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大型综合医疗保健系统中从业者的电子健康记录搜索模式和实践评估。

Assessment of Electronic Health Record Search Patterns and Practices by Practitioners in a Large Integrated Health Care System.

机构信息

Division of Research, Kaiser Permanente Northern California, Oakland.

Department of Medicine, University of California, San Francisco.

出版信息

JAMA Netw Open. 2020 Mar 2;3(3):e200512. doi: 10.1001/jamanetworkopen.2020.0512.

Abstract

IMPORTANCE

The electronic health record (EHR) is a source of practitioner dissatisfaction in part because of challenges with information retrieval. To improve data accessibility, a better understanding of practitioners' information needs within individual patient records is needed.

OBJECTIVE

To assess EHR users' searches using data from a large integrated health care system.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cross-sectional analysis used EHR search data from Kaiser Permanente Northern California, an integrated health care delivery system with more than 4.4 million members. Users' EHR search activity data were obtained from April 1, 2018, to May 15, 2019.

MAIN OUTCOMES AND MEASURES

Search term frequency was grouped by user and practitioner types. Network analyses were performed of co-occurring search terms within a single search episode, and centrality measures for search terms (degree and betweenness centrality) were calculated.

RESULTS

A total of 12 313 047 search activities (including 4 328 330 searches and 7 984 717 result views) conducted by 34 735 unique users within 977 160 unique patient EHRs were identified. In aggregate, users searched for 208 374 unique search terms and conducted a median of 4 searches (interquartile range, 1-28 searches). Of all 97 367 active EHR users, 34 735 (35.7%) conducted at least 1 search. However, of all 12 968 active EHR physician users, 9801 (75.6%) conducted at least 1 search, and of all 1908 active pharmacist users, 1402 (73.5%) conducted at least 1 search. The top 3 most commonly searched terms were statin (75 017 searches [1.7%]), colonoscopy (73 545 [1.7%]), and pft (54 990 [1.3%]). However, wide variation in top searches were noted across practitioner groups. Terms searched most often with another term in a single linked search episode included statin, lisinopril, colonoscopy, gabapentin, and aspirin.

CONCLUSIONS AND RELEVANCE

Although physicians and pharmacists were the most active users of EHR searches, search volume and frequently searched terms varied considerably by and within user role. Further customization of the EHR interface may help leverage users' search content and patterns to improve targeted information retrieval.

摘要

重要性

电子健康记录(EHR)是从业者不满的一个来源,部分原因是信息检索存在挑战。为了提高数据可访问性,需要更好地了解从业者在单个患者记录中的信息需求。

目的

使用来自大型综合医疗保健系统的数据评估 EHR 用户的搜索。

设计、设置和参与者:这项回顾性的横断面分析使用了 Kaiser Permanente Northern California 的 EHR 搜索数据,这是一个拥有超过 440 万成员的综合医疗服务提供系统。用户的 EHR 搜索活动数据是从 2018 年 4 月 1 日到 2019 年 5 月 15 日获得的。

主要结果和措施

按用户和从业者类型对搜索词的频率进行分组。对单个搜索事件中同时出现的搜索词进行了网络分析,并计算了搜索词的中心度度量(度和中间中心度)。

结果

共确定了 12313047 次搜索活动(包括 4328330 次搜索和 7984717 次结果查看),这些活动是由 977160 个独特的患者 EHR 中的 34735 个独特用户进行的。总的来说,用户搜索了 208374 个独特的搜索词,中位数搜索了 4 次(四分位距,1-28 次搜索)。在所有 97367 个活跃的 EHR 用户中,34735 个(35.7%)进行了至少 1 次搜索。然而,在所有 12968 个活跃的 EHR 医生用户中,9801 个(75.6%)进行了至少 1 次搜索,在所有 1908 个活跃的药剂师用户中,1402 个(73.5%)进行了至少 1 次搜索。搜索次数最多的前 3 个词是他汀类药物(75017 次搜索[1.7%])、结肠镜检查(73545 次[1.7%])和 pft(54990 次[1.3%])。然而,在不同的从业者群体中,最常搜索的词有很大的差异。在单个链接搜索事件中与另一个词一起搜索最频繁的词包括他汀类药物、赖诺普利、结肠镜检查、加巴喷丁和阿司匹林。

结论和相关性

尽管医生和药剂师是 EHR 搜索最活跃的用户,但搜索量和经常搜索的词在用户角色之间存在很大差异。进一步定制 EHR 界面可能有助于利用用户的搜索内容和模式来提高有针对性的信息检索。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f0bd/7060491/ca39a6f89cc2/jamanetwopen-3-e200512-g001.jpg

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