Organizational Attributes Associated With Medicare ACO Quality Performance

Purpose To evaluate associations between geographic, structural, and service‐provision attributes of Accountable Care Organizations (ACOs) participating in the Medicare Shared Savings Program (MSSP) and the ACOs’ quality performance. Methodology We conducted cross‐sectional and longitudinal analyses of ACO quality performance using data from the Centers for Medicare and Medicaid Services and additional sources. The sample included 322 and 385 MSSP ACOs that had successfully reported quality measures in 2014 and 2015, respectively. Results Results show that after adjusting for other organizational factors, rural ACOs’ average quality score was comparable to that of ACOs serving other geographic categories. ACOs with hospital‐system sponsorship, larger beneficiary panels, and higher posthospitalization follow‐up rates achieved better quality performance. Conclusion There is no significant difference in average quality performance between rural ACOs and other ACOs after adjusting for structural and service‐provision factors. MSSP ACO quality performance is positively associated with hospital‐system sponsorship, beneficiary panel size, and posthospitalization follow‐up rate.