Project Overview
Mathematica provides day-to-day management of the Medicaid and Children’s Health Insurance Program (CHIP) Scorecard (MAC Scorecard) production process, facilitates meetings with data owners and web development contractors, and advises the Centers for Medicare & Medicaid Services (CMS). Mathematica also supports the content development of the MAC Scorecard, produces and validates business requirements, liaises with stakeholders, and compiles data for the MAC Scorecard.
CMS launched the MAC Scorecard in June 2018 to improve public transparency and accountability regarding the programs’ administration and outcomes. Mathematica is partnering with CMS leadership to redesign the MAC Scorecard and transition to a steady-state production process with a clear production cycle for selecting, specifying, and implementing measures on the technical platform, and to build out the MAC Scorecard to address known gaps so that it more fully supports improvement of program outcomes.
U.S. Department of Health and Human Services, Centers for Medicare & Medicaid Services, Center for Medicaid and CHIP Services
CMS developed the MAC Scorecard to increase public transparency about the programs’ administration and outcomes by highlighting measures voluntarily reported by states, and measures constructed from federally-available administrative data. The MAC Scorecard is available on Medicaid.gov. Mathematica works with CMS to facilitate all stages of the content development process, including:
- collecting data owner and stakeholder feedback to identify MAC Scorecard measures and data points,
- reviewing and compiling data,
- developing text on measures, and
- developing requirements for data visualizations and website functionality.
Mathematica also provides day-to-day management of the Scorecard production process by developing and maintaining the production timeline and facilitating meetings and coordination activities with Medicaid.gov web development contractors.
Overall, Mathematica supports the MAC Scorecard initiative by providing subject matter, technical, and data visualization expertise to help CMS consider different ways of assessing federal and state accountability for Medicaid and CHIP, which together serve more than 75 million people.
Despite providing health coverage to more than 75 million Americans at a taxpayer cost of more than $558 billion a year, we have lacked transparency in the performance and outcomes of this critical program… The Scorecard will be used to track and display progress being made throughout and across the Medicaid and CHIP programs, so others can learn from the successes of high performing states. By using meaningful data and fostering transparency, we will see the development of best practices that lead to positive health outcomes for our most vulnerable populations.
Evidence & Insights From This Project

Mathematica Supports the Centers for Medicare & Medicaid Services’s State Medicaid and Children’s Health Insurance Program Transformation and Innovation Milestones
Mathematica will showcase state Medicaid services and support for CMS projects to modernize data analytics for Medicaid and the Children’s Health Insurance Program at the National Association of Medicaid Directors fall conference.
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