Javascript must be enabled to continue!
Can computerized clinical decision support systems improve practitioners' diagnostic test ordering behavior? A decision-maker-researcher partnership systematic review
View through CrossRef
Abstract
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.
Springer Science and Business Media LLC
Title: Can computerized clinical decision support systems improve practitioners' diagnostic test ordering behavior? A decision-maker-researcher partnership systematic review
Description:
Abstract
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.
Related Results
Evaluating the Science to Inform the Physical Activity Guidelines for Americans Midcourse Report
Evaluating the Science to Inform the Physical Activity Guidelines for Americans Midcourse Report
Abstract
The Physical Activity Guidelines for Americans (Guidelines) advises older adults to be as active as possible. Yet, despite the well documented benefits of physical a...
Suffering of Patients with Neurogenic Thoracic Outlet Syndrome (TOS); The First Qualitative study in TOS
Suffering of Patients with Neurogenic Thoracic Outlet Syndrome (TOS); The First Qualitative study in TOS
Abstract
Background
Diagnosis of neurogenic thoracic outlet syndrome (nTOS) is hindered by symptom overlap with cervical radiculopathy, carpal tunnel syndrome, or psychosomatic dis...
Do evidence summaries increase health policy‐makers' use of evidence from systematic reviews? A systematic review
Do evidence summaries increase health policy‐makers' use of evidence from systematic reviews? A systematic review
This review summarizes the evidence from six randomized controlled trials that judged the effectiveness of systematic review summaries on policymakers' decision making, or the most...
Pedagogical partnership in higher education institutions: expediency and capabilities
Pedagogical partnership in higher education institutions: expediency and capabilities
The article deals with the issues related to pedagogical partnership in higher education institutions. The author analyses its essence, the reason for its popularity in a number of...
Autonomy on Trial
Autonomy on Trial
Photo by CHUTTERSNAP on Unsplash
Abstract
This paper critically examines how US bioethics and health law conceptualize patient autonomy, contrasting the rights-based, individualist...
Assessment of Chat-GPT, Gemini, and Perplexity in Principle of Research Publication: A Comparative Study
Assessment of Chat-GPT, Gemini, and Perplexity in Principle of Research Publication: A Comparative Study
Abstract
Introduction
Many researchers utilize artificial intelligence (AI) to aid their research endeavors. This study seeks to assess and contrast the performance of three sophis...
Historical Analysis of the Legal Framework on Partnership Organizations in Nigeria and Innovations Introduced by Companies and Allied Matters Act 2020
Historical Analysis of the Legal Framework on Partnership Organizations in Nigeria and Innovations Introduced by Companies and Allied Matters Act 2020
The Companies and Allied Matters Act (CAMA) 2020 introduced two new forms of partnerships to the entire territory of the Federal Republic of Nigeria to wit: The Limited Liability P...
Exploring Large Language Models Integration in the Histopathologic Diagnosis of Skin Diseases: A Comparative Study
Exploring Large Language Models Integration in the Histopathologic Diagnosis of Skin Diseases: A Comparative Study
Abstract
Introduction
The exact manner in which large language models (LLMs) will be integrated into pathology is not yet fully comprehended. This study examines the accuracy, bene...

