Decision Framework for AI-Driven Antibiotic Stewardship Strategies

A hybrid decision framework combining Multi-Criteria Decision Analysis (MCDA) and cost-effectiveness analysis. The framework, created by Vinaytosh Mishra, is provided as a 503.7 KB collection of DOCX, PDF, and XLSX files. It was last updated in April 2026.

Use Cases

• Compare antibiotic stewardship strategies using cost-effectiveness metrics from the XLSX workbook.
• Apply the MCDA framework to rank AI interventions based on criteria weights defined in the documentation.
• Simulate context-sensitive evaluations by adjusting priority variables for different healthcare settings as outlined in the PDF.

Strengths

• Framework documentation is under a permissive CC-BY-4.0 license.
• Includes both theoretical documentation (PDF/DOCX) and a practical implementation tool (XLSX).

Limitations

• The dataset is very small at 503.7 KB, containing framework documentation rather than empirical patient or clinical trial data.
• No sample data or column descriptions are provided to validate the framework's application.
• The future 'last updated' date of 2026-04 04 suggests the metadata may be incorrect or the resource is a pre-publication placeholder.

Provenance

Source

Vinaytosh Mishra via figshare.

Collection Method

Conceptual framework development and documentation.

Time Range

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Freshness

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Geography

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