Enterprise green innovation: The role of data factor inputs

Abstract

In the digital era, data factors are emerging as a booster for green economic development. This study systematically examines the impact of data factors on the quantity and quality of enterprise green innovations and its transmission mechanisms. It is found that utilizing data factors can drive dual enhancement in the quantity and quality of enterprise green innovations. This is achieved through three synergistic channels: promoting information sharing, strengthening social responsibility, and optimizing factor inputs. The green innovation effect of data factors proves particularly pronounced for enterprises operating in highly concentrated markets, high-tech industries, and heavy-polluting sectors. Further investigation reveals that data factor marketization can facilitate data value realization, and further promote enterprise green innovations. However, high-intensity environmental regulations exhibit counterproductive moderation effect. The study aligns with China's macro-strategic orientation toward green development, reveals novel pathways for green innovations from the data factors perspective, and offers both theoretical support and practical guidance for policy formulation and enterprise sustainable development.

Cite this work

No public copy is stored for this record, so only the metadata is cited.

Stored only when both papers are in the corpus — 8 citations exist upstream.

Papers that cite the same references — the relational fallback while embeddings are still backfilling.