Decision Framework for AI-Driven Antibiotic Stewardship Strategies

Vinaytosh Mishra's framework proposes a hybrid decision method combining Multi-Criteria Decision Analysis (MCDA) and cost-effectiveness analysis. The 503.7 KB resource includes files in DOCX, PDF, and XLSX formats. It was last updated in April 2026.

Use Cases

• Compare antibiotic stewardship strategies using cost-effectiveness metrics from the XLSX tables.
• Apply the MCDA framework to weight clinical outcomes, cost, and resistance risk for strategy ranking.
• Simulate context-sensitive evaluations by adjusting priority weights for different healthcare settings as described in the DOCX/PDF methodology.

Strengths

• Framework is openly licensed under CC-BY-4.0.
• Provides methodology documentation in PDF/DOCX and likely supporting data tables in XLSX.

Limitations

• The 503.7 KB size indicates a limited scope, likely a conceptual framework with illustrative examples rather than a large dataset.
• No sample data or column details are available to verify implemented analyses.
• Real-world validation and application data are not included.

Provenance

Source

Vinaytosh Mishra via figshare.

Collection Method

Conceptual framework and proposed methodology.

Time Range

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Freshness

Updated April 2026.

Geography

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