The double-edged sword of generative AI in dermatology: a multi-component cross-sectional study on physician burnout, patient satisfaction, and communication quality - Summary - MDSpire

The double-edged sword of generative AI in dermatology: a multi-component cross-sectional study on physician burnout, patient satisfaction, and communication quality

  • By

  • Yunpeng Wei

  • Hong Xu

  • Yuan Hu

  • July 8, 2026

  • 0 min

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Objective:

To investigate the impact of generative artificial intelligence (GenAI) on clinician–patient communication in dermatology.

Approach:
  • Method: label
  • Method: text
Key Findings:
  • Physician GenAI use frequency was associated with lower emotional exhaustion and higher communication self-efficacy.
  • Patient GenAI users reported higher communication satisfaction than non-users.
  • AI-assisted conditions showed higher scores in information gathering, information giving, structural efficiency, and total score.
  • Humanistic care showed a reduction in the AI-assisted condition, but this difference did not reach statistical significance.
Interpretation:

GenAI-assisted preparation was associated with stronger information organization and communicative efficiency in dermatology.

Limitations:
  • The study is exploratory and conducted in a limited geographical area.
  • Findings may not be generalizable to other specialties or settings.
  • The impact of AI on humanistic care requires further investigation.
Conclusion:

GenAI should be positioned as a supportive tool rather than a replacement for clinical judgment or relational care.

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