Descriptive statistics
| Panel A – Summary statistics | ||||||
|---|---|---|---|---|---|---|
| Variables | N | Mean | Median | 25th percentile | 75th percentile | Standard deviation |
| STRG | 78,523 | −0.014 | −0.188 | −0.269 | −0.008 | 0.526 |
| REGIN_REG | 78,523 | 99.246 | 99.843 | 93.364 | 104.981 | 11.256 |
| REGIN_RESP | 78,523 | 96.916 | 94.000 | 83.500 | 112.005 | 21.502 |
| REGIN_TIME | 78,523 | 97.902 | 96.850 | 87.511 | 109.246 | 18.273 |
| REGIN_DOLLAR | 64,378 | 95.591 | 93.462 | 80.592 | 108.998 | 23.500 |
| SIZE | 78,523 | 5.373 | 5.365 | 3.713 | 6.985 | 2.361 |
| AGE | 78,523 | 2.660 | 2.639 | 2.079 | 3.258 | 0.754 |
| ROA | 78,497 | −0.067 | −0.040 | −0.342 | 0.212 | 1.960 |
| RETURN | 78,523 | 0.343 | 0.067 | −0.252 | 0.467 | 1.266 |
| INDCONC | 78,523 | 0.018 | 0.011 | −0.044 | 0.067 | 0.125 |
| CEOTURN | 61,353 | 0.133 | 0.000 | 0.000 | 0.000 | 0.340 |
| CEODUALITY | 61,353 | 0.573 | 1.000 | 0.000 | 1.000 | 0.495 |
| BOARDSIZE | 61,090 | 1.402 | 1.609 | 0.693 | 2.197 | 0.879 |
| Panel A – Summary statistics | ||||||
|---|---|---|---|---|---|---|
| Variables | Mean | Median | 25th percentile | 75th percentile | Standard deviation | |
| STRG | 78,523 | −0.014 | −0.188 | −0.269 | −0.008 | 0.526 |
| REGIN_REG | 78,523 | 99.246 | 99.843 | 93.364 | 104.981 | 11.256 |
| REGIN_RESP | 78,523 | 96.916 | 94.000 | 83.500 | 112.005 | 21.502 |
| REGIN_TIME | 78,523 | 97.902 | 96.850 | 87.511 | 109.246 | 18.273 |
| REGIN_DOLLAR | 64,378 | 95.591 | 93.462 | 80.592 | 108.998 | 23.500 |
| SIZE | 78,523 | 5.373 | 5.365 | 3.713 | 6.985 | 2.361 |
| AGE | 78,523 | 2.660 | 2.639 | 2.079 | 3.258 | 0.754 |
| ROA | 78,497 | −0.067 | −0.040 | −0.342 | 0.212 | 1.960 |
| RETURN | 78,523 | 0.343 | 0.067 | −0.252 | 0.467 | 1.266 |
| INDCONC | 78,523 | 0.018 | 0.011 | −0.044 | 0.067 | 0.125 |
| CEOTURN | 61,353 | 0.133 | 0.000 | 0.000 | 0.000 | 0.340 |
| CEODUALITY | 61,353 | 0.573 | 1.000 | 0.000 | 1.000 | 0.495 |
| BOARDSIZE | 61,090 | 1.402 | 1.609 | 0.693 | 2.197 | 0.879 |
| Panel B – Correlation matrix | ||||||
|---|---|---|---|---|---|---|
| Variables | STRG | REGIN_REG | REGIN_RESP | REGIN_TIME | REGUL_DOLLAR | REGIN_DOLLAR |
| STRG | 1 | |||||
| REGIN_REG | −0.131*** | 1 | ||||
| REGIN_RESP | −0.059*** | 0.801*** | 1 | |||
| REGIN_TIME | −0.075*** | 0.821*** | 0.902*** | 1 | ||
| REGIN_DOLLAR | −0.063*** | 0.486*** | 0.550*** | 0.573*** | 1 | |
| SIZE | −0.236*** | 0.196*** | 0.191*** | 0.185*** | 0.146*** | 1 |
| AGE | −0.186*** | 0.196*** | 0.175*** | 0.170*** | 0.104*** | 0.243*** |
| ROA | −0.543*** | 0.048*** | 0.004 | 0.013*** | 0.053*** | 0.369*** |
| RETURN | 0.058*** | −0.045*** | −0.033*** | −0.030*** | −0.039*** | 0.045*** |
| INDCONC | 0.012*** | −0.105*** | −0.048*** | −0.038*** | −0.011*** | −0.019*** |
| CEOTURN | 0.023*** | 0.097*** | 0.102*** | 0.090*** | 0.037*** | 0.016*** |
| CEODUALITY | −0.058*** | −0.023*** | −0.046*** | −0.040*** | −0.035*** | 0.068*** |
