Variable definitions
| Variable type | Variable | Symbol | Definition and measurement |
|---|---|---|---|
| Dependent variables | R&D investment | R&D | The ratio of R&D expenditure to operating revenue of focal firms in the current year |
| Independent variables | Geographical distance | GD | The natural log of meters between coordinates of affiliate’ s city and parent company’ city |
| Business proximity | Related | If the affiliate’ s business scope is related to parent company, it is one, otherwise it is zero | |
| Moderator | Supplier’s constraints | Sup5 | The proportion of purchase from top five suppliers to the total purchase amount |
| Customer’s constraints | Cus5 | The sales proportion from top five customers to total sales | |
| Industrial performance aspiration gap | Gap1 | Decline in expected industrial ROE relative to the actual industrial ROE | |
| Historical performance aspiration gap | Gap2 | Differences between the expected historical ROE and the actual ROE | |
| Control variables | Concurrent post | Concur | When the chairman is the CEO, Concur is one, otherwise it is zero |
| Board size | Director | Number of directors | |
| Executives’ share | Ex_share | Ratio of the number of shares held by executives to the total number of shares | |
| Firm size | Size | Natural log of company assets | |
| Financial leverage | Lev | Ratio of company's liabilities to assets | |
| Return on assets | ROA | Ratio of net profit to total assets | |
| Monetary fund | Cash | Ratio of cash, bank deposits and other monetary fund to total assets at the end of the period | |
| Operating cash flow | Operate | Ratio of operating cash flow to operating income | |
| Financing cash flow | Finance | Ratio of financing cash flow to operating income |
| Variable type | Variable | Symbol | Definition and measurement |
|---|---|---|---|
| Dependent variables | R&D investment | R&D | The ratio of R&D expenditure to operating revenue of focal firms in the current year |
| Independent variables | Geographical distance | GD | The natural log of meters between coordinates of affiliate’ s city and parent company’ city |
| Business proximity | Related | If the affiliate’ s business scope is related to parent company, it is one, otherwise it is zero | |
| Moderator | Supplier’s constraints | Sup5 | The proportion of purchase from top five suppliers to the total purchase amount |
| Customer’s constraints | The sales proportion from top five customers to total sales | ||
| Industrial performance aspiration gap | Gap1 | Decline in expected industrial ROE relative to the actual industrial ROE | |
| Historical performance aspiration gap | Gap2 | Differences between the expected historical ROE and the actual ROE | |
| Control variables | Concurrent post | Concur | When the chairman is the CEO, |
| Board size | Director | Number of directors | |
| Executives’ share | Ex_share | Ratio of the number of shares held by executives to the total number of shares | |
| Firm size | Size | Natural log of company assets | |
| Financial leverage | Lev | Ratio of company's liabilities to assets | |
| Return on assets | ROA | Ratio of net profit to total assets | |
| Monetary fund | Cash | Ratio of cash, bank deposits and other monetary fund to total assets at the end of the period | |
| Operating cash flow | Operate | Ratio of operating cash flow to operating income | |
| Financing cash flow | Finance | Ratio of financing cash flow to operating income |
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