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

BACKGROUND: Computerized 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...

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Detalles Bibliográficos
Autores principales: Kruse, Clemens Scott, Ehrbar, Nolan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7448176/
https://www.ncbi.nlm.nih.gov/pubmed/32780714
http://dx.doi.org/10.2196/17283
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author Kruse, Clemens Scott
Ehrbar, Nolan
author_facet Kruse, Clemens Scott
Ehrbar, Nolan
author_sort Kruse, Clemens Scott
collection PubMed
description BACKGROUND: Computerized 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. OBJECTIVE: The 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. METHODS: Articles 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. RESULTS: Themes 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. CONCLUSIONS: Results 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.
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spelling pubmed-74481762020-08-31 Effects of Computerized Decision Support Systems on Practitioner Performance and Patient Outcomes: Systematic Review Kruse, Clemens Scott Ehrbar, Nolan JMIR Med Inform Review BACKGROUND: Computerized 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. OBJECTIVE: The 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. METHODS: Articles 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. RESULTS: Themes 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. CONCLUSIONS: Results 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. JMIR Publications 2020-08-11 /pmc/articles/PMC7448176/ /pubmed/32780714 http://dx.doi.org/10.2196/17283 Text en ©Clemens Scott Kruse, Nolan Ehrbar. Originally published in JMIR Medical Informatics (http://medinform.jmir.org), 11.08.2020. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Medical Informatics, is properly cited. The complete bibliographic information, a link to the original publication on http://medinform.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Review
Kruse, Clemens Scott
Ehrbar, Nolan
Effects of Computerized Decision Support Systems on Practitioner Performance and Patient Outcomes: Systematic Review
title 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_short 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
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7448176/
https://www.ncbi.nlm.nih.gov/pubmed/32780714
http://dx.doi.org/10.2196/17283
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