Trust and Confidence in Health Data Sharing with Commercial Companies

Mackenzie Graham from the University of Oxford presents a conceptual paper arguing for a shift from trust to confidence in systems for sharing health data with commercial companies. The text discusses the philosophical distinctions between trust, reliability, and confidence within the context of AI and healthcare partnerships. It outlines a proposed framework for a confidence-worthy data-sharing system.

Use Cases

• Analyzing philosophical arguments about trust and confidence based on the conceptual distinctions made in the text.
• Studying ethical frameworks for health data partnerships based on the proposed system outline.
• Researching attitudes towards commercial data use in healthcare based on the discussion of institutional partnerships.

Strengths

• Authored by a researcher at the University of Oxford, a recognized academic institution.
• Addresses a timely topic at the intersection of AI ethics, healthcare, and data governance.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

University of Oxford

Collection Method

Conceptual academic paper.