In 2018, the Centers for Medicare & Medicaid Services reported that 1,517 prospective payment system hospitals and 421 Critical Access Hospitals participated in 561 Medicare Shared Savings Programs (SSP) Accountable Care Organizations (ACOs). However, a majority of rural hospitals have not yet participated in ACOs or other value-based payment models. This project searched for factors influencing rural hospital participation in the SSP.