Description of all variables used to develop the study
| Variable | Description | |
|---|---|---|
| 1 | Indebtedness | Total liabilities to total assets |
| 2 | R&D outsourcing competitiveness (R&D Out Comp) | This variable serves as a proxy for the relative external R&D intensity of the firm in comparison to its industry peers. We operationalise this variable by subtracting the ratio of external R&D expenses to sales at the sub-industry level (i.e. sub-industry median R&D intensity) from the ratio at the firm level. Higher scores on this variable indicate that a firm invests more heavily in external R&D than its sub-industry peers and thus, is more likely to compete on the basis of external R&D |
| 3 | Family firm | Binary variable that equals 1 for family firms and 0 otherwise, where a firm is considered a family firm if a family controls the firm |
| 4 | External R&D | External R&D to total sales |
| 5 | Internal R&D | Internal R&D to total sales |
| 6 | Size | Natural log of total assets |
| 7 | Age | Natural log of the value obtained by subtracting the year the firm was founded from the current year |
| 8 | FICS | Binary variable that equals 1 if the firm received subsidies for innovation and 0 otherwise |
| 9 | ROA | Earnings before interest and tax to total assets |
| 10 | Tangible assets | The firm’s ratio of tangible assets to total assets is calculated by dividing total property, plant and equipment by the total book value of assets |
| 11 | Liquidity | The ratio of current assets to current liabilities |
| Variable | Description | |
|---|---|---|
| 1 | Total liabilities to total assets | |
| 2 | This variable serves as a proxy for the relative external R&D intensity of the firm in comparison to its industry peers. We operationalise this variable by subtracting the ratio of external R&D expenses to sales at the sub-industry level (i.e. sub-industry median R&D intensity) from the ratio at the firm level. Higher scores on this variable indicate that a firm invests more heavily in external R&D than its sub-industry peers and thus, is more likely to compete on the basis of external R&D | |
| 3 | Binary variable that equals 1 for family firms and 0 otherwise, where a firm is considered a family firm if a family controls the firm | |
| 4 | External R&D to total sales | |
| 5 | Internal R&D to total sales | |
| 6 | Natural log of total assets | |
| 7 | Natural log of the value obtained by subtracting the year the firm was founded from the current year | |
| 8 | Binary variable that equals 1 if the firm received subsidies for innovation and 0 otherwise | |
| 9 | Earnings before interest and tax to total assets | |
| 10 | The firm’s ratio of tangible assets to total assets is calculated by dividing total property, plant and equipment by the total book value of assets | |
| 11 | The ratio of current assets to current liabilities |
Source(s): Table by authors
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