SynthesisImplementation science : IS2011
Can computerized clinical decision support systems improve practitioners' diagnostic test ordering behavior? A decision-maker-researcher partnership systematic review.
Synthesis in Implementation science : IS, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 52 papers, 8 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
52 citing papers in PubMed, 8 syntheses or guidelines pooled it, 136 citations in OpenAlex.
- The implementation challenge of computerised clinical decision support systems for the detection of disease in primary care: systematic review and recommendations.Implementation science : IS · 2025Pooled it
- Effectiveness of non-interruptive nudge interventions in electronic health records to improve the delivery of care in hospitals: a systematic review.Journal of the American Medical Informatics Association : JAMIA · 2023Pooled it
- Design, effectiveness, and economic outcomes of contemporary chronic disease clinical decision support systems: a systematic review and meta-analysis.Journal of the American Medical Informatics Association : JAMIA · 2022Pooled it
- Effectiveness of Clinical Decision Support Systems on the Appropriate Use of Imaging for Central Nervous System Injuries: A Systematic Review.Applied clinical informatics · 2022Pooled it
- Laboratory test ordering in inpatient hospitals: a systematic review on the effects and features of clinical decision support systems.BMC medical informatics and decision making · 2021Pooled it
- Decision support tools to improve cancer diagnostic decision making in primary care: a systematic review.The British journal of general practice : the journal of the Royal College of General Practitioners · 2019Pooled it
- Computer decision support systems for asthma: a systematic review.NPJ primary care respiratory medicine · 2014Pooled it
- [Preoperative risk evaluation of adult patients prior to elective non-cardiac surgery: follow-up survey of the recommendations published in 2010].Der Anaesthesist · 2014Guideline
- Implementation of a software-based decision support tool for guideline-appropriate preoperative evaluation: a prospective agreement study.British journal of anaesthesia · 2024Trial
- Effect of Clinical Decision Support at Community Health Centers on the Risk of Cardiovascular Disease: A Cluster Randomized Clinical Trial.JAMA network open · 2022Trial
- Electronic Laboratory Medicine ordering with evidence-based Order sets in primary care (ELMO study): protocol for a cluster randomised trial.Implementation science : IS · 2017Trial
- Combining alcohol interventions with tobacco addictions treatment in primary care-the COMBAT study: a pragmatic cluster randomized trial.Implementation science : IS · 2017Trial
- Evaluating the uptake and effects of the computerized decision support system NHGDoc on quality of primary care: protocol for a large-scale cluster randomized controlled trial.Implementation science : IS · 2014Trial
- Examining Test Order Appropriateness Using Mean Abnormal Result Rate in Inpatient and Outpatient Care: A Retrospective Cross-Sectional Study.Health science reports · 2026Article
- Leveraging the electronic health records to mitigate the effects of a nation-wide shortage of blood culture bottles.JAMIA open · 2026Article
- Improving adherence to appropriate use criteria for paediatric supracondylar humerus fractures: a three-cycle quality improvement project.BMJ open quality · 2025Article
- Partner-developed electronic health record tools to facilitate social risk-informed care planning.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- Adoption of shared decision-making and clinical decision support for reducing cardiovascular disease risk in community health centers.JAMIA open · 2023Article
- A Roadmap for Modifying Clinician Behavior to Improve the Detection of Cognitive Impairment.Journal of general internal medicine · 2023Article
- EDAS method for decision support modeling under the Pythagorean probabilistic hesitant fuzzy aggregation information.Journal of ambient intelligence and humanized computing · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundUnderuse 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.
methodsWe 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.
resultsThirty-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.
conclusionsSome 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.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.