Personalized Digital Care Pathways Enable Enhanced Patient Management as Perceived by Health Care Professionals: Mixed-Methods Study.

IF 2.6 Q2 HEALTH CARE SCIENCES & SERVICES
JMIR Human Factors Pub Date : 2025-05-15 DOI:10.2196/68581
David Rodrigues, Clara Jasmins, Ricardo Ladeiras-Lopes, Luis Patrao, Eduardo Freire Rodrigues
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引用次数: 0

Abstract

Background: Clinical decision support systems are known to improve adherence to clinical practice guidelines and patient outcomes by providing clinicians with timely, accurate, and appropriate knowledge.

Objective: This study investigates the perceived usefulness and practical implementation of UpHill Route v3, a personalized digital care pathway (PDCP) system, in enhancing clinical decision-making and patient management across various clinical settings.

Methods: A mixed-methods retrospective study was conducted among medical doctors and nurses from four National Health System-Local Health Units in Portugal. Data were collected from May 2023 to April 2024. The primary data source was an anonymous questionnaire assessing health care professionals' perceptions of UpHill Route v3's usefulness using the Likert scale ranging from 0 (do not agree) to 10 (totally agree). Secondary analysis involved quantifying decisions across heart failure, multimorbidity, diabetes, and colorectal and breast cancer clinical pathways. These data were collected from user interactions with UpHill Route v3 as well as from its internal database. Descriptive and bivariate statistics were used to analyze the data.

Results: A total of 22 health care professionals with mean age 44.7 (SD 10.6) years, including 15 (68%) female participants and 9 (41%) physicians were included in the study. High ratings for adherence to clinical protocols, mean score 8.06 (SD 1.73); clinical decision support, mean score 8.05 (SD 1.73); patient care improvement, mean score 7.63 (SD 2.22); and confidence in patient management, mean score 8.26 (SD 1.56) were reported. Secondary analysis showed that across 3574 patients, 25,741 clinical decisions were informed, and 9254 actions were performed with the assistance of the PDCP tool.

Conclusions: The UpHill Route v3 PDCP tool is highly valued by health care professionals for its ability to support clinical decision-making and improve operational efficiency across various clinical settings. Our findings suggest that this tool can effectively bridge the gap between clinical guidelines and real-world practice.

个性化的数字护理途径能够增强医疗保健专业人员对患者的管理:混合方法研究。
背景:众所周知,临床决策支持系统可以通过向临床医生提供及时、准确和适当的知识来提高对临床实践指南的依从性和患者的预后。目的:本研究探讨个性化数字护理路径(PDCP)系统上山路线v3在各种临床环境中增强临床决策和患者管理的感知有用性和实际实施情况。方法:对来自葡萄牙四个国家卫生系统-地方卫生单位的医生和护士进行了一项混合方法回顾性研究。数据收集时间为2023年5月至2024年4月。主要数据来源是一份匿名问卷,使用李克特量表评估卫生保健专业人员对上坡路线v3有用性的看法,范围从0(不同意)到10(完全同意)。二级分析包括心衰、多病、糖尿病、结直肠癌和乳腺癌临床途径的量化决策。这些数据是从用户与上坡路线v3的交互中收集的,也从其内部数据库中收集的。采用描述性统计和双变量统计分析数据。结果:共有22名平均年龄44.7 (SD 10.6)岁的卫生保健专业人员被纳入研究,其中15名(68%)女性参与者和9名(41%)医生。对临床方案的依从性评分较高,平均评分8.06(标准差1.73);临床决策支持,平均得分8.05 (SD 1.73);患者护理改善,平均得分7.63 (SD 2.22);对患者管理的信心,平均得分8.26 (SD 1.56)。二次分析显示,在3574名患者中,25741名临床决策被告知,9254项行动在PDCP工具的帮助下执行。结论:上山路线v3 PDCP工具因其支持临床决策和提高各种临床设置的操作效率的能力而受到卫生保健专业人员的高度评价。我们的研究结果表明,该工具可以有效地弥合临床指南和现实世界实践之间的差距。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
JMIR Human Factors
JMIR Human Factors Medicine-Health Informatics
CiteScore
3.40
自引率
3.70%
发文量
123
审稿时长
12 weeks
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