| BOARDSIZE | −0.077*** | 0.492*** | 0.543*** | 0.492*** | 0.284*** | 0.350*** |
| Panel B – Correlation matrix | ||||||
|---|---|---|---|---|---|---|
| Variables | STRG | REGIN_REG | REGIN_RESP | REGIN_TIME | REGUL_DOLLAR | REGIN_DOLLAR |
| STRG | 1 | |||||
| REGIN_REG | −0.131*** | 1 | ||||
| REGIN_RESP | −0.059*** | 0.801*** | 1 | |||
| REGIN_TIME | −0.075*** | 0.821*** | 0.902*** | 1 | ||
| REGIN_DOLLAR | −0.063*** | 0.486*** | 0.550*** | 0.573*** | 1 | |
| SIZE | −0.236*** | 0.196*** | 0.191*** | 0.185*** | 0.146*** | 1 |
| AGE | −0.186*** | 0.196*** | 0.175*** | 0.170*** | 0.104*** | 0.243*** |
| ROA | −0.543*** | 0.048*** | 0.004 | 0.013*** | 0.053*** | 0.369*** |
| RETURN | 0.058*** | −0.045*** | −0.033*** | −0.030*** | −0.039*** | 0.045*** |
| INDCONC | 0.012*** | −0.105*** | −0.048*** | −0.038*** | −0.011*** | −0.019*** |
| CEOTURN | 0.023*** | 0.097*** | 0.102*** | 0.090*** | 0.037*** | 0.016*** |
| CEODUALITY | −0.058*** | −0.023*** | −0.046*** | −0.040*** | −0.035*** | 0.068*** |
| BOARDSIZE | −0.077*** | 0.492*** | 0.543*** | 0.492*** | 0.284*** | 0.350*** |
| Variables | AGE | ROA | RETURN | INDCONC | CEOTURN | CEODUALITY | BOARDSIZE |
|---|---|---|---|---|---|---|---|
| AGE | 1 | ||||||
| ROA | 0.152*** | 1 | |||||
| RETURN | −0.070*** | −0.006* | 1 | ||||
| INDCONC | −0.077*** | 0.007** | 0.024*** | 1 | |||
| CEOTURN | 0.037*** | −0.058*** | −0.021*** | 0.001 | 1 | ||
| CEODUALITY | 0.062*** | 0.071*** | 0.004 | −0.018*** | −0.022*** | 1 | |
| BOARDSIZE | 0.243*** | 0.079*** | −0.067*** | −0.006 | 0.169*** | −0.016*** | 1 |
| Variables | AGE | ROA | RETURN | INDCONC | CEOTURN | CEODUALITY | BOARDSIZE |
|---|---|---|---|---|---|---|---|
| AGE | 1 | ||||||
| ROA | 0.152*** | 1 | |||||
| RETURN | −0.070*** | −0.006* | 1 | ||||
| INDCONC | −0.077*** | 0.007** | 0.024*** | 1 | |||
| CEOTURN | 0.037*** | −0.058*** | −0.021*** | 0.001 | 1 | ||
| CEODUALITY | 0.062*** | 0.071*** | 0.004 | −0.018*** | −0.022*** | 1 | |
| BOARDSIZE | 0.243*** | 0.079*** | −0.067*** | −0.006 | 0.169*** | −0.016*** | 1 |
Note(s): This table presents the sample distribution in Panel A and the correlation matrix in Panel B. We obtain accounting information from Compustat, regulation costs data from https://sites.google.com/view/jkalmenovitz and CEO and board variables from the S&P People Intelligence database. The sample excludes financial (SIC 6000–6999) and utility (SIC 4900–4949) firms. The full sample includes 78,523 firm-year observations from 1995–2019 covering 7,539 unique firms and the sample size varies with the proxies for regulation intensity and additional control variables for CEO and board characteristics. Refer to Appendix A for detailed variable definitions. We winsorize all continuous variables at the upper and lower 1% of the sample distribution. ***, ** and * indicate significance at the 1%, 5% and 10% levels, respectively
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