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Can computerized clinical decision support systems improve practitioners' diagnostic test ordering behavior? A decision-maker-researcher partnership systematic review

BACKGROUND: Underuse and overuse of diagnostic tests have important implications for health outcomes and costs. Decision support technology purports to optimize the use of diagnostic tests in clinical practice. The objective of this review was to assess whether computerized clinical decision support...

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Autores principales: Roshanov, Pavel S, You, John J, Dhaliwal, Jasmine, Koff, David, Mackay, Jean A, Weise-Kelly, Lorraine, Navarro, Tamara, Wilczynski, Nancy L, Brian Haynes, R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3174115/
https://www.ncbi.nlm.nih.gov/pubmed/21824382
http://dx.doi.org/10.1186/1748-5908-6-88
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author Roshanov, Pavel S
You, John J
Dhaliwal, Jasmine
Koff, David
Mackay, Jean A
Weise-Kelly, Lorraine
Navarro, Tamara
Wilczynski, Nancy L
Brian Haynes, R
author_facet Roshanov, Pavel S
You, John J
Dhaliwal, Jasmine
Koff, David
Mackay, Jean A
Weise-Kelly, Lorraine
Navarro, Tamara
Wilczynski, Nancy L
Brian Haynes, R
author_sort Roshanov, Pavel S
collection PubMed
description BACKGROUND: Underuse and overuse of diagnostic tests have important implications for health outcomes and costs. Decision support technology purports to optimize the use of diagnostic tests in clinical practice. The objective of this review was to assess whether computerized clinical decision support systems (CCDSSs) are effective at improving ordering of tests for diagnosis, monitoring of disease, or monitoring of treatment. The outcome of interest was effect on the diagnostic test-ordering behavior of practitioners. METHODS: We conducted a decision-maker-researcher partnership systematic review. We searched MEDLINE, EMBASE, Ovid's EBM Reviews database, Inspec, and reference lists for eligible articles published up to January 2010. We included randomized controlled trials comparing the use of CCDSSs to usual practice or non-CCDSS controls in clinical care settings. Trials were eligible if at least one component of the CCDSS gave suggestions for ordering or performing a diagnostic procedure. We considered studies 'positive' if they showed a statistically significant improvement in at least 50% of test ordering outcomes. RESULTS: Thirty-five studies were identified, with significantly higher methodological quality in those published after the year 2000 (p = 0.002). Thirty-three trials reported evaluable data on diagnostic test ordering, and 55% (18/33) of CCDSSs improved testing behavior overall, including 83% (5/6) for diagnosis, 63% (5/8) for treatment monitoring, 35% (6/17) for disease monitoring, and 100% (3/3) for other purposes. Four of the systems explicitly attempted to reduce test ordering rates and all succeeded. Factors of particular interest to decision makers include costs, user satisfaction, and impact on workflow but were rarely investigated or reported. CONCLUSIONS: Some CCDSSs can modify practitioner test-ordering behavior. To better inform development and implementation efforts, studies should describe in more detail potentially important factors such as system design, user interface, local context, implementation strategy, and evaluate impact on user satisfaction and workflow, costs, and unintended consequences.
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spelling pubmed-31741152011-09-16 Can computerized clinical decision support systems improve practitioners' diagnostic test ordering behavior? A decision-maker-researcher partnership systematic review Roshanov, Pavel S You, John J Dhaliwal, Jasmine Koff, David Mackay, Jean A Weise-Kelly, Lorraine Navarro, Tamara Wilczynski, Nancy L Brian Haynes, R Implement Sci Systematic Review BACKGROUND: Underuse and overuse of diagnostic tests have important implications for health outcomes and costs. Decision support technology purports to optimize the use of diagnostic tests in clinical practice. The objective of this review was to assess whether computerized clinical decision support systems (CCDSSs) are effective at improving ordering of tests for diagnosis, monitoring of disease, or monitoring of treatment. The outcome of interest was effect on the diagnostic test-ordering behavior of practitioners. METHODS: We conducted a decision-maker-researcher partnership systematic review. We searched MEDLINE, EMBASE, Ovid's EBM Reviews database, Inspec, and reference lists for eligible articles published up to January 2010. We included randomized controlled trials comparing the use of CCDSSs to usual practice or non-CCDSS controls in clinical care settings. Trials were eligible if at least one component of the CCDSS gave suggestions for ordering or performing a diagnostic procedure. We considered studies 'positive' if they showed a statistically significant improvement in at least 50% of test ordering outcomes. RESULTS: Thirty-five studies were identified, with significantly higher methodological quality in those published after the year 2000 (p = 0.002). Thirty-three trials reported evaluable data on diagnostic test ordering, and 55% (18/33) of CCDSSs improved testing behavior overall, including 83% (5/6) for diagnosis, 63% (5/8) for treatment monitoring, 35% (6/17) for disease monitoring, and 100% (3/3) for other purposes. Four of the systems explicitly attempted to reduce test ordering rates and all succeeded. Factors of particular interest to decision makers include costs, user satisfaction, and impact on workflow but were rarely investigated or reported. CONCLUSIONS: Some CCDSSs can modify practitioner test-ordering behavior. To better inform development and implementation efforts, studies should describe in more detail potentially important factors such as system design, user interface, local context, implementation strategy, and evaluate impact on user satisfaction and workflow, costs, and unintended consequences. BioMed Central 2011-08-03 /pmc/articles/PMC3174115/ /pubmed/21824382 http://dx.doi.org/10.1186/1748-5908-6-88 Text en Copyright ©2011 Roshanov et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Systematic Review
Roshanov, Pavel S
You, John J
Dhaliwal, Jasmine
Koff, David
Mackay, Jean A
Weise-Kelly, Lorraine
Navarro, Tamara
Wilczynski, Nancy L
Brian Haynes, R
Can computerized clinical decision support systems improve practitioners' diagnostic test ordering behavior? A decision-maker-researcher partnership systematic review
title Can computerized clinical decision support systems improve practitioners' diagnostic test ordering behavior? A decision-maker-researcher partnership systematic review
title_full Can computerized clinical decision support systems improve practitioners' diagnostic test ordering behavior? A decision-maker-researcher partnership systematic review
title_fullStr Can computerized clinical decision support systems improve practitioners' diagnostic test ordering behavior? A decision-maker-researcher partnership systematic review
title_full_unstemmed Can computerized clinical decision support systems improve practitioners' diagnostic test ordering behavior? A decision-maker-researcher partnership systematic review
title_short Can computerized clinical decision support systems improve practitioners' diagnostic test ordering behavior? A decision-maker-researcher partnership systematic review
title_sort can computerized clinical decision support systems improve practitioners' diagnostic test ordering behavior? a decision-maker-researcher partnership systematic review
topic Systematic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3174115/
https://www.ncbi.nlm.nih.gov/pubmed/21824382
http://dx.doi.org/10.1186/1748-5908-6-88
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