SynthesisBMC medical ethics2017
Implicit bias in healthcare professionals: a systematic review.
Synthesis in BMC medical ethics, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 3 registered trials, which are not on this map. Cited by 904 papers, 13 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.
Assessing Patient-provider Interactions During the Preoperative Anesthesia Consult
Targeting Bias to Reduce Disparities in End of Life Care: Clinician Communication Behavior in Simulated Patient Encounters Study
Measuring Change in Overcoming Implicit Biases in Behavior by Emergency Care Center Providers
Who cites it
904 citing papers in PubMed, 13 syntheses or guidelines pooled it.
- Interventions to Mitigate Implicit Racial Bias in Graduate Medical Education Trainees: A Systematic Review.Journal of racial and ethnic health disparities · 2026Pooled it
- Interventions to improve Cultural Safety in healthcare in CANZUS countries: a systematic mixed studies review of First Nations Peoples' experiences.International journal for quality in health care : journal of the International Society for Quality in Health Care · 2026Pooled it
- Sex-specific pain management and outcomes in pediatric elective posterior spinal fusion: a database review.Spine deformity · 2026Pooled it
- Association Between Patient Race/Ethnicity, Health Literacy, Socio-Economic Status, and Incidence of Medication Errors: A Systematic Review.Journal of racial and ethnic health disparities · 2026Pooled it
- The Perpetual Cycle of Racial Bias in Healthcare and Healthcare Education: A Systematic Review.Journal of racial and ethnic health disparities · 2026Pooled it
- Pooled it
- Discrimination and Gender: An Umbrella Review of Psychological Evidence.International journal of environmental research and public health · 2026Pooled it
- Optimising adherence to inpatient rehabilitation trial protocols: A mixed-methods systematic review.Clinical trials (London, England) · 2025Pooled it
- Communicating neurological prognosis in the prenatal period: a narrative review and practice guidelines.Pediatric research · 2025Guideline
- Part 3: Ethics: 2025 American Heart Association Guidelines for Cardiopulmonary Resuscitation and Emergency Cardiovascular Care.Circulation · 2025Guideline
- Sex disparities in chlamydia and gonorrhea treatment in U.S. adult emergency departments: A systematic review and meta-analysis.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2025Pooled it
- Quality measures in the delivery of equitable endoscopic care to traditionally underserved patients in the United States.Gastrointestinal endoscopy · 2025Guideline
- Advancing genetic counselling in Southern Africa: Unveiling opportunities for inclusive healthcare and genomic education for Angola.Saudi medical journal · 2025Pooled it
- Chronic Pain Locations, Characteristics, and Associations With Other Symptoms in Adults Receiving Maintenance Hemodialysis: Findings From the HOPE Consortium Trial.American journal of kidney diseases : the official journal of the National Kidney Foundation · 2026Trial
- Intentions, practices, and social representations regarding breastfeeding among women experiencing social disadvantage: findings from the qualitative component of the ECAIL trial.International breastfeeding journal · 2026Trial
- Effects of Implicit Racial Bias and Standardized Patient Race on Genetic Counseling Students' Patient-Centered Communication.Health communication · 2025Trial
- Racial and Ethnic Disparities in the Utilization and Outcomes of Catheter Ablation for Atrial Fibrillation and Flutter: a State-of-the-Art Review.Current cardiology reports · 2026Review
- Barriers to Women's Leadership in Nursing: A Rapid Evidence Assessment and Proposal for an Integrated Theoretical Framework.Journal of advanced nursing · 2026Review
- Barriers to Maternal Presence at the Bedside of Infants With Neonatal Opioid Withdrawal Syndrome.Cureus · 2026Article
- When Nurses Witness Discrimination: Epistemological Silence and the Nursing Justice Reflexivity Framework.Nursing philosophy : an international journal for healthcare professionals · 2026Article
844 more citing papers are in PubMed but not listed here.
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.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundImplicit biases involve associations outside conscious awareness that lead to a negative evaluation of a person on the basis of irrelevant characteristics such as race or gender. This review examines the evidence that healthcare professionals display implicit biases towards patients.
methodsPubMed, PsychINFO, PsychARTICLE and CINAHL were searched for peer-reviewed articles published between 1st March 2003 and 31st March 2013. Two reviewers assessed the eligibility of the identified papers based on precise content and quality criteria. The references of eligible papers were examined to identify further eligible studies.
resultsForty two articles were identified as eligible. Seventeen used an implicit measure (Implicit Association Test in fifteen and subliminal priming in two), to test the biases of healthcare professionals. Twenty five articles employed a between-subjects design, using vignettes to examine the influence of patient characteristics on healthcare professionals' attitudes, diagnoses, and treatment decisions. The second method was included although it does not isolate implicit attitudes because it is recognised by psychologists who specialise in implicit cognition as a way of detecting the possible presence of implicit bias. Twenty seven studies examined racial/ethnic biases; ten other biases were investigated, including gender, age and weight. Thirty five articles found evidence of implicit bias in healthcare professionals; all the studies that investigated correlations found a significant positive relationship between level of implicit bias and lower quality of care. DISCUSSION: The evidence indicates that healthcare professionals exhibit the same levels of implicit bias as the wider population. The interactions between multiple patient characteristics and between healthcare professional and patient characteristics reveal the complexity of the phenomenon of implicit bias and its influence on clinician-patient interaction. The most convincing studies from our review are those that combine the IAT and a method measuring the quality of treatment in the actual world. Correlational evidence indicates that biases are likely to influence diagnosis and treatment decisions and levels of care in some circumstances and need to be further investigated. Our review also indicates that there may sometimes be a gap between the norm of impartiality and the extent to which it is embraced by healthcare professionals for some of the tested characteristics.
conclusionsOur findings highlight the need for the healthcare profession to address the role of implicit biases in disparities in healthcare. More research in actual care settings and a greater homogeneity in methods employed to test implicit biases in healthcare is needed.
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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.