Caruso Rosario, Di Muzio Marco, Di Simone Emanuele, Dionisi Sara, Magon Arianna, Conte Gianluca, Stievano Alessandro, Girani Emanuele, Boveri Sara, Menicanti Lorenzo, Dolansky Mary A
Health Professions Research and Development Unit, IRCCS Policlinico San Donato, San Donato Milanese, Italy.
Department of Biomedical Sciences for Health, University of Milan, Milano, Italy.
JMIR Res Protoc. 2024 Apr 17;13:e54838. doi: 10.2196/54838.
The COVID-19 pandemic has sharpened the focus on health care safety and quality, underscoring the importance of using standardized metrics such as the International Classification of Diseases, Tenth Revision (ICD-10). In this regard, the ICD-10 cluster Y62-Y69 serves as a proxy assessment of safety and quality in health care systems, allowing researchers to evaluate medical misadventures. Thus far, extensive research and reports support the need for more attention to safety and quality in health care. The study aims to leverage the pandemic's unique challenges to explore health care safety and quality trends during prepandemic, intrapandemic, and postpandemic phases, using the ICD-10 cluster Y62-Y69 as a key tool for their evaluation.
This research aims to perform a comprehensive retrospective analysis of incidence rates associated with ICD-10 cluster Y62-Y69, capturing both linear and nonlinear trends across prepandemic, intrapandemic, and postpandemic phases over an 8-year span. Therefore, it seeks to understand how these trends inform health care safety and quality improvements, policy, and future research.
This study uses the extensive data available through the TriNetX platform, using an observational, retrospective design and applying curve-fitting analyses and quadratic models to comprehend the relationships between incidence rates over an 8-year span (from 2015 to 2023). These techniques will enable the identification of nuanced trends in the data, facilitating a deeper understanding of the impacts of the COVID-19 pandemic on medical misadventures. The anticipated results aim to outline complex patterns in health care safety and quality during the COVID-19 pandemic, using global real-world data for robust and generalizable conclusions. This study will explore significant shifts in health care practices and outcomes, with a special focus on geographical variations and key clinical conditions in cardiovascular and oncological care, ensuring a comprehensive analysis of the pandemic's impact across different regions and medical fields.
This study is currently in the data collection phase, with funding secured in November 2023 through the Ricerca Corrente scheme of the Italian Ministry of Health. Data collection via the TriNetX platform is anticipated to be completed in May 2024, covering an 8-year period from January 2015 to December 2023. This dataset spans pre-pandemic, intra-pandemic, and early post-pandemic phases, enabling a comprehensive analysis of trends in medical misadventures using the ICD-10 cluster Y62-Y69. The final analytics are anticipated to be completed by June 2024. The study's findings aim to provide actionable insights for enhancing healthcare safety and quality, reflecting on the pandemic's transformative impact on global healthcare systems.
This study is anticipated to contribute significantly to health care safety and quality literature. It will provide actionable insights for health care professionals, policy makers, and researchers. It will highlight critical areas for intervention and funding to enhance health care safety and quality globally by examining the incidence rates of medical misadventures before, during, and after the pandemic. In addition, the use of global real-world data enhances the study's strength by providing a practical view of health care safety and quality, paving the way for initiatives that are informed by data and tailored to specific contexts worldwide. This approach ensures the findings are applicable and actionable across different health care settings, contributing significantly to the global understanding and improvement of health care safety and quality.
INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/54838.
新冠疫情使人们更加关注医疗保健的安全性和质量,凸显了使用国际疾病分类第十版(ICD-10)等标准化指标的重要性。在这方面,ICD-10的Y62-Y69类目可作为医疗保健系统安全性和质量的代理评估指标,使研究人员能够评估医疗事故。到目前为止,大量的研究和报告都支持需要更多地关注医疗保健的安全性和质量。本研究旨在利用疫情带来的独特挑战,以ICD-10的Y62-Y69类目作为评估的关键工具,探索疫情前、疫情期间和疫情后阶段医疗保健安全性和质量的趋势。
本研究旨在对与ICD-10的Y62-Y69类目相关的发病率进行全面的回顾性分析,捕捉8年期间疫情前、疫情期间和疫情后阶段的线性和非线性趋势。因此,它试图了解这些趋势如何为医疗保健安全性和质量的改善、政策制定以及未来研究提供信息。
本研究使用通过TriNetX平台获得的大量数据,采用观察性回顾性设计,并应用曲线拟合分析和二次模型来理解8年期间(2015年至2023年)发病率之间的关系。这些技术将能够识别数据中的细微趋势,有助于更深入地了解新冠疫情对医疗事故的影响。预期结果旨在勾勒出新冠疫情期间医疗保健安全性和质量的复杂模式,利用全球真实世界数据得出可靠且具有普遍性的结论。本研究将探讨医疗保健实践和结果的重大变化,特别关注心血管和肿瘤护理方面的地理差异和关键临床病症,确保对疫情在不同地区和医学领域的影响进行全面分析。
本研究目前处于数据收集阶段,2023年11月通过意大利卫生部的“Ricerca Corrente”计划获得了资金。预计通过TriNetX平台的数据收集将于2024年5月完成,涵盖2015年1月至2023年12月的8年时间。该数据集涵盖疫情前、疫情期间和疫情后早期阶段,能够使用ICD-10的Y62-Y69类目对医疗事故趋势进行全面分析。最终分析预计于2024年6月完成。该研究的结果旨在为提高医疗保健安全性和质量提供可行的见解,反映疫情对全球医疗保健系统的变革性影响。
预计本研究将对医疗保健安全性和质量文献做出重大贡献。它将为医疗保健专业人员、政策制定者和研究人员提供可行的见解。通过研究疫情前、疫情期间和疫情后医疗事故的发病率,它将突出全球范围内加强医疗保健安全性和质量的关键干预和资金投入领域。此外,使用全球真实世界数据通过提供医疗保健安全性和质量的实际情况增强了研究的力度,为基于数据并针对全球特定情况量身定制的举措铺平了道路。这种方法确保研究结果在不同的医疗保健环境中具有适用性和可操作性,对全球理解和改善医疗保健安全性和质量做出了重大贡献。
国际注册报告识别号(IRRID):PRR1-10.2196/54838。