What Patients Want From AI-Drafted Portal Messages—Empathy in the In-Basket - Summary - MDSpire

What Patients Want From AI-Drafted Portal Messages—Empathy in the In-Basket

  • By

  • Teva Brender

  • Elizabeth Dzeng

  • July 7, 2026

  • 0 min

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Objective:

To explore patient perspectives on AI-generated communications in healthcare and the importance of empathy in messaging.

Approach:
  • Study Design: Conducted 40 in-depth, semistructured interviews at a single academic health center.
Key Findings:
  • Patients are amenable to AI-drafted messages if AI use is disclosed and clinicians retain oversight.
  • Patients view portals as transactional and do not expect deeply personal messages for routine tasks.
  • Preferences for message tone, length, and detail vary based on the clinical context.
  • In lower-stakes situations, concise AI-generated responses are preferred; in higher-stakes situations, preferences are mixed.
Interpretation:

Limitations:
  • The study reflects a specific snapshot in time and may not capture evolving patient perspectives as AI technology and social norms change.
  • The sample was limited to a single academic health center, which may not represent broader patient populations.
Conclusion:

Sources:

Original Source(s)

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