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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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.

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Implication

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

Cite This Study

Martini et al. (2025) studied this question.

synapsesocial.com/papers/68c23887b210217d6477829a https://doi.org/10.2196/preprints.83030

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Implication

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

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

Key Points

Discussion

Implication

Cite This Study

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

Key Points

Discussion

Implication

Cite This Study

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Also Consider