Automated Health Care Messages and Unexpected Patient Responses - Summary - MDSpire

Automated Health Care Messages and Unexpected Patient Responses

  • By

  • Shane R. Mueller

  • Courtney R. Kraus

  • Amy N. Duckro

  • Claudia A. Steiner

  • Julie James

  • John F. Steiner

  • June 8, 2026

  • 0 min

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Objective:

To characterize the range and diversity of patient communications in response to automated text messages and inform more responsive message handling, emphasizing the importance of patient engagement.

Key Findings:
  • Patients often responded in unanticipated ways that fell outside the limited reply options of automated systems, such as expressing confusion or providing additional context.
  • Misinterpretations of patient responses could lead to accidental removal from messaging lists and unaddressed needs, highlighting the need for clearer communication.
  • The study identified a range of patient communications, including important but infrequent messages, such as notifications of significant life events.
Interpretation:

The responses reflect gaps in how automated systems engage patients as active participants in their care, suggesting a need for redesign to accommodate diverse communication styles.

Limitations:
  • The study focused on a single integrated health care system, limiting generalizability to other contexts.
  • Messages from other systems were excluded, potentially omitting relevant data, and there may be biases in the types of responses collected.
Conclusion:

The findings highlight the need for automated systems to better accommodate unstructured patient input, suggesting strategies such as expanding response options and improving system understanding of varied patient communications.

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