Two-stage least squares analysis
| Dependent variable | (1) | (2) | (3) |
|---|---|---|---|
| Regulation | Ln (1 + dividend) | Dividend payout ratio | |
| Google Biodiversity Index | 0.0004*** | ||
| (0.0001) | |||
| BioRegulation | −1.7737*** | −0.3145*** | |
| (0.2436) | (0.0553) | ||
| PPE to Assets | 0.0701*** | 1.7453*** | 0.1778*** |
| (0.0061) | (0.0644) | (0.0139) | |
| CAPEX Ratio | −0.0049 | −0.8089*** | −0.1478*** |
| (0.0038) | (0.1991) | (0.0285) | |
| Leverage | −0.0017 | −0.7315*** | 0.0270* |
| (0.0038) | (0.0690) | (0.0155) | |
| ROA | 0.0195 | 2.8628*** | 0.3461*** |
| (0.0123) | (0.1660) | (0.0319) | |
| Firm Size | −0.0008 | 0.7760*** | 0.0268*** |
| (0.0006) | (0.0098) | (0.0021) | |
| Market to Book Equity | 0.0007* | −0.0005*** | −0.0001 |
| (0.0003) | (0.0002) | (0.0001) | |
| Cash Flow to Assets | −0.0088 | −0.9052*** | 0.0356** |
| (0.0069) | (0.0785) | (0.0174) | |
| Net Working Capital | −0.0037 | −0.1960*** | −0.0090 |
| (0.0049) | (0.0725) | (0.0175) | |
| Constant | 0.2003*** | −4.1418*** | −0.0946*** |
| (0.0671) | (0.0738) | (0.0152) | |
| Underidentification test | |||
| Anderson Canon. LM Statistic | 96.81 | ||
| p-value | 0.000 | ||
| Weak identification test | |||
| Cragg-Donald Wald F Statistic | 106.88 | ||
| Observations | 26,499 | 26,499 | 26,475 |
| R-squared | 0.1568 | 0.3581 | 0.0418 |
| Year FE | YES | YES | YES |
| Industry FE | YES | YES | YES |
| Dependent variable | (1) | (2) | (3) |
|---|---|---|---|
| Regulation | Ln (1 + dividend) | Dividend payout ratio | |
| Google Biodiversity Index | 0.0004*** | ||
| (0.0001) | |||
| BioRegulation | −1.7737*** | −0.3145*** | |
| (0.2436) | (0.0553) | ||
| PPE to Assets | 0.0701*** | 1.7453*** | 0.1778*** |
| (0.0061) | (0.0644) | (0.0139) | |
| CAPEX Ratio | −0.0049 | −0.8089*** | −0.1478*** |
| (0.0038) | (0.1991) | (0.0285) | |
| Leverage | −0.0017 | −0.7315*** | 0.0270* |
| (0.0038) | (0.0690) | (0.0155) | |
| ROA | 0.0195 | 2.8628*** | 0.3461*** |
| (0.0123) | (0.1660) | (0.0319) | |
| Firm Size | −0.0008 | 0.7760*** | 0.0268*** |
| (0.0006) | (0.0098) | (0.0021) | |
| Market to Book Equity | 0.0007* | −0.0005*** | −0.0001 |
| (0.0003) | (0.0002) | (0.0001) | |
| Cash Flow to Assets | −0.0088 | −0.9052*** | 0.0356** |
| (0.0069) | (0.0785) | (0.0174) | |
| Net Working Capital | −0.0037 | −0.1960*** | −0.0090 |
| (0.0049) | (0.0725) | (0.0175) | |
| Constant | 0.2003*** | −4.1418*** | −0.0946*** |
| (0.0671) | (0.0738) | (0.0152) | |
| Underidentification test | |||
| Anderson Canon. LM Statistic | 96.81 | ||
| 0.000 | |||
| Weak identification test | |||
| Cragg-Donald Wald F Statistic | 106.88 | ||
| Observations | 26,499 | 26,499 | 26,475 |
| 0.1568 | 0.3581 | 0.0418 | |
| Year FE | YES | YES | YES |
| Industry FE | YES | YES | YES |
Note(s): This table shows result for 2-stage Least Squares using Instrumental Variable. Specification 1 shows result for first stage regression using Google Biodiversity Index as instrumental variable. Ln (1 + Dividend) is the dependent variable in specification 2, and Dividend Payout Ratio is the dependent variable in specification 3. Year and industry fixed effects are taken into account in all specifications. Appendix Table A1 provides an explanation of each variable. Robust standard errors, clustered at the firm level, are in parentheses. Significance at the 1%, 5%, and 10% levels is denoted by the symbols ***, **, and *, respectively
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