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September 5, 2025Open Access

Exploring patient perceptions of artificial intelligence (AI) in diabetes self-management: foundations for an AI-integrated shared decision-making model (Preprint)

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Authors

NMNataly MartiniUniversity of AucklandNDNavneet DhaliwalPost Graduate Institute of Medical Education and ResearchEAE. AlipourUniversity of Auckland

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Overview

Cross-sectional survey examines preferences for AI versus healthcare provider involvement in diabetes management, suggesting task-specific openness to AI.

Key Points

  • Participants rated AI as moderately useful for diabetes self-management tasks, especially for data-driven activities.
  • Moderate to low perceptions of healthcare provider involvement in most self-management tasks were recorded across the sample of 48 participants.
  • Stepwise linear regression identified perceived usefulness of AI as a significant predictor of preference for AI support in self-management tasks.
  • Task-specific preferences indicate that while patients welcome AI in structured tasks, personal reflection remains a domain favorably reserved for healthcare providers.

Cite This Study

Martini et al. (2025) studied this question.

synapsesocial.com/papers/68bb3d552b87ece8dc956085https://doi.org/10.2196/preprints.83030
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