A new initiative promises to monitor the impact of federal science investments on employment, knowledge generation, and health outcomes. The initiative–Science and Technology for America’s Reinvestment: Measuring the Effect of Research on Innovation, Competitiveness and Science, or STAR METRICS–is a multi-agency venture led by the National Institutes of Health, the National Science Foundation (NSF), and the White House Office of Science and Technology Policy (OSTP).