产业组织
业务
工具变量
样品(材料)
适度
高科技
索贝尔试验
数字化转型
质量(理念)
结构方程建模
广义矩量法
营销
计量经济学
经济
计算机科学
面板数据
哲学
化学
认识论
色谱法
机器学习
路径分析(统计学)
政治学
万维网
法学
作者
Yong Xu,Ling Yuan,Rabeh Khalfaoui,Magdalena Radulescu,Sabrine Mallek,Xin Zhao
标识
DOI:10.1016/j.techfore.2023.122928
摘要
Although firms' digital transformation (FDT) and green technological innovation (GTI) are both critical for firm development, we still know little about the precise effects between the two or their influence mechanisms. Combining diffusion of innovation (DOI) theory and the technology–organization–environment (TOE) framework, this study analyzes a sample of listed non-financial Chinese firms from 2010 to 2021 using a fixed-effect and mediating effect model to reveal FDT's effect on GTI and its mechanism. Our findings show that (1) FDT can promote both GTI quantity and quality, but it is more significant for GTI quantity; (2) the positive effects can be obtained by reducing firm risk-taking and increasing R&D intensity; and (3) the role of FDT in promoting GTI is particularly significant in firms in the Midwest region, state-owned enterprises, and firms in high-tech sectors, but has negligible effect on high-polluting firms. Our conclusions remain robust after applying the Poisson model, excluding the effects of COVID-19, adopting the generalized method of moments instrumental variable regression, and using Sobel tests. The findings contribute to the literature by combining DOI and TOE into the same framework and empirically analyzing how FDT can influence GTI.
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