Creating a Data Resource of California Police Stops for Use in Traffic Safety Applications
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2025-11-01
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Edition:Final Report – (June 2023-June 2024)
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Abstract:Amidst a growing traffic safety crisis in the United States, police enforcement remains a central, yet under-studied, strategy for improving safety outcomes. A significant barrier to research on police traffic enforcement has been the lack of a detailed and comprehensive database. California’s Racial and Identity Profiling Act (RIPA) confidential dataset offers an unparalleled resource to address this gap. This report documents the process undertaken as the first external researchers to access and process the confidential RIPA data. Information is provided on the rigorous process required to access the data, including extensive documentation of information technology security. Details are provided on the methodology to process, clean, standardize, and restructure the large dataset into a stop-person analytic file for use in traffic safety research. Descriptive findings from over 17 million traffic stops (2018-2023) reveal key characteristics of enforcement patterns but also highlight data quality challenges and limitations, such as ambiguities in determining the travel mode for nearly 40% of individuals stopped. Despite substantial administrative and technical hurdles, the confidential RIPA dataset is an indispensable tool for traffic safety research. Forthcoming mandated improvements to data collection, combined with the data processing framework presented here, will enhance the dataset’s utility for traffic safety researchers.
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Main Document Checksum:urn:sha-512:d1f6d76849064b63296b5b23e33926a8a8bad7d09aee9b4fe29743e8214fbfeb0e536e399b46114d3706011425345b6fdbde57e2b09213d24daafc69e18c4069
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