This NCHRP report supplements NCHRP report 666 “Target-Setting Methods and Data Management to Support Performance-Based Resource Allocation by Transportation Agencies.” It functions as a resource on how transportation agencies can use risk and data management to improve resource allocation and to set performance targets. The report also contains advice that may be of interest of the management of agencies, and also contains case studies about effective data and risk management for performance-based resource allocation.