Evidence map›Paper›PMID 28249596›Full record

SynthesisBMC medical ethics2017

Implicit bias in healthcare professionals: a systematic review.

Chloë FitzGerald, Samia Hurst

3 registry-linked trialsAbstract readSystematic Review
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
904citing papers in PubMed, 13 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

NCT04508543 completednot on this mapstarted 2021, after this paper: background citation

Assessing Patient-provider Interactions During the Preoperative Anesthesia Consult

TypeobservationalSponsorOregon Health and Science UniversityRan2021 to 2025Enrolled110ConditionsRacism, Healthcare Disparities, Minority HealthArmsNon-verbal communication score
NCT05165888 nacompletednot on this mapstarted 2022, after this paper: background citation

Targeting Bias to Reduce Disparities in End of Life Care: Clinician Communication Behavior in Simulated Patient Encounters Study

TypeinterventionalSponsorMontefiore Medical CenterRan2022 to 2024Enrolled22ConditionsTerminal Illness, Critical IllnessArmsCommunication and Bias Mitigation Training, Communication skills training
NCT06630507 not yet recruitingnot on this mapstarted 2024, after this paper: background citation

Measuring Change in Overcoming Implicit Biases in Behavior by Emergency Care Center Providers

TypeobservationalSponsorSarasota Memorial Health Care SystemRan2024 to 2026Enrolled110ConditionsImplicit BiasArmsEducational module
3 · Its place in the literature

Who cites it

904 citing papers in PubMed, 13 syntheses or guidelines pooled it.

  1. Pooled it
  2. 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 · 2026
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  7. Discrimination and Gender: An Umbrella Review of Psychological Evidence.International journal of environmental research and public health · 2026
    Pooled it
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  9. Guideline
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  11. 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 · 2025
    Pooled it
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  20. When Nurses Witness Discrimination: Epistemological Silence and the Nursing Justice Reflexivity Framework.Nursing philosophy : an international journal for healthcare professionals · 2026
    Article

844 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Chloë FitzGeraldInstitute for Ethics, History, and the Humanities, Faculty of Medicine University of Geneva, Genève, Switzerland. chloe.fitzgerald@unige.ch.
Samia HurstInstitute for Ethics, History, and the Humanities, Faculty of Medicine University of Geneva, Genève, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Attitude of Health PersonnelHealthcare DisparitiesHealth PersonnelPrejudiceProfessional-Patient RelationsUnconscious, PsychologyHumansAttitudes of health personnelHealthcare disparitiesImplicit biasPrejudiceStereotyping

Identifiers

PMID28249596
PMCPMC5333436

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.