“…Considering the influence of possible confounding factors, this paper refers to the existing literature and controls for a series of control variables: (1) the level of corporate governance (Bsize), which is determined by the number of boards of directors, because it is generally accepted that businesses with higher levels of corporate governance are more effective in technological innovation ( Sapra et al, 2014 ; Liu et al, 2020 ); (2) Independence of the board of directors (Bratio), which is measured by the number of independent directors as a percentage of the total number of directors, can increase the market dynamics of the company and thus encourage the company to engage in more R&D and innovation activities ( Balsmeier et al, 2017 ; Nguyen et al, 2020 ); (3) The maximum shareholder ownership ratio (Sratio), which is considered that a moderate shareholding ratio will stimulate a convergence of interests and thus promote R&D innovation, while too high a shareholding ratio will have a management defense effect and inhibit technological innovation ( Mengli and Yongming, 2020 ); (4) Enterprise development prospects (Future), it is generally believed that more promising companies are more willing to conduct innovative R&D. The growth rate of revenue is used to measure the development capability and prospect of the company ( Aguilera-Caracuel and Ortiz-de-Mandojana, 2013 ; Xie et al, 2022 ); (5) Firm size (lnAsset), the study concluded that the larger the firm is, the higher its innovation success rate will be, using the logarithm of total assets at year-end to measure firm size ( Daksa et al, 2018 ; Liu et al, 2021 ); (6) Corporate debt (Lev), which makes it more difficult to carry out corporate innovation activities when a company is in a poor financial position, using the ratio of total debt to total assets to measure a company’s indebtedness ( Iqbal et al, 2020 ); (7) The maturity of the company (Age), research shows that longer established companies have a stronger sense of innovation, and the age of the company is chosen to measure the maturity of the company ( Bianchini et al, 2018 ; Nguyen et al, 2020 ); (8) Corporate profitability (Share), research shows that the more profitable companies have a competitive advantage in innovation, using earnings per share to measure corporate profitability ( Nguyen et al, 2020 ). Descriptive statistics for each variable are shown in Table 2 .…”