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Variable type | Variable name | Variable symbols | Variable values and method descriptions |
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Explained variables | Total net asset margin | ROA | Net profit/total assets |
Return on net assets | ROE | Net income/net assets |
Tobin’s Q value | Tobin | Company market value/book value |
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Explanatory variables | Financial shared services | FSSC | If the listed company is implementing financial shared services, the value is 1; otherwise, it is 0 |
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Intermediate variables | Operating cost ratio | Cost | Operating costs/operating revenue |
Total assets turnover ratio | TATR | Operating income/average balance of total assets |
Current asset turnover ratio | CATR | Operating income/average balance of current assets |
Accounts receivable turnover ratio | ARTR | Operating income/(net notes receivable + net accounts receivable) |
Accounts payable turnover ratio | APTR | Operating costs/average balance of accounts payable |
Inventory turnover days | ITD | 360/(operating cost/average inventory balance) |
Business cycle | Bcycle | Days of turnover of accounts receivable + days of turnover of inventories |
Cash cycle | Cash | Days of turnover of accounts receivable + days of turnover of inventory - days of turnover of accounts payable |
Personnel efficiency | Tfp | Borrowing from Lei Yu and Guo Jianhua’s calculation to measure employee efficiency |
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Control variables | Company size | Size | Natural logarithm of total assets |
Gearing ratio | Lev | Total liabilities/total assets |
Business growth rate | Growth | (Current amount of operating income - previous amount of operating income)/(previous amount of operating income) |
Company age | FmAge | The year in which the company is in minus the year in which it is listed |
Nature of ownership | Soe | The value is 1 if it is state-owned enterprise; otherwise, it is 0 |
Shareholding concentration | Top1 | Percentage of shareholding of the largest shareholder |
Percentage of independent directors | Ind | Number of independent directors/number of board of directors |
Two jobs in one | Dual | The value is 1 if the board of directors and the general manager are combined; otherwise, it is 0 |
Board size | Board | Natural logarithm of the total number of board members |
Lerner index | Pcm | Lerner index, measured by (operating revenue - operating costs - selling expenses - administrative expenses)/operating revenue; the smaller the Pcm, the smaller the competitive position of the company |
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