Use, Impact, Weaknesses, and Advanced Features of Search Functions for Clinical Use in Electronic Health Records: A Scoping Review

dc.contributor.authorHill, Jordan R.
dc.contributor.authorVisweswaran, Shyam
dc.contributor.authorNing, Xia
dc.contributor.authorSchleyer, Titus K.
dc.contributor.departmentMedicine, School of Medicineen_US
dc.date.accessioned2023-02-23T13:27:07Z
dc.date.available2023-02-23T13:27:07Z
dc.date.issued2021-05
dc.description.abstractObjective: Although vast amounts of patient information are captured in electronic health records (EHRs), effective clinical use of this information is challenging due to inadequate and inefficient access to it at the point of care. The purpose of this study was to conduct a scoping review of the literature on the use of EHR search functions within a single patient's record in clinical settings to characterize the current state of research on the topic and identify areas for future study. Methods: We conducted a literature search of four databases to identify articles on within-EHR search functions or the use of EHR search function in the context of clinical tasks. After reviewing titles and abstracts and performing a full-text review of selected articles, we included 17 articles in the analysis. We qualitatively identified themes in those articles and synthesized the literature for each theme. Results: Based on the 17 articles analyzed, we delineated four themes: (1) how clinicians use search functions, (2) impact of search functions on clinical workflow, (3) weaknesses of current search functions, and (4) advanced search features. Our review found that search functions generally facilitate patient information retrieval by clinicians and are positively received by users. However, existing search functions have weaknesses, such as yielding false negatives and false positives, which can decrease trust in the results, and requiring a high cognitive load to perform an inclusive search of a patient's record. Conclusion: Despite the widespread adoption of EHRs, only a limited number of articles describe the use of EHR search functions in a clinical setting, despite evidence that they benefit clinician workflow and productivity. Some of the weaknesses of current search functions may be addressed by enhancing EHR search functions with collaborative filtering.en_US
dc.eprint.versionFinal published versionen_US
dc.identifier.citationHill JR, Visweswaran S, Ning X, Schleyer TK. Use, Impact, Weaknesses, and Advanced Features of Search Functions for Clinical Use in Electronic Health Records: A Scoping Review. Appl Clin Inform. 2021;12(3):417-428. doi:10.1055/s-0041-1730033en_US
dc.identifier.urihttps://hdl.handle.net/1805/31416
dc.language.isoen_USen_US
dc.publisherThiemeen_US
dc.relation.isversionof10.1055/s-0041-1730033en_US
dc.relation.journalApplied Clinical Informaticsen_US
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.sourcePMCen_US
dc.subjectElectronic health recordsen_US
dc.subjectSearch functionsen_US
dc.subjectCollaborative filteringen_US
dc.subjectScoping reviewen_US
dc.subjectClinical workflowen_US
dc.subjectMachine learningen_US
dc.subjectHuman–computer interactionen_US
dc.titleUse, Impact, Weaknesses, and Advanced Features of Search Functions for Clinical Use in Electronic Health Records: A Scoping Reviewen_US
dc.typeArticleen_US
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