SynthesisPloS one2021
Socioeconomic, racial and ethnic differences in patient experience of clinician empathy: Results of a systematic review and meta-analysis.
Synthesis in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
What it found
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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.
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Who cites it
23 citing papers in PubMed, 55 citations in OpenAlex.
- Trial
- Empathic Communication in Specialty Palliative Care Encounters: An Analysis of Opportunities and Responses.Journal of palliative medicine · 2022Trial
- A scoping review on the use of virtual patients for enhancing empathy in medical students.Medical education online · 2026Article
- Poverty Simulations: Are the Learning Outcomes Consistently and Uniformly Positive?Journal of dental education · 2026Article
- Therapeutic empathy in remote consultations in general practice: a realist review protocol.BMJ open · 2026Article
- Ethnicity and clinical empathy in primary care consultations: a web-based experiment.BJGP open · 2026Article
- Who becomes a dermatologist? A repeated cross-sectional study on diversity in the Dutch dermatology workforce.PloS one · 2026Article
- Article
- Therapeutic modulation of empathy: pharmacological, neurostimulation, and behavioral approaches.Frontiers in psychology · 2026Review
- The Reliability and Validity of Chinese Version of JSPE-HP Among Doctors From Primary-Level Clinics: A Cross-Sectional Study.Health science reports · 2025Article
- The effect of clinician-expressed empathy and nocebo-alleviating information on breast-cancer-patients' anxiety and side effects during active chemotherapy: A clinical feasibility study.PEC innovation · 2025Article
- How do patient and practitioner characteristics influence empathy in healthcare? Protocol for a systematic review and meta-analysis.BMJ open · 2025Article
- Legacy of the VOICES Project: Pausing for, Listening to, and Sharing Patient Narratives.Journal of patient-centered research and reviews · 2025Article
- Visualizing Empathy in Patient-Practitioner Interactions Using Eye-Tracking Technology: Proof-of-Concept Study.JMIR formative research · 2024Article
- What makes a good general practice consultation? An exploratory pilot study with people from a low socioeconomic background.BJGP open · 2024Article
- Experiences of physical healthcare services in Māori and non-Māori with mental health and substance use conditions.The Australian and New Zealand journal of psychiatry · 2024Article
- Psychometric evaluation of the 'Jefferson Scale of Empathy' in a sample of nursing students in the United Kingdom.Nursing open · 2024Article
- Quantitative measurement of empathy and analysis of its correlation to clinical factors in korean patients with chronic diseases.Clinical hypertension · 2023Article
- Turning diversity from a barrier to a facilitator of empathy in health care.The British journal of general practice : the journal of the Royal College of General Practitioners · 2023Article
- Possible alleviation of symptoms and side effects through clinicians' nocebo information and empathy in an experimental video vignette study.Scientific reports · 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
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionEmpathy is essential for high quality health care. Health care disparities may reflect a systemic lack of empathy for disadvantaged people; however, few data exist on disparities in patient experience of empathy during face-to-face health care encounters with individual clinicians. We systematically analyzed the literature to test if socioeconomic status (SES) and race/ethnicity disparities exist in patient-reported experience of clinician empathy.
methodsUsing a published protocol, we searched Ovid MEDLINE, PubMed, CINAHL, EMBASE, CENTRAL and PsychINFO for studies using the Consultation and Relational Empathy (CARE) Measure, which to date is the most commonly used and well-validated methodology for measuring clinician empathy from the patient perspective. We included studies containing CARE Measure data stratified by SES and/or race/ethnicity. We contacted authors to request stratified data, when necessary. We performed quantitative meta-analyses using random effects models to test for empathy differences by SES and race/ethnicity.
resultsEighteen studies (n = 9,708 patients) were included. We found that, compared to patients whose SES was not low, low SES patients experienced lower empathy from clinicians (mean difference = -0.87 [95% confidence interval -1.72 to -0.02]). Compared to white patients, empathy scores were numerically lower for patients of multiple race/ethnicity groups (Black/African American, Asian, Native American, and all non-whites combined) but none of these differences reached statistical significance.
conclusionThese data suggest an empathy gap may exist for patients with low SES. More research is needed to further test for SES and race/ethnicity disparities in clinician empathy and help promote health care equity.
trial registrationRegistration (PROSPERO): CRD42019142809.
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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.