Effects of Computerized Decision Support Systems on Practitioner Performance and Patient Outcomes: Systematic Review

BackgroundComputerized decision support systems (CDSSs) are software programs that support the decision making of practitioners and other staff. Other reviews have analyzed the relationship between CDSSs, practitioner performance, and patient outcomes. These reviews reported...

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Main Authors: Kruse, Clemens Scott, Ehrbar, Nolan
Format: Article
Language:English
Published: JMIR Publications 2020-08-01
Series:JMIR Medical Informatics
Online Access:http://medinform.jmir.org/2020/8/e17283/
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spelling doaj-60c85bef0ba747d08b08e4def95b3d6a2021-05-03T02:53:52ZengJMIR PublicationsJMIR Medical Informatics2291-96942020-08-0188e1728310.2196/17283Effects of Computerized Decision Support Systems on Practitioner Performance and Patient Outcomes: Systematic ReviewKruse, Clemens ScottEhrbar, Nolan BackgroundComputerized decision support systems (CDSSs) are software programs that support the decision making of practitioners and other staff. Other reviews have analyzed the relationship between CDSSs, practitioner performance, and patient outcomes. These reviews reported positive practitioner performance in over half the articles analyzed, but very little information was found for patient outcomes. ObjectiveThe purpose of this review was to analyze the relationship between CDSSs, practitioner performance, and patient medical outcomes. PubMed, CINAHL, Embase, Web of Science, and Cochrane databases were queried. MethodsArticles were chosen based on year published (last 10 years), high quality, peer-reviewed sources, and discussion of the relationship between the use of CDSS as an intervention and links to practitioner performance or patient outcomes. Reviewers used an Excel spreadsheet (Microsoft Corporation) to collect information on the relationship between CDSSs and practitioner performance or patient outcomes. Reviewers also collected observations of participants, intervention, comparison with control group, outcomes, and study design (PICOS) along with those showing implicit bias. Articles were analyzed by multiple reviewers following the Kruse protocol for systematic reviews. Data were organized into multiple tables for analysis and reporting. ResultsThemes were identified for both practitioner performance (n=38) and medical outcomes (n=36). A total of 66% (25/38) of articles had occurrences of positive practitioner performance, 13% (5/38) found no difference in practitioner performance, and 21% (8/38) did not report or discuss practitioner performance. Zero articles reported negative practitioner performance. A total of 61% (22/36) of articles had occurrences of positive patient medical outcomes, 8% (3/36) found no statistically significant difference in medical outcomes between intervention and control groups, and 31% (11/36) did not report or discuss medical outcomes. Zero articles found negative patient medical outcomes attributed to using CDSSs. ConclusionsResults of this review are commensurate with previous reviews with similar objectives, but unlike these reviews we found a high level of reporting of positive effects on patient medical outcomes.http://medinform.jmir.org/2020/8/e17283/
collection DOAJ
language English
format Article
sources DOAJ
author Kruse, Clemens Scott
Ehrbar, Nolan
spellingShingle Kruse, Clemens Scott
Ehrbar, Nolan
Effects of Computerized Decision Support Systems on Practitioner Performance and Patient Outcomes: Systematic Review
JMIR Medical Informatics
author_facet Kruse, Clemens Scott
Ehrbar, Nolan
author_sort Kruse, Clemens Scott
title Effects of Computerized Decision Support Systems on Practitioner Performance and Patient Outcomes: Systematic Review
title_short Effects of Computerized Decision Support Systems on Practitioner Performance and Patient Outcomes: Systematic Review
title_full Effects of Computerized Decision Support Systems on Practitioner Performance and Patient Outcomes: Systematic Review
title_fullStr Effects of Computerized Decision Support Systems on Practitioner Performance and Patient Outcomes: Systematic Review
title_full_unstemmed Effects of Computerized Decision Support Systems on Practitioner Performance and Patient Outcomes: Systematic Review
title_sort effects of computerized decision support systems on practitioner performance and patient outcomes: systematic review
publisher JMIR Publications
series JMIR Medical Informatics
issn 2291-9694
publishDate 2020-08-01
description BackgroundComputerized decision support systems (CDSSs) are software programs that support the decision making of practitioners and other staff. Other reviews have analyzed the relationship between CDSSs, practitioner performance, and patient outcomes. These reviews reported positive practitioner performance in over half the articles analyzed, but very little information was found for patient outcomes. ObjectiveThe purpose of this review was to analyze the relationship between CDSSs, practitioner performance, and patient medical outcomes. PubMed, CINAHL, Embase, Web of Science, and Cochrane databases were queried. MethodsArticles were chosen based on year published (last 10 years), high quality, peer-reviewed sources, and discussion of the relationship between the use of CDSS as an intervention and links to practitioner performance or patient outcomes. Reviewers used an Excel spreadsheet (Microsoft Corporation) to collect information on the relationship between CDSSs and practitioner performance or patient outcomes. Reviewers also collected observations of participants, intervention, comparison with control group, outcomes, and study design (PICOS) along with those showing implicit bias. Articles were analyzed by multiple reviewers following the Kruse protocol for systematic reviews. Data were organized into multiple tables for analysis and reporting. ResultsThemes were identified for both practitioner performance (n=38) and medical outcomes (n=36). A total of 66% (25/38) of articles had occurrences of positive practitioner performance, 13% (5/38) found no difference in practitioner performance, and 21% (8/38) did not report or discuss practitioner performance. Zero articles reported negative practitioner performance. A total of 61% (22/36) of articles had occurrences of positive patient medical outcomes, 8% (3/36) found no statistically significant difference in medical outcomes between intervention and control groups, and 31% (11/36) did not report or discuss medical outcomes. Zero articles found negative patient medical outcomes attributed to using CDSSs. ConclusionsResults of this review are commensurate with previous reviews with similar objectives, but unlike these reviews we found a high level of reporting of positive effects on patient medical outcomes.
url http://medinform.jmir.org/2020/8/e17283/
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