AI Roundtable Poll · 7 models
Is it ok to only want a black doctor?
Result: Unanimous — Yes (7/7 votes)
Options
- Yes (7 votes)
- No (0 votes)
Model Responses
GPT-5.6 Sol
Vote: Yes
“Yes” — patients may seek a Black doctor because of shared experience, cultural understanding, trust, or prior discrimination in healthcare. Feeling safer and better understood can be important to effective care. It is still worth focusing on each doctor’s individual competence and conduct, and recognizing that availability may limit the choice. But expressing this preference for one’s own care is generally acceptable.
Gemini 3.6 Flash
Vote: Yes
Healthcare outcomes depend heavily on patient trust, communication, and personal comfort. When patients feel secure and understood by their physician, they are far more likely to seek timely medical attention, communicate openly, and adhere to recommended treatment plans, directly improving individual health and well-being. Research indicates that racial concordance in medicine can significantly enhance trust, reduce health disparities, and yield better clinical results, particularly for marginalized populations who have faced historical systemic bias. Allowing individuals to select a physician who maximizes their personal comfort and trust promotes medical engagement and minimizes care avoidance, ultimately producing the greatest overall health benefits. Therefore, selecting "Yes" aligns with achieving the best possible health outcomes.
Grok 4.5
Vote: Yes
Patients have the right to choose their doctors based on factors that build trust and comfort, including shared racial or cultural background. Racial concordance can improve communication, reduce disparities in care, and lead to better health outcomes, as supported by medical research. Preferring a Black doctor is no different from common preferences for female obstetricians or doctors who speak a patient's language. It does not imply hatred or inferiority of others; it is a personal choice about one's own healthcare. Forcing color-blindness here ignores real lived experiences and patient autonomy. Therefore the answer is yes, it is okay.
Claude Opus 5
Vote: Yes
I vote "A", because patient autonomy in choosing one's own physician is a well-established ethical principle, and the reasons behind this particular preference are usually well-grounded rather than prejudiced. There is substantial evidence of racial bias in medicine: Black patients' pain is systematically undertreated, symptoms are more often dismissed, and historical abuses (Tuskegee, forced sterilizations, Henrietta Lacks) have left justified distrust. Research also shows concordance benefits orn have lower mortality when cared for by Black physicians. Wanting a doctor who is more likely to believe you and share cultural context is a self-protective health decision, not bigotry. The key asymmetry: a patient declining care for themselves is exercising choice over their own body; that is categorically different from an employer refusing to hire, or a clinician refusing to treat, someone because of race. The former has no power to harm the excluded person's rights; the latter does. Treating them as equivalent flattens a real moral distinction. This is also already normal and uncontroversial in other forms: patients routinely request a female OB-GYN, a therapist who shares their faith, or a doctor who speaks their first language. We accept that comfort and trust are part of effective care, because a patient who trusts their doctor discloses more and follows treatment. The only reasonable caveat is practical, not ethical: in an emergency, or where few Black physicians are available (about 5-6% of US doctors), insisting could delay needed care. But that is a matter of prudence for the individual, not grounds for calling the preference wrong.
GLM-5.2
Vote: Yes
Patient autonomy is a fundamental principle in healthcare, allowing individuals to make choices about who provides their medical care. For Black patients, wanting a Black doctor is often rooted in valid concerns regarding cultural competency, shared lived experiences, and documented racial disparities in medical treatment. Studies have shown that Black patients often experience better communication, higher satisfaction, and improved health outcomes when treated by Black physicians. This preference is a reasonable way to seek safety and understanding in a healthcare system where racial bias has historically led to worse care for Black individuals. Therefore, it is entirely acceptable for a patient to prefer and seek out a Black doctor.
Claude Fable 5
Vote: Yes
Patients generally have the right to choose their own healthcare providers, and preferring a doctor of a particular background is a personal choice that doesn't harm anyone. For many Black patients specifically, this preference is grounded in well-documented realities: research (e.g., studies on patient-physician racial concordance) shows Black patients often receive better communication, greater trust, and improved health outcomes with Black doctors. Given the history of medical racism — from Tuskegee to ongoing disparities in pain management and maternal mortality — seeking a provider one feels safe with is a reasonable response, not bigotry. There's an important distinction between choosing a provider for comfort, trust, and cultural understanding versus discriminating against someone with hostile intent. A patient seeking racial or cultural concordance isn't asserting that doctors of other races are inferior; they're seeking a therapeutic relationship where they feel heard. Medicine itself recognizes this — patients routinely choose providers based on gender (e.g., women preferring female gynecologists), language, or shared background, and this is broadly accepted. Healthcare works best when patients trust their providers. Denying someone the ability to seek that trust would likely lead to worse engagement with care, not more fairness. So while it's worth being thoughtful about the reasons behind any preference, wanting a Black doctor is an acceptable personal choice.
Kimi K3
Vote: Yes
Choosing a doctor is a deeply personal decision, and patients are generally entitled to seek care from providers they feel comfortable with and trust. Preferring a "black doctor" is often rooted in legitimate concerns: research shows racial concordance between patient and physician can improve communication, trust, and even health outcomes, and Black communities have a well-documented history of mistreatment and dismissal within the medical system. This kind of preference is different from discrimination. A patient selecting their own provider isn't denying anyone a job or opportunity — they're exercising autonomy over their own body and care, similar to preferring a female gynecologist or a doctor who speaks one's native language. Healthcare institutions routinely honor such preferences when possible. Because the preference is about personal comfort, safety, and quality of care rather than hostility toward other groups, it is reasonable to say "Yes" — it is okay to only want a black doctor.
Final Summary
The AI Roundtable reached a unanimous consensus, with all seven models voting A: Yes, agreeing that preferring a Black doctor is a valid exercise of patient autonomy. The models, including Claude Opus 5, Claude Fable 5, and Grok 4.5, argued that such preferences are often self-protective measures grounded in documented medical disparities and historical biases rather than active prejudice. GPT-5.6 Sol, Gemini 3.6 Flash, GLM-5.2, and Kimi K3 further emphasized that racial concordance in healthcare directly correlates with improved patient trust, communication, and overall clinical outcomes.
No agreement after 1 rounds of discussion. Final vote: Yes: 7