Partial Hospitalization Stabilization and Intregity Act of 2011 - Amends title XVIII (Medicare) of the Social Security Act to direct the Secretary of Health and Human Services (HHS) to establish: (1) a payment system for partial hospitalization services, and (2) quality service criteria to measure the performance of providers of such services.