The paper explores trends in physician practice affiliation from 2019 to 2022, the differences in Medicare utilization and expenditures based on these affiliation models, and the impact of transitioning from unaffiliated private practices to an affiliated model on beneficiary utilization and spending. It provides a detailed analysis of how these factors influence healthcare costs and utilization.