ArticlePloS one2020
Decision making biases in the allied health professions: A systematic scoping review.
Article in PloS one, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 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
43 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Systematic review and meta-analysis of educational approaches to reduce cognitive biases among students.Nature human behaviour · 2025Pooled it
- Criteria to Report Adverse Drug Withdrawal Events in Clinical Trials: A Systematic Review.Journal of the American Geriatrics Society · 2025Pooled it
- Educational considerations based on medical student use of polygenic risk information and apparent race in a simulated consultation.Genetics in medicine : official journal of the American College of Medical Genetics · 2022Trial
- Translating evidence into practice: a longitudinal qualitative exploration of allied health decision-making.Health research policy and systems · 2021Trial
- The silent alarm: Ethical and cognitive discomfort in palliative care decision-making.Palliative & supportive care · 2026Article
- Does Skin Color Influence Differential Diagnosis Generation in a Simulated Cardiac Arrest?The western journal of emergency medicine · 2026Article
- Implicit Bias in Health Professionals: A Scoping Review.International journal of environmental research and public health · 2026Article
- An evaluation of factors affecting the usefulness and sustainability of inter-pharmacist case conferences.Journal of pharmaceutical health care and sciences · 2026Article
- Supervised machine learning model to predict total knee replacement in a large osteoartrhitis real-world evidence dataset using retrospectively 20-year insurance data from Israel.BMC medical informatics and decision making · 2026Article
- Teaching common cognitive biases and associated errors in veterinary neurologic diagnosis using clinical vignettes: a narrative review.Frontiers in veterinary science · 2026Review
- Pharmacists' implicit bias in suicide screening of male patients: an experimental vignette study.Journal of pharmaceutical policy and practice · 2026Article
- Exploring confidence in recognizing oral cancer among dentists and dental students.Clinical oral investigations · 2025Article
- Article
- An Adaptation of Perceived Causal Networks for Children and Adolescents (PECAN-CA): An Evaluation of its Reliability and Feasibility.Child psychiatry and human development · 2025Article
- Recommending 24-hour attendant care: A qualitative study exploring the clinical decision-making process of occupational therapists in Ontario, Canada.Clinical rehabilitation · 2025Article
- Navigating care and communication: a qualitative study on nurses' perspectives in response centres.BMC nursing · 2025Article
- Exploring the practice principles and beliefs of trans-care providers working with trans and detrans youth: A survey-based analysis.International journal of transgender health · 2025Article
- Decisions, decisions, decisions. A qualitative exploration of decision-making in performance support leaders.Frontiers in sports and active living · 2025Article
- Healthcare providers' psychological investment in clinical recommendations: Investigating the role of implicit racial attitudes.Social science & medicine (1982) · 2024Article
- Measurement Matters: A Metrological Approach to Renal Preimplantation Biopsy Evaluation to Address Uncertainty in Organ Selection.Transplantation direct · 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
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesCognitive and other biases can influence the quality of healthcare decision making. While substantial research has explored how biases can lead to diagnostic or other errors in medicine, fewer studies have examined how they impact the decision making of other healthcare professionals. This scoping review aimed to identify and synthesise a broad range of research investigating whether decisions made by allied health professionals are influenced by cognitive, affective or other biases. MATERIALS AND
methodsA systematic literature search was conducted in five electronic databases. Title, abstract and full text screening was undertaken in duplicate, using prespecified eligibility criteria designed to identify studies attempting to demonstrate the presence of bias when allied healthcare professionals make decisions. A narrative synthesis was undertaken, focussing on the type of allied health profession, type of decision, and type of bias reported within the included studies.
resultsThe search strategy identified 149 studies. Of these, 119 studies came from the field of psychology, with substantially fewer from social work, physical and occupational therapy, speech pathology, audiology and genetic counselling. Diagnostic and assessment decisions were the most common decision types, with fewer studies assessing treatment, prognostic or other clinical decisions. Studies investigated the presence of over 30 cognitive, affective and other decision making biases, including stereotyping biases, anchoring, and confirmation bias. Overall, 77% of the studies reported at least one outcome that represented the presence of a bias.
conclusionThis scoping review provides an overview of studies investigating whether decisions made by allied health professionals are influenced by cognitive, affective or other biases. Biases have the potential to seriously impact the quality, consistency and accuracy of decision making in allied health practice. The findings highlight a need for further research particularly in professional disciplines outside of psychology, using methods that reflect real life healthcare decision making.
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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.