We adopt the stochastic frontier analysis based on translog production function.
We measure factor output elasticity and green total factor productivity growth rate.
We investigate the degrees of technological change biased to production factors.
Shanghai's industrial technological change biases to energy use and capital saving.
Shanghai's industrial green development transformation needs to be further advanced.