Barriers and Enablers to Using a Mobile App-Based Clinical Decision Support System in Managing Perioperative Adverse Events Among Anesthesia Providers: Cross-Sectional Survey in China.

IF 5.8 2区 医学 Q1 HEALTH CARE SCIENCES & SERVICES
Xixia Feng, Peiyi Li, Renjie Zhao, Weimin Li, Tao Zhu, Xuechao Hao, Guo Chen
{"title":"Barriers and Enablers to Using a Mobile App-Based Clinical Decision Support System in Managing Perioperative Adverse Events Among Anesthesia Providers: Cross-Sectional Survey in China.","authors":"Xixia Feng, Peiyi Li, Renjie Zhao, Weimin Li, Tao Zhu, Xuechao Hao, Guo Chen","doi":"10.2196/60304","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Perioperative adverse events (PAEs) pose a substantial global health burden, contributing to elevated morbidity, mortality, and health care expenditures. The adoption of clinical decision support systems (CDSS), particularly mobile-based solutions, offers a promising avenue to address these challenges. However, successful implementation hinges on understanding anesthesia providers' knowledge, attitudes, and willingness to embrace such technologies.</p><p><strong>Objective: </strong>This study aimed to evaluate the knowledge, attitudes, and willingness of Chinese anesthesia professionals to adopt a mobile CDSS for PAE management, and to identify key factors influencing its implementation.</p><p><strong>Methods: </strong>A nationwide cross-sectional survey was conducted among anesthesia providers in China from September 5 to December 31, 2023. Participants included anesthesiologists and nurse anesthetists, who play pivotal roles in perioperative care. A 51-item questionnaire, structured around the Knowledge-Attitude-Practice (KAP) framework, was distributed via WeChat through professional anesthesia associations. The questionnaire covered four domains: (1) demographic characteristics, (2) knowledge assessment, (3) attitude evaluation, and (4) practice willingness. Multivariable regression analyses identified predictors of KAP outcomes, with sensitivity analyses focusing on nurse anesthetists.</p><p><strong>Results: </strong>The study included 2440 anesthesia professionals (2226 anesthesiologists and 214 nurse anesthetists). Overall, 87.3% (2130/2440) expressed willingness to adopt the CDSS, with 87.5% (1947/2226) of anesthesiologists and 85.5% (183/214) of nurse anesthetists showing readiness. However, only 39.2% (956/2440) were satisfied with existing incident management systems. Key findings indicated that higher knowledge scores were associated with female gender (coefficient=0.19, P=.003), advanced education, and lack of previous informatics experience (coefficient=0.29, P<.001). Nurse anesthetists scored lower than anesthesiologists (coefficient=-0.76, P<.001). Negative attitudes were more prevalent among older practitioners (coefficient=-0.13, P<.001), females (coefficient=-0.66, P<.001), nurse anesthetists (coefficient=-1.12, P=.003), and those without prior PAE exposure (coefficient=-0.97, P<.001). Higher willingness was observed among practitioners in Southwest China (coefficient=0.10, P=.048), those with positive attitudes (coefficient=0.06, P<.001), and those dissatisfied (coefficient=0.32, P<.001) or neutral (coefficient=0.11, P=.02) towards existing systems. Infrequent departmental incident discussions would reduce practice willingness (coefficient=-0.08, P=.01).</p><p><strong>Conclusions: </strong>This national study highlights a strong readiness among Chinese anesthesia professionals to adopt mobile CDSS for PAE management. However, critical barriers, including role-specific knowledge disparities and ineffective organizational communication, must be addressed to ensure successful implementation. Collaborative efforts among local authorities, health care facilities, anesthesia departments, and technology developers are essential to design and implement tailored strategies. Key recommendations include interdisciplinary training programs to enhance nurse anesthetists' competencies, institution-level incentives to promote incident reporting, and user-centered CDSS designs that prioritize seamless integration into clinical workflows. These measures are vital for improving perioperative incident reporting systems and ultimately advancing the safety and outcomes of surgical patients.</p>","PeriodicalId":16337,"journal":{"name":"Journal of Medical Internet Research","volume":"27 ","pages":"e60304"},"PeriodicalIF":5.8000,"publicationDate":"2025-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12117274/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Medical Internet Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2196/60304","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Perioperative adverse events (PAEs) pose a substantial global health burden, contributing to elevated morbidity, mortality, and health care expenditures. The adoption of clinical decision support systems (CDSS), particularly mobile-based solutions, offers a promising avenue to address these challenges. However, successful implementation hinges on understanding anesthesia providers' knowledge, attitudes, and willingness to embrace such technologies.

Objective: This study aimed to evaluate the knowledge, attitudes, and willingness of Chinese anesthesia professionals to adopt a mobile CDSS for PAE management, and to identify key factors influencing its implementation.

Methods: A nationwide cross-sectional survey was conducted among anesthesia providers in China from September 5 to December 31, 2023. Participants included anesthesiologists and nurse anesthetists, who play pivotal roles in perioperative care. A 51-item questionnaire, structured around the Knowledge-Attitude-Practice (KAP) framework, was distributed via WeChat through professional anesthesia associations. The questionnaire covered four domains: (1) demographic characteristics, (2) knowledge assessment, (3) attitude evaluation, and (4) practice willingness. Multivariable regression analyses identified predictors of KAP outcomes, with sensitivity analyses focusing on nurse anesthetists.

