“…By leveraging economies of scale, economies of scope, and other factors, the digital economy is capable of reducing the cost of information communication [ 16 , 17 ] and enhancing production efficiency [ 18 , 19 ], thereby stimulating GI [ 20 , 21 ]. Externally, the advancement of the digital economy can bolster companies’ green innovation through various means, such as boosting economic openness, optimizing industrial structure, expanding market potential, increasing media visibility, and reducing environmental uncertainty [ 6 , 14 , 22 , 23 ]. Internally, digital progress can drive green innovation by refining human capital structures, easing financial constraints, enhancing internal controls, strengthening human capital, and fostering the enhancement of the enterprise value chain [ 5 , 24 , 25 ].…”