On behalf of the Healthcare Business Management Association (HBMA), we appreciate the opportunity to provide observations and comments about the proposed rules for the Merit-based Incentive Payment System (MIPS) and the requirements for approval as an Advanced Alternative Payment Model as required by the Medicare Access and CHIP Reauthorization Act of 2015 (MACRA).