Abstract:Based on the questionnaire survey data of 200 vegetable growers in Shouguang City, a multiple linear regression model was constructed to empirically analyze the impact mechanism of green technology adoption on vegetable green total factor productivity(GTFP) and explore the moderating role of operational scale. The findings show that green technology adoption significantly improves GTFP by 36% through the optimization of resource allocation and the reduction of environmental negative externalities. Operational scale exerts a significant positive moderating effect on the relationship between green technology adoption and productivity, and scale expansion strengthens technological dividends by diluting fixed costs and optimizing factor allocation. Policy subsidies and production experience are important driving factors, while educational attainment and technical training have no significant effects, which may be attributed to the simplification of technical operations and the homogenization of training content. It is recommended to reduce the cost of technology adoption for small-scale farmers through hierarchical subsidies and centralized procurement by cooperatives, and promote the optimization of the green technology promotion system. This study provides micro-empirical evidence for agricultural green transformation and has reference value for future policy design.