Correlation analysis of sample firm-years of firm value, disclosed derivatives (ZAR) amounts and other firm characteristics
| Derivatives total | Derivatives binary | Total assets | ROA | Interest cover | Leverage debt/Assets | Current ratio | Dividend yield | Tobin's Q | R&D/Sales | Foreign sales/sales | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Derivatives total | Pearson correlation | 1 | ||||||||||
| N | 783 | |||||||||||
| Derivatives binary | Pearson correlation | 1 | ||||||||||
| N | 2,535 | |||||||||||
| Total assets | Pearson correlation | 0.586** | 0.485** | 1 | ||||||||
| N | 783 | 2,265 | 2,398 | |||||||||
| ROA | Pearson correlation | −0.083* | 0.008 | −0.022 | 1 | |||||||
| N | 765 | 2,192 | 2,316 | 2,316 | ||||||||
| Interest cover | Pearson correlation | −0.115** | −0.011 | −0.053** | 0.301** | 1 | ||||||
| N | 783 | 2,535 | 2,398 | 2,316 | 2,730 | |||||||
| Leverage Debt/Assets | Pearson correlation | 0.003 | 0.219** | 0.058** | −0.089** | 0.101** | 1 | |||||
| N | 783 | 2,535 | 2,398 | 2,316 | 2,730 | 2,730 | ||||||
| Current ratio | Pearson correlation | −0.110** | −0.143** | −0.133** | 0.102** | 0.179** | −0.400** | 1 | ||||
| N | 783 | 2,245 | 2,377 | 2,297 | 2,377 | 2,377 | 2,377 | |||||
| Dividend yield | Pearson correlation | −0.131** | 0.270** | −0.163** | 0.184** | 0.105** | −0.057* | 0.168** | 1 | |||
| N | 607 | 2,535 | 1,546 | 1,537 | 1,552 | 1,552 | 1,546 | 1,552 | ||||
| Tobin's Q | Pearson correlation | 0.043 | 0.046* | 0.061** | 0.431** | 0.264** | 0.081** | −0.088** | −0.060* | 1 | ||
| N | 744 | 2,110 | 2,226 | 2,203 | 2,227 | 2,227 | 2,207 | 1,543 | 2,227 | |||
| RD/Sales | Pearson correlation | 0.109 | 0.194** | 0.066 | −0.038 | 0.130** | −0.011 | 0.030 | 0.088 | 0.107* | 1 | |
| N | 200 | 2,535 | 415 | 406 | 415 | 415 | 415 | 304 | 396 | 415 | ||
| Foreign sales/Sales | Pearson correlation | 0.278** | 0.376** | 0.347** | −0.183** | 0.009 | −0.102** | 0.119** | −0.032 | −0.192** | 0.107 | 1 |
| N | 495 | 2,535 | 973 | 955 | 973 | 973 | 973 | 788 | 934 | 262 | 973 |
| Derivatives total | Derivatives binary | Total assets | ROA | Interest cover | Leverage debt/Assets | Current ratio | Dividend yield | Tobin's Q | R&D/Sales | Foreign sales/sales | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Derivatives total | Pearson correlation | 1 | ||||||||||
| N | 783 | |||||||||||
| Derivatives binary | Pearson correlation | 1 | ||||||||||
| N | 2,535 | |||||||||||
| Total assets | Pearson correlation | 0.586** | 0.485** | 1 | ||||||||
| N | 783 | 2,265 | 2,398 | |||||||||
| ROA | Pearson correlation | −0.083* | 0.008 | −0.022 | 1 | |||||||
| N | 765 | 2,192 | 2,316 | 2,316 | ||||||||
| Interest cover | Pearson correlation | −0.115** | −0.011 | −0.053** | 0.301** | 1 | ||||||
| N | 783 | 2,535 | 2,398 | 2,316 | 2,730 | |||||||
| Leverage Debt/Assets | Pearson correlation | 0.003 | 0.219** | 0.058** | −0.089** | 0.101** | 1 | |||||
| N | 783 | 2,535 | 2,398 | 2,316 | 2,730 | 2,730 | ||||||
| Current ratio | Pearson correlation | −0.110** | −0.143** | −0.133** | 0.102** | 0.179** | −0.400** | 1 | ||||
| N | 783 | 2,245 | 2,377 | 2,297 | 2,377 | 2,377 | 2,377 | |||||
| Dividend yield | Pearson correlation | −0.131** | 0.270** | −0.163** | 0.184** | 0.105** | −0.057* | 0.168** | 1 | |||
| N | 607 | 2,535 | 1,546 | 1,537 | 1,552 | 1,552 | 1,546 | 1,552 | ||||
| Tobin's Q | Pearson correlation | 0.043 | 0.046* | 0.061** | 0.431** | 0.264** | 0.081** | −0.088** | −0.060* | 1 | ||
| N | 744 | 2,110 | 2,226 | 2,203 | 2,227 | 2,227 | 2,207 | 1,543 | 2,227 | |||
| RD/Sales | Pearson correlation | 0.109 | 0.194** | 0.066 | −0.038 | 0.130** | −0.011 | 0.030 | 0.088 | 0.107* | 1 | |
| N | 200 | 2,535 | 415 | 406 | 415 | 415 | 415 | 304 | 396 | 415 | ||
| Foreign sales/Sales | Pearson correlation | 0.278** | 0.376** | 0.347** | −0.183** | 0.009 | −0.102** | 0.119** | −0.032 | −0.192** | 0.107 | 1 |
| N | 495 | 2,535 | 973 | 955 | 973 | 973 | 973 | 788 | 934 | 262 | 973 |
Note(s): ** Significant at the 1% level (using two-tailed significance), * Significant at the 5% level (using two-tailed significance)
Key to variables in Table 2: R&D/SALES=Ratio of research and development costs divided by sales; ROA = Return on assets
Source(s): Own compilation
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