Research Article

Differences in the Values of the Senior Management Team, Antirisk Ability, and Innovation Performance by the Data-Driven Approach: Evidence from 841 Listed Companies in China

Table 1

Variable settings and definitions.

Variable typeVariable nameVariable symbolVariable description

Explained variableNumber of patentsInvNumber of invention patents owned by the company
Explanatory variablesDifferences in the values of the senior management teamDetvBased on the “empirical study on the impact of organizational identity on employee behavior effectiveness.” reported by Wang et al. [42]; the Euclidean distance is then used to measure the difference between the chairman and the general manager in these 9 cultural dimensions
Antirisk abilityARTThe comprehensive function value obtained after the principal component analysis of the enterprise risk-bearing ability index

Control variable (enterprise level)Enterprise sizeEnsThe natural logarithm of the company’s total assets
Assets and liabilitiesFleTotal liabilities at the end of the year/total assets at the end of the year
Business performanceROATotal profit at the end of the year/(total assets at the end of the year + total assets at the beginning of the year)

Control variable (corporate governance level)Board sizeBsiThe total number of board members takes the natural logarithm
Board independenceBinNumber of independent directors/total number of board of directors

Control variable (others)YearYearAnnual dummy variable
IndustryIndIndustry dummy variables defined based on the industry classification of the China securities regulatory commission

, in Model (3), is the explained variable.