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. 2024 Nov 19;10(23):e40540. doi: 10.1016/j.heliyon.2024.e40540

Table 1.

Definition of study variables.

Variable Category Variable
Name
Variable Symbol Variable
Definition
Implicit Variable Exploitative innovation Exploitative R&D expenditures capitalized in the development phase/revenue from main operations
Exploratory Innovation Exploratory (R&D expenditures in the research phase + R&D expenditures expensed in the development phase)/Main operating revenues
Independent Variable Falling short of performance expectations HG The absolute value of the difference between the two when the actual performance of the enterprise is lower than the historical expected performance, and vice versa is 0.
Intermediary Variable In-depth knowledge search Depth The average number of repeated citations of patents by enterprises
Breadth of knowledge search Scope The citation rate of new knowledge in the current year
Control Variable Performance expectations surplus HL The difference between the two is taken when the actual performance of the enterprise is higher than the historical expected performance, and vice versa is taken as 0.
Enterprise size SIZE Natural logarithm of total assets
gearing LEV Total assets/total liabilities
Nature of enterprise SOE 1 for state-owned enterprises, 0 otherwise
Fixed assets as a percentage FIXED Fixed Assets/Total Assets
Total management remuneration TMTPay1 Natural logarithm of the total compensation of the top three management personnel
management cost ratio MFEE Administrative Expenses/Operating Income
Number of shares held by shareholders TOP3 Number of shares held by top three shareholders/total shares
Financing constraints WW −0.091∗(Net Profit + Depreciation)/Total Assets-0.062∗Dividend Payment+0.021∗Long-Term Liabilities/Total Assets-0.044∗ln(Total Assets)+0.102∗Industry Annual Sales Growth Rate-0.035∗Sales Growth Rate
Founding Years FirmAge Logarithmic treatment of the company's years of existence