Learning Collaboratives: Insights And A New Taxonomy From AHRQ's Two Decades Of Experience

Area of Science:

• Health Services Research
• Healthcare Innovation Diffusion
• Quality Improvement Science

Background:

• Learning collaboratives are key mechanisms for disseminating healthcare innovations and evidence.
• Understanding factors influencing the success or failure of these collaboratives is crucial for effective implementation.
• The Agency for Healthcare Research and Quality (AHRQ) has extensive experience sponsoring collaboratives for nearly two decades.

Purpose of the Study:

• To characterize attributes of AHRQ-sponsored learning collaboratives.
• To identify factors contributing to their success or failure.
• To assess challenges encountered during collaborative implementation and propose a guiding taxonomy.

Main Methods:

• Review of literature on learning collaboratives.
• Analysis of Agency for Healthcare Research and Quality (AHRQ) experience with sponsored collaboratives.
• Development of a taxonomy based on empirical insights and existing knowledge.

Main Results:

• Learning collaboratives are complex interventions with multifaceted success factors.
• Key attributes and challenges were identified through AHRQ's long-standing experience.
• A proposed taxonomy offers guidance for designing, funding, and evaluating future collaboratives.

Conclusions:

• A structured understanding of learning collaborative attributes and challenges is needed.
• The proposed taxonomy can inform decision-makers, funders, and researchers.
• Improved guidance can lead to more effective investments in healthcare innovation diffusion.