Does portal writing style contribute to disparities in clinician response?
MDSpire News
August 27, 2026
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The study analyzed 3.6 million patient-initiated messages to assess disparities in clinician response based on writing style and content.
Black patients had a 3.7-percentage point lower response rate from target clinicians compared to White patients, indicating a significant disparity.
Writing style accounted for 48% of the target clinician response gap among Black patients, highlighting its influence over response differences.
Characteristics such as using the clinician's name, positive sentiment, and message length were associated with higher response rates.
The study's limitations include its single health system data source and the inability to capture all aspects of message content or writing style.
This content is an AI-generated, fully rewritten summary based on a published scholarly article. It does not reproduce the original text and is not a substitute for the original publication. Readers are encouraged to consult the source for full context, data, and methodology.
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