Cross reference data in catalysis involves compiling and comparing information from various sources to provide a comprehensive understanding of catalytic processes. This data helps in the identification of optimal catalysts, reaction conditions, and potential applications, enhancing the efficiency and effectiveness of catalytic research and industrial processes.