Research Article

Research on Technological Innovation Investment, Financing Constraints, and Corporate Financial Risk: Evidence from China

Table 2

Description and definition of variables.

Variable categoryVariable symbolVariable nameVariable definition

Explained variableZ-riskFinancial risk(1.2 × working capital + 1.4 × retained earnings + 3.3 × earnings before interest and tax + 0.999 × sales income)/total assets + 0.6 × total market value of shares/total liabilities
Explanatory variableRDRTechnological innovation investmentR&D input/operating revenue
ModeratorSAFinancing constraints0.043 × size ^2 – 0.737 × size − 0.04 × age
Control variableSizeEnterprise scaleNatural logarithm of total assets at the end of the period
AgeOperating lifeYear-year of establishment of the enterprise +1
DFLFinancial leverage(Net profit + income tax expense + finance expense)/(net profit + income tax expense)
OCOwnership concentrationTotal shareholding of top five shareholders
PORRevenue scaleNatural logarithm of main business income
IndIndustryIndustry dummy variable
YearYearAnnual dummy variable