NCSES publishes data from this survey annually in detailed tables and analytic reports available at the HERD Survey page. Information from this survey is also included in Science and Engineering Indicators. Respondents shared their best practices on gathering necessary information for calculating the R&D expenditures, and provided improvement feedback on how to improve the data collection process to compile the data needed to complete the HERD Survey. The Higher Education Research and Development (HERD) Survey is the primary source of information on R&D expenditures at U.S. Summary: The HERD Survey is an annual census of U.S. colleges and universities that expended at least $150,000 in separately accounted-for R&D in the fiscal year. Dec 9, 2024 · The increase in FY 2023 (the largest increase in current dollars since FY 2003) is illustrative of continued U.S. commitments to research investments in top priority areas. The HERD Survey is the primary source of information on research and development expenditures at U.S. Davidson’s fourth annual Software edition of “TheHerd” once again highlights 100 of the top private software companies globally in 2023–from this point forward simply referred to as The Herd or Herd2023.