Abstract:Based on panel data from 2009 to 2021, this study uses the super-efficiency SBM model to explore the efficiency of technology transfer in China's high-tech industry. Specifically, it analyzes the comprehensive efficiency and input redundancy of 15 high-tech industries across four high-tech sectors, providing a foundation for optimizing investment-output structures and improving the efficiency of technology transfer. The study revealed that the efficiency of technology transfer in China's high-tech industry has shows a trend of first declining and then fluctuating upward, with all industries demonstrating an overall upward trend despite some disparities between them. However, the level of efficiency remains relatively low, and issues such as redundant R&D personnel, insufficient funding for innovation, and inadequate product sales revenue persist across industries.Based on these findings, the study suggests adapting strategies according to industry-specific characteristics, such as redistributing redundant personnel, prioritizing education and training for research staff, adjusting funding allocation, reducing reliance on government funding, establishing multi-channel cooperation mechanisms, and focusing on market demand to promote the commercialization of theoretical research, among other recommendations, to further enhance the efficiency of technology transfer in China's high-tech industry.