Results: The study included 2440 anesthesia professionals (2226 anesthesiologists and 214 nurse anesthetists). Overall, 87.3% (2130/2440) expressed willingness to adopt the CDSS, with 87.5% (1947/2226) of anesthesiologists and 85.5% (183/214) of nurse anesthetists showing readiness. However, only 39.2% (956/2440) were satisfied with existing incident management systems. Key findings indicated that higher knowledge scores were associated with female gender (coefficient=0.19, P=.003), advanced education, and lack of previous informatics experience (coefficient=0.29, P<.001). Nurse anesthetists scored lower than anesthesiologists (coefficient=-0.76, P<.001). Negative attitudes were more prevalent among older practitioners (coefficient=-0.13, P<.001), females (coefficient=-0.66, P<.001), nurse anesthetists (coefficient=-1.12, P=.003), and those without prior PAE exposure (coefficient=-0.97, P<.001). Higher willingness was observed among practitioners in Southwest China (coefficient=0.10, P=.048), those with positive attitudes (coefficient=0.06, P<.001), and those dissatisfied (coefficient=0.32, P<.001) or neutral (coefficient=0.11, P=.02) towards existing systems. Infrequent departmental incident discussions would reduce practice willingness (coefficient=-0.08, P=.01).

Conclusions: This national study highlights a strong readiness among Chinese anesthesia professionals to adopt mobile CDSS for PAE management. However, critical barriers, including role-specific knowledge disparities and ineffective organizational communication, must be addressed to ensure successful implementation. Collaborative efforts among local authorities, health care facilities, anesthesia departments, and technology developers are essential to design and implement tailored strategies. Key recommendations include interdisciplinary training programs to enhance nurse anesthetists' competencies, institution-level incentives to promote incident reporting, and user-centered CDSS designs that prioritize seamless integration into clinical workflows. These measures are vital for improving perioperative incident reporting systems and ultimately advancing the safety and outcomes of surgical patients.

使用基于移动应用程序的临床决策支持系统管理麻醉提供者围手术期不良事件的障碍和推动因素:在中国的横断面调查
背景:围手术期不良事件(PAEs)造成了巨大的全球健康负担,导致发病率、死亡率和卫生保健支出上升。采用临床决策支持系统(CDSS),特别是基于移动的解决方案,为解决这些挑战提供了一条有希望的途径。然而,成功的实施取决于了解麻醉提供者的知识、态度和接受这些技术的意愿。目的:本研究旨在评估中国麻醉专业人员采用移动CDSS管理PAE的知识、态度和意愿,并确定影响其实施的关键因素。方法:于2023年9月5日至12月31日在全国范围内对麻醉提供者进行横断面调查。参与者包括麻醉医师和护士麻醉师,他们在围手术期护理中起着关键作用。以知识-态度-实践(KAP)框架为框架,通过微信通过专业麻醉协会分发51项问卷。问卷内容包括:(1)人口学特征、(2)知识评估、(3)态度评估和(4)实践意愿四个方面。多变量回归分析确定了KAP结果的预测因素,敏感性分析集中在护士麻醉师身上。结果:共纳入2440名麻醉专业人员,其中麻醉医师2226名,麻醉护士214名。总体而言,87.3%(2130/2440)表示愿意采用CDSS,其中87.5%(1937 /2226)的麻醉医师和85.5%(183/214)的麻醉护士表示愿意采用CDSS。然而,只有39.2%(956/2440)对现有的事件管理系统感到满意。主要发现表明,较高的知识得分与女性(系数=0.19,P= 0.003)、高等教育程度和缺乏信息学经验(系数=0.29,P)相关。结论:这项全国性研究表明,中国麻醉专业人员对采用移动CDSS进行PAE管理有很强的意愿。然而,关键的障碍,包括特定角色的知识差异和无效的组织沟通,必须解决,以确保成功实施。地方当局、卫生保健机构、麻醉部门和技术开发人员之间的合作努力对于设计和实施量身定制的战略至关重要。主要建议包括跨学科培训计划,以提高护士麻醉师的能力,机构层面的激励措施,以促进事件报告,以及以用户为中心的CDSS设计,优先考虑与临床工作流程的无缝集成。这些措施对于改善围手术期事件报告系统和最终提高手术患者的安全性和预后至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
14.40
自引率
5.40%
发文量
654
审稿时长
1 months
期刊介绍: The Journal of Medical Internet Research (JMIR) is a highly respected publication in the field of health informatics and health services. With a founding date in 1999, JMIR has been a pioneer in the field for over two decades. As a leader in the industry, the journal focuses on digital health, data science, health informatics, and emerging technologies for health, medicine, and biomedical research. It is recognized as a top publication in these disciplines, ranking in the first quartile (Q1) by Impact Factor. Notably, JMIR holds the prestigious position of being ranked #1 on Google Scholar within the "Medical Informatics" discipline.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信