This report focuses on linking data collection to decision-making processes as a part of asset management. The research team identified four States for indepth case studies on asset management. They explored the agencies' data collection approaches and documented their decision-making practices. The research team found that asset management needs varied by agency, and the team proposes the development of a data collection framework to facilitate a more effective and efficient implementation of asset management.