outcomes-attribution
CommunityAttribute health outcomes to interventions.
#causal inference#healthcare analytics#value-based care#outcomes attribution#program evaluation#health services research
Authorwassemgtk
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps determine the causal impact of specific clinical interventions, programs, or policy changes on observed health outcomes, enabling better resource allocation and performance justification.
Core Features & Use Cases
- Causal Inference: Applies advanced statistical methods (DID, ITS, PSM, IV, RD) to isolate intervention effects.
- Attribution Allocation: Distributes credit for outcomes when multiple interventions are active.
- Use Case: A hospital wants to prove that its new diabetes management program led to a reduction in ER visits, not just general market trends, for value-based care negotiations.
Quick Start
Use the outcomes-attribution skill to analyze the impact of the new diabetes program on ER visits using pre- and post-intervention data.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: outcomes-attribution Download link: https://github.com/wassemgtk/skills-testing/archive/main.zip#outcomes-attribution Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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