Mengxi, Izeogu Chigozirim, Bernstam Elmer, Green Charles, Savitz Sean, Yamal Jose-Miguel, Sharrief Anjail

机构信息

Department of Pharmacy Practice and Translational Research, College of Pharmacy, University of Houston, Houston, TX, United States.

Department of Pharmacy, Texas Medical Center, Memorial Hermann-Texas Medical Center, Houston, TX, United States.

出版信息

JMIR Form Res. 2025 Aug 6;9:e62700. doi: 10.2196/62700.

Abstract

BACKGROUND

Effective blood pressure (BP) management is essential for several disease states, including secondary stroke prevention. Remote BP monitoring used in combination with an electronic data capture (EDC) system offers potential for improved BP control for patients. While such systems currently exist, there are many patient-, provider-, and system-specific challenges these systems currently do not address. In addition, such systems are rarely described transparently and comprehensively in the literature with enough detail to be reproduced by other clinicians.

OBJECTIVE

This study aims to describe the development and design of a web-based EDC system tailored for remote BP monitoring and management to overcome common patient-, provider-, and system-specific challenges.

METHODS

The EDC system was developed for use in the Video-based Intervention to Reduce Treatment and Outcome Disparities in Adults living with Stroke (VIRTUAL) and transient ischemic attack clinical trial, a randomized study involving adult stroke survivors receiving care for secondary stroke prevention. The EDC system supports remote monitoring using a BP monitor, which was specifically and methodically chosen for its suitability to the population. The EDC system integrates the data from the remote monitors into a web-based application, facilitating real-time monitoring for health care team intervention. The system includes a BP dashboard displaying time-series data, visual alerts, and email notifications for out-of-range readings. Proxy measures assessed system effectiveness in addressing patient-, provider-, and system-specific needs.

RESULTS

Seventeen BP monitors were evaluated, and the BlipcareBlip BP800 was selected based on its cellular connectivity, ergonomic design, and application programming interface compatibility. The EDC system successfully linked patient data to the dashboard, enabling real-time visualization of BP trends and provider alerts. A total of 97% (184/190) of participants in the intervention arm engaged in BP monitoring, averaging 1.2 readings per day. Clinicians actively used the system, with mean monthly logins ranging from 19 to 44 per provider. Alerts were triggered for 69% (131/190) of participants, primarily for systolic BP abnormalities. Data transmission delays were minimal, with a median time of 1.4 minutes from data collection to dashboard entry. Outlier alerts were efficiently processed, with an average notification time of 17.9 hours. The system demonstrated high functionality in addressing patient-, provider-, and system-specific needs, supporting effective BP monitoring and intervention delivery.

CONCLUSIONS

The VIRTUAL EDC system facilitates remote monitoring of BP in stroke survivors, offering a model for similar systems in clinical trials. Clinicians can analyze, track, and interpret monitored data in near real-time, remotely, which may enhance BP management approaches, particularly in communities with limited access to care. This approach has the potential to improve hypertension management for patients and clinicians when standard data transparency is insufficient, standard monitor features are incompatible with the user, or when integrating a commercial dashboard may threaten electronic health record security.

摘要

背景

有效的血压(BP)管理对于多种疾病状态至关重要,包括二级卒中预防。将远程血压监测与电子数据采集(EDC)系统结合使用,为改善患者的血压控制提供了潜力。虽然目前已有此类系统,但这些系统目前并未解决许多患者、提供者和系统特定的挑战。此外,此类系统在文献中很少被透明且全面地描述,缺乏足够细节以供其他临床医生复制。

目的

本研究旨在描述一种为远程血压监测和管理量身定制的基于网络的EDC系统的开发和设计,以克服常见的患者、提供者和系统特定挑战。

方法

该EDC系统是为“基于视频的干预以减少成人卒中患者治疗和结局差异(VIRTUAL)”及短暂性脑缺血发作临床试验而开发的,这是一项随机研究,涉及接受二级卒中预防护理的成年卒中幸存者。该EDC系统支持使用血压监测仪进行远程监测,该监测仪因其适合该人群而被特意且系统地挑选。EDC系统将来自远程监测仪的数据集成到基于网络的应用程序中,便于医疗团队进行实时监测以进行干预。该系统包括一个血压仪表盘,可显示时间序列数据、视觉警报以及异常读数的电子邮件通知。代理指标评估了系统在满足患者、提供者和系统特定需求方面的有效性。

结果

评估了17款血压监测仪,基于其蜂窝连接性、人体工程学设计和应用程序编程接口兼容性,选择了BlipcareBlip BP800。EDC系统成功将患者数据链接到仪表盘,实现了血压趋势的实时可视化和提供者警报。干预组中共有97%(184/190)的参与者进行了血压监测,平均每天1.2次读数。临床医生积极使用该系统,每位提供者的平均每月登录次数为19至44次。69%(131/190)的参与者触发了警报,主要是由于收缩压异常。数据传输延迟极小,从数据收集到仪表盘录入的中位时间为1.4分钟。异常值警报得到有效处理,平均通知时间为17.9小时。该系统在满足患者、提供者和系统特定需求方面表现出高功能性,支持有效的血压监测和干预实施。

结论

VIRTUAL EDC系统有助于对卒中幸存者进行远程血压监测,为临床试验中的类似系统提供了一个模型。临床医生可以近乎实时地远程分析、跟踪和解释监测数据,这可能会增强血压管理方法,特别是在医疗服务获取有限的社区。当标准数据透明度不足、标准监测功能与用户不兼容或集成商业仪表盘可能威胁电子健康记录安全时,这种方法有可能改善患者和临床医生的高血压管理。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2c73/12327963/a364467fa462/formative-v9-e62700-g001.jpg

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