ReviewYearbook of medical informatics2020
Clinical Decision Support and Implications for the Clinician Burnout Crisis.
Review in Yearbook of medical informatics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 2 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
46 citing papers in PubMed, 2 syntheses or guidelines pooled it, 79 citations in OpenAlex.
- Emergency Department Programs to Support Medication Safety in Older Adults: A Systematic Review and Meta-Analysis.JAMA network open · 2025Pooled 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
- Are asynchronous or synchronous clinical decision support more likely to change provider behavior? A case study in dementia.Journal of the American Medical Informatics Association : JAMIA · 2026Trial
- Artificial Intelligence and Clinician Burnout in the United States: A Narrative Review.Cureus · 2026Review
- Article
- Auditor models to suppress poor artificial intelligence predictions can improve human-artificial intelligence collaborative performance.Journal of the American Medical Informatics Association : JAMIA · 2026Article
- Pragmatic Integration of User-Centered Design and Implementation Science: A New Methodological Approach for Clinical Decision Support Implementation in EHRs.Applied clinical informatics · 2025Article
- A mixed methods evaluation of an antimicrobial prescribing clinical decision support system app.npj antimicrobials and resistance · 2025Article
- Clinical Decision-Making and Use of Clinical Decision Support When Clinicians are Fatigued in an Emergency Department: A Qualitative Study.Applied clinical informatics · 2025Article
- Article
- Efficacy of a Multicenter Hospital Network's Approach to Enacting Blood Culture Stewardship During a Global Shortage.Open forum infectious diseases · 2025Article
- Noninterruptive tool to support provider malnutrition documentation and minimize documentation queries.JAMIA open · 2025Article
- Challenges to Reduce Alert Burden Using Current Decision Support Infrastructure in Two Commercial EHR Systems: Lessons Learned and Path Forward.Applied clinical informatics · 2025Article
- Expectations of Intensive Care Physicians Regarding an AI-Based Decision Support System for Weaning From Continuous Renal Replacement Therapy: Predevelopment Survey Study.JMIR medical informatics · 2025Article
- Antihypertensive drug-related problems in Vietnamese ambulatory care.Scientific reports · 2025Article
- A balancing act: the promise and pitfalls of clinical decision support.Proceedings (Baylor University. Medical Center) · 2025Article
- Clinical decision support systems' effect in reducing medication errors and adverse drug events: an expanded review from Making Healthcare Safer IV.BMJ digital health & AI · 2025Review
- The BrainHealth Databank: a systems approach to data-driven mental health care and research.Frontiers in neuroinformatics · 2025Article
- Pharmacogenomic augmented machine learning in electronic health record alerts: A health system-wide usability survey of clinicians.Clinical and translational science · 2024Article
- Optimizing Decision Support Alerts to Reduce Telemetry Duration: A Multicenter Evaluation.Applied clinical informatics · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesThis survey aimed to review aspects of clinical decision support (CDS) that contribute to burnout and identify key themes for improving the acceptability of CDS to clinicians, with the goal of decreasing said burnout.
methodsWe performed a survey of relevant articles from 2018-2019 addressing CDS and aspects of clinician burnout from PubMed and Web of Science™. Themes were manually extracted from publications that met inclusion criteria.
resultsEighty-nine articles met inclusion criteria, including 12 review articles. Review articles were either prescriptive, describing how CDS should work, or analytic, describing how current CDS tools are deployed. The non-review articles largely demonstrated poor relevance and acceptability of current tools, and few studies showed benefits in terms of efficiency or patient outcomes from implemented CDS. Encouragingly, multiple studies highlighted steps that succeeded in improving both acceptability and relevance of CDS.
conclusionsCDS can contribute to clinician frustration and burnout. Using the techniques of improving relevance, soliciting feedback, customization, measurement of outcomes and metrics, and iteration, the effects of CDS on burnout can be ameliorated.
Indexed as
Identifiers
What Socratic 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 Socratic graph.