Suppr超能文献

关于常规电子健康数据支持专业发展的益处、障碍和促成因素的思想领袖观点:定性研究。

Thought Leader Perspectives on the Benefits, Barriers, and Enablers for Routinely Collected Electronic Health Data to Support Professional Development: Qualitative Study.

机构信息

Human Centred Technology Research Cluster, School of Computer Science, The University of Sydney, Sydney, Australia.

Centre for Learning Analytics, Faculty of Information Technology, Monash University, Melbourne, Australia.

出版信息

J Med Internet Res. 2023 Feb 16;25:e40685. doi: 10.2196/40685.

Abstract

BACKGROUND

Hospitals routinely collect large amounts of administrative data such as length of stay, 28-day readmissions, and hospital-acquired complications; yet, these data are underused for continuing professional development (CPD). First, these clinical indicators are rarely reviewed outside of existing quality and safety reporting. Second, many medical specialists view their CPD requirements as time-consuming, having minimal impact on practice change and improving patient outcomes. There is an opportunity to build new user interfaces based on these data, designed to support individual and group reflection. Data-informed reflective practice has the potential to generate new insights about performance, bridging the gap between CPD and clinical practice.

OBJECTIVE

This study aims to understand why routinely collected administrative data have not yet become widely used to support reflective practice and lifelong learning.

METHODS

We conducted semistructured interviews (N=19) with thought leaders from a range of backgrounds, including clinicians, surgeons, chief medical officers, information and communications technology professionals, informaticians, researchers, and leaders from related industries. Interviews were thematically analyzed by 2 independent coders.

RESULTS

Respondents identified visibility of outcomes, peer comparison, group reflective discussions, and practice change as potential benefits. The key barriers included legacy technology, distrust with data quality, privacy, data misinterpretation, and team culture. Respondents suggested recruiting local champions for co-design, presenting data for understanding rather than information, coaching by specialty group leaders, and timely reflection linked to CPD as enablers to successful implementation.

CONCLUSIONS

Overall, there was consensus among thought leaders, bringing together insights from diverse backgrounds and medical jurisdictions. We found that clinicians are interested in repurposing administrative data for professional development despite concerns with underlying data quality, privacy, legacy technology, and visual presentation. They prefer group reflection led by supportive specialty group leaders, rather than individual reflection. Our findings provide novel insights into the specific benefits, barriers, and benefits of potential reflective practice interfaces based on these data sets. They can inform the design of new models of in-hospital reflection linked to the annual CPD planning-recording-reflection cycle.

摘要

背景

医院经常会收集大量的行政数据,如住院时间、28 天内再入院率和医院获得性并发症;然而,这些数据在继续专业发展(CPD)方面并未得到充分利用。首先,这些临床指标除了现有的质量和安全报告外,很少被审查。其次,许多医学专家认为他们的 CPD 要求很耗时,对实践改变和改善患者预后的影响很小。现在有机会基于这些数据构建新的用户界面,旨在支持个人和团队的反思。数据驱动的反思实践有可能在 CPD 和临床实践之间产生新的见解。

目的

本研究旨在了解为什么常规收集的行政数据尚未被广泛用于支持反思实践和终身学习。

方法

我们对来自不同背景的思想领袖进行了半结构化访谈(N=19),包括临床医生、外科医生、首席医疗官、信息和通信技术专业人员、信息学家、研究人员以及相关行业的领导者。访谈由 2 位独立的编码员进行主题分析。

结果

受访者认为潜在的好处包括结果可见性、同行比较、小组反思讨论和实践改变。关键障碍包括遗留技术、对数据质量的不信任、隐私、数据误解和团队文化。受访者建议招募当地的拥护者进行共同设计,以理解而不是信息的方式呈现数据,由专业团队领导者进行辅导,以及将反思与 CPD 及时联系起来,作为成功实施的推动者。

结论

总的来说,思想领袖之间达成了共识,汇集了来自不同背景和医疗司法管辖区的见解。我们发现,尽管对基础数据质量、隐私、遗留技术和视觉呈现存在担忧,但临床医生对重新利用行政数据进行专业发展很感兴趣。他们更喜欢由支持性专业团队领导者领导的小组反思,而不是个人反思。我们的研究结果为基于这些数据集的潜在反思实践界面的具体收益、障碍和收益提供了新颖的见解。它们可以为新的医院内反思模式设计提供信息,这些模式与年度 CPD 规划-记录-反思周期相关联。

相似文献

5
The future of Cochrane Neonatal.考克兰新生儿协作网的未来。
Early Hum Dev. 2020 Nov;150:105191. doi: 10.1016/j.earlhumdev.2020.105191. Epub 2020 Sep 12.

引用本文的文献

本文引用的文献

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验