Task-Based Analysis of AI-Driven Clinical Work Transformation in Diabetes Care

Vinaytosh Mishra's dataset contains raw data and calculations for a Delphi and Fuzzy DEMATEL study on AI-driven transformation of clinical work in diabetes care. The data is stored in a 20.8 KB Excel file and was last updated on April 24, 2026. It is shared under a CC-BY-4.0 license on the figshare platform.

Use Cases

• Analyzing expert consensus on AI-driven clinical tasks based on the Delphi study methodology mentioned in the description
• Modeling cause-effect relationships between transformation factors based on the Fuzzy DEMATEL analysis mentioned in the description
• Studying the perceived transformation of clinical work in diabetes care based on the task-based analysis framework

Strengths

• Data is openly shared under a permissive CC-BY-4.0 license.
• The 20.8 KB file size indicates a focused, manageable dataset for analysis.
• The description explicitly states the dataset contains both raw data and calculations for the study.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• The description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare

Collection Method

Likely collected via expert surveys for a Delphi and Fuzzy DEMATEL study.

Freshness

Last updated 2026-04-24 17:59:23; freshness should be verified.