Family Physician Quality Improvement Plans: A Realist Inquiry Into What Works, for Whom, Under What Circumstances

Evaluation of quality improvement programs shows variable impact on physician performance often neglecting to examine how implementation varies across contexts and mechanisms that affect uptake. Realist evaluation enables the generation, refinement, and testing theories of change by unpacking what works for whom under what circumstances and why. This study used realist methods to explore relationships between outcomes, mechanisms (resources and reasoning), and context factors of a national multisource feedback (MSF) program.

Linked data for 50 physicians were examined to determine relationships between action plan completion status (outcomes), MSF ratings, MSF comments and prescribing data (resource mechanisms), a report summarizing the conversation between a facilitator and physician (reasoning mechanism), and practice risk factors (context). Working backward from outcomes enabled exploration of similarities and differences in mechanisms and context.

The derived model showed that the completion status of plans was influenced by interaction of resource and reasoning mechanisms with context mediating the relationships. Two patterns were emerged. Physicians who implemented all their plans within six months received feedback with consistent messaging, reviewed data ahead of facilitation, coconstructed plan(s) with the facilitator, and had fewer risks to competence (dyscompetence). Physicians who were unable to implement any plans had data with fewer repeated messages and did not incorporate these into plans, had difficult plans, or needed to involve others and were physician-led, and were at higher risk for dyscompetence.

Evaluation of quality improvement initiatives should examine program outcomes taking into consideration the interplay of resources, reasoning, and risk factors for dyscompetence.