Suppr超能文献

利用常规收集的英国国家医疗服务体系(NHS)数据进行关联分析以评估联络精神科服务:挑战与经验教训

Linkage of routinely collected NHS data to evaluate liaison mental health services: challenges and lessons learned.

作者信息

Guthrie Elspeth, House Allan, Smith Chris, Relton Sam, Romeu Daniel, Saraiva Sonia, Trigwell Peter, West Robert, Shuweihdi Farag, Crawford Mike, Fossey Matt, Hewison Jenny, Hulme Claire, Tubeuf Sandy

机构信息

Leeds Institute of Health Sciences, University of Leeds, Leeds, UK.

Department of Computer Science, University of York, York, UK.

出版信息

Health Soc Care Deliv Res. 2024 May 1:1-15. doi: 10.3310/WCPA5283.

Abstract

BACKGROUND

Liaison mental health services provide mental health care to patients in acute hospital settings. Evaluation of liaison services is challenging due to their heterogeneous organisation and delivery, high case throughput and varied patient case mix. We aimed to link routinely collected National Health Service data from secondary care settings, chosen for their service characteristics, to data from primary care to evaluate hospital-based liaison mental health services in England.

METHODS

We planned to compare patients referred to hospital-based liaison services with comparable patients in the same hospital not referred to liaison services and comparable patients in hospitals without any liaison services. We designed and enacted a methodology to link data from: (1) Hospital Episode Statistics, a database controlled by the National Health Service Digital and (2) ResearchOne, a primary care database controlled by The Phoenix Partnership.

RESULTS

Obtaining approvals for the steps prespecified in the methodological protocol took 907 days. Enactment following approvals took 385 days. Data supplied from Hospital Episode Statistics contained 181,063 patients from 6 hospitals (mean = 30,177, standard deviation = 28,875.86) who matched the inclusion and exclusion criteria. Data supplied from ResearchOne contained 33,666 (18.6%) of these patients from the 6 hospitals (mean = 5611, standard deviation = 5206.59).

DISCUSSION

Time required for approvals and enactment was attributable to slowness of data handling processes within each data holder and to resolution of technical and organisational queries between them. Variation in number of patients for which data was supplied between databases and between hospitals was attributable to coding inconsistencies and to the limited intersection of patient populations between databases and variation in recording practices between hospitals.

CONCLUSION

Although it is technically feasible to link primary and secondary care data, the current system is challenging, complicated, unnecessarily bureaucratic, time consuming and costly. This limits the number of studies that could be conducted with these rich data sources.

FUNDING

This article presents independent research funded by the National Institute for Health and Care Research (NIHR) Health and Social Care Delivery Research programme as award number 13/58/08.

摘要

背景

联络精神卫生服务为急症医院环境中的患者提供精神卫生保健。由于联络服务的组织和提供方式各异、病例吞吐量高以及患者病例组合多样,对其进行评估具有挑战性。我们旨在将从二级保健机构常规收集的、因其服务特征而被选中的国民保健服务数据与初级保健数据相链接,以评估英格兰基于医院的联络精神卫生服务。

方法

我们计划将转诊至基于医院的联络服务的患者与同一医院中未转诊至联络服务的可比患者以及没有任何联络服务的医院中的可比患者进行比较。我们设计并实施了一种方法,以链接来自以下方面的数据:(1)医院 Episode 统计数据,这是一个由国民保健服务数字部门控制的数据库;(2)ResearchOne,这是一个由凤凰伙伴关系控制的初级保健数据库。

结果

为方法协议中预先指定的步骤获得批准耗时 907 天。批准后的实施耗时 385 天。医院 Episode 统计数据提供的数据包含来自 6 家医院的 181,063 名患者(均值 = 30,177,标准差 = 28,875.86),这些患者符合纳入和排除标准。ResearchOne 提供的数据包含这 6 家医院中这些患者的 33,666 名(18.6%)(均值 = 5611,标准差 = 5206.59)。

讨论

批准和实施所需的时间归因于每个数据持有者内部数据处理过程的缓慢以及它们之间技术和组织问题的解决。数据库之间以及医院之间提供数据的患者数量存在差异,这归因于编码不一致以及数据库之间患者群体的有限交集和医院之间记录做法的差异。

结论

虽然链接初级和二级保健数据在技术上是可行的,但当前系统具有挑战性、复杂、官僚作风不必要、耗时且成本高昂。这限制了利用这些丰富数据源可开展的研究数量。

资金来源

本文介绍了由国家卫生与保健研究所(NIHR)卫生与社会保健交付研究计划资助的独立研究,资助编号为 13/58/08。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验