Variables measurement
| Variable | Variable representation | Measure |
|---|---|---|
| DA | EM | The error term in the Dechow et al. (1995) model |
| DPO | DP of firm | Dividend per share/earnings per share |
| SIZE | Firm size | Natural logarithm of the total assets |
| DEBT | Debt ratio | Long-term debt divided by total assets |
| GROW | Sale growth of firm | The annual growth rate of sale revenue |
| CFO | Cash flows from operations | Cash flows from operations divided by total assets |
| RSQ | Risk of a firm | Price of a share divided by earnings per share |
| ROE | Return on equity | Net income over owners’ equity |
| LIQ | Liquidity of firm | Current assets divided by current liabilities |
| ROA | Return on assets | Income before extraordinary items divided by total assets |
| BM | Market-to-book ratio | The ratio of market value to book value |
| ACEXP | The expertise of audit committee members | Proportion of audit committee members with accounting financial expertise |
| ACIND | The independence of audit committee members | Proportion of independent directors on the audit committee |
| NUMB | The frequency of board meetings | The number of meetings held by the audit committee |
| AUD | Audit quality | Dummy variable coded 1 if the firm’s auditor is a Big 4 accounting firm, 0 otherwise |
| CUMUL | CEO duality | Dummy variable coded 1 if the CEO is also the board chair, 0 otherwise |
| TACA | Board size | The number of directors on the board |
| CONC | Ownership concentration | The percentage of shares owned by the first shareholder |
| Variable | Variable representation | Measure |
|---|---|---|
| DA | EM | The error term in the |
| DPO | DP of firm | Dividend per share/earnings per share |
| SIZE | Firm size | Natural logarithm of the total assets |
| DEBT | Debt ratio | Long-term debt divided by total assets |
| GROW | Sale growth of firm | The annual growth rate of sale revenue |
| CFO | Cash flows from operations | Cash flows from operations divided by total assets |
| RSQ | Risk of a firm | Price of a share divided by earnings per share |
| ROE | Return on equity | Net income over owners’ equity |
| LIQ | Liquidity of firm | Current assets divided by current liabilities |
| ROA | Return on assets | Income before extraordinary items divided by total assets |
| BM | Market-to-book ratio | The ratio of market value to book value |
| ACEXP | The expertise of audit committee members | Proportion of audit committee members with accounting financial expertise |
| ACIND | The independence of audit committee members | Proportion of independent directors on the audit committee |
| NUMB | The frequency of board meetings | The number of meetings held by the audit committee |
| AUD | Audit quality | Dummy variable coded 1 if the firm’s auditor is a Big 4 accounting firm, 0 otherwise |
| CUMUL | CEO duality | Dummy variable coded 1 if the CEO is also the board chair, 0 otherwise |
| TACA | Board size | The number of directors on the board |
| CONC | Ownership concentration | The percentage of shares owned by the first shareholder |
Source(s): Datastream
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