Submitted:
06 June 2024
Posted:
11 June 2024
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Abstract
Keywords:
1. Introduction
2. Literature Review and Hypotheses
3. Data and Methodology
4. Results
5. Conclusions
| 1 | Another view is insider-initiated ESG (see Cheng et al. 2014 for detailed discussion). In this case, philanthropy supports board members or management views and profit is not typically maximized. |
| 2 | Such an approach is also utilized in Attig et al., 2013 and Benlemlih and Bitar, 2016. |
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| Low AdjESG | High AdjESG | Difference | t-Test | p-Value | |
|---|---|---|---|---|---|
| DivPayer (%) | 38.80 | 52.23 | -13.43 | -18.25 | 0.000 |
| DivYield | 0.008 | 0.011 | -0.003 | -14.32 | 0.000 |
| DivYield (Payers Only) | 0.0197 | 0.0203 | -0.0006 | -1.14 | 0.254 |
| n | 11224 | 7434 |
| Coeff | Coeff | Coeff | Coeff | Coeff | Coeff | |
|---|---|---|---|---|---|---|
| Constant | -0.392*** | -3.637*** | -1.450 | -0.391*** | -3.642*** | -1.459 |
| (0.060) | (0.759) | (0.998) | (0.060) | (0.759) | (1.005) | |
| AdjESG | 0.403*** | 0.117** | 0.101** | |||
| (0.050) | (0.054) | (0.050) | ||||
| AdjESG2 | 0.399*** | 0.110** | 0.105** | |||
| (0.049) | (0.054) | (0.050) | ||||
| Size | 0.245*** | 0.174*** | 0.246*** | 0.149*** | ||
| (0.033) | (0.035) | (0.033) | (0.042) | |||
| NetIncome | 4.317*** | 4.553*** | 4.318*** | 4.556*** | ||
| (0.464) | (0.481) | (0.464) | (0.492) | |||
| Cash | -2.955*** | -2.597*** | -2.954*** | -2.603*** | ||
| (0.364) | (0.377) | (0.364) | (0.370) | |||
| Q | 0.226*** | 0.177** | 0.226*** | 0.175** | ||
| (0.074) | (0.076) | (0.074) | (0.075) | |||
| Debt | 0.302 | 0.482* | 0.301 | 0.478* | ||
| (0.238) | (0.256) | (0.238) | (0.249) | |||
| Ret | 0.011 | 0.036 | 0.011 | 0.037 | ||
| (0.031) | (0.032) | (0.031) | (0.031) | |||
| EarnGrVol | -0.066*** | -0.079*** | -0.066*** | -0.079*** | ||
| (0.018) | (0.019) | (0.018) | (0.018) | |||
| Volatility | -16.272*** | -14.464*** | -16.273*** | -14.462*** | ||
| (1.033) | (1.009) | (1.033) | (1.012) | |||
| AssetGrowth | -1.302 | -1.104*** | -1.302*** | -1.105*** | ||
| (0.110) | (0.101) | (0.110) | (0.100) | |||
| Year Dummies | Yes | Yes | Yes | Yes | Yes | Yes |
| Age Dummies | No | No | Yes | No | No | Yes |
| Industry Dummies | No | No | Yes | No | No | Yes |
| n | 22572 | 20679 | 20679 | 22572 | 20679 | 20679 |
| McFadden R2 | 0.04 | 0.42 | 0.44 | 0.04 | 0.042 | 0.44 |
| Coeff | Coeff | Coeff | Coeff | |
|---|---|---|---|---|
| Constant | -0.702** | -0.702** | -0.414 | -0.412 |
| (0.344) | (0.344) | (0.300) | (0.298) | |
| AdjESG | 0.019** | |||
| (0.008) | ||||
| AdjESG2 | 0.019** | |||
| (0.007) | ||||
| AdjESG D 1-Year | 0.005 | |||
| (0.013) | ||||
| AdjESG2 D 1-Year | 0.005 | |||
| (0.013) | ||||
| Profit | 0.994*** | 0.994*** | 0.866* | 0.866* |
| (0.351) | (0.351) | (0.487) | (0.486) | |
| AssetGrowth | -0.614* | -0.615* | -0.890*** | -0.889*** |
| (0.367) | (0.367) | (0.327) | (0.327) | |
| Market-to-book | -1.952** | -1.953** | -1.573 | -1.573 |
| (0.980) | (0.979) | (1.022) | (1.022) | |
| Percentile | 0.527*** | 0.526*** | 0.813*** | 0.813*** |
| (0.071) | (0.070) | (0.139) | (0.139) | |
| n | 20679 | 20679 | 18218 | 18218 |
| Adj R2 | 0.27 | 0.27 | 0.25 | 0.25 |
| With AdjESG | Without AdjESG | ||||||
|---|---|---|---|---|---|---|---|
| Firms | Avg AdjESG | Actual % | Expected % | Expected - Actual | Expected % | Expected - Actual | |
| 1991-2005 | 5875 | -0.079 | 50.1 | ||||
| 2006 | 1273 | -0.177 | 38.6 | 53.0 | 14.4 | 54.1 | 15.5 |
| 2007 | 1325 | -0.187 | 36.9 | 50.6 | 13.7 | 55.5 | 18.6 |
| 2008 | 1402 | -0.208 | 33.9 | 50.6 | 16.7 | 53.2 | 19.3 |
| 2009 | 1315 | -0.206 | 34.7 | 49.7 | 15.0 | 51.3 | 16.6 |
| 2010 | 1386 | -0.302 | 37.4 | 46.9 | 9.5 | 50.2 | 12.8 |
| 2011 | 1320 | -0.355 | 40.7 | 49.7 | 9.0 | 53.8 | 13.1 |
| 2012 | 1347 | 0.284 | 41.9 | 51.3 | 9.4 | 51.9 | 10.0 |
| 2013 | 1302 | 0.193 | 46.4 | 49.2 | 2.8 | 53.7 | 7.3 |
| 2014 | 1391 | 0.256 | 46.0 | 51.4 | 5.4 | 56.0 | 10.0 |
| 2015 | 1388 | 0.305 | 45.1 | 53.1 | 8.0 | 54.9 | 9.8 |
| 2016 | 1355 | 0.384 | 44.1 | 48.7 | 4.6 | 51.5 | 7.4 |
| Coeff | Coeff | Coeff | Coeff | Coeff | Coeff | |
|---|---|---|---|---|---|---|
| Constant | -1.527 | -0.363 | -1.616 | -0.877 | -1.640* | -1.825* |
| (1.007) | (1.005) | (0.999) | (0.982) | (0.990) | (1.042) | |
| AdjENV | 0.182 | |||||
| (0.234) | ||||||
| AdjCOM | -0.140 | |||||
| (0.149) | ||||||
| AdjEMP | -0.095 | |||||
| (0.202) | ||||||
| AdjDIV | 0.447*** | |||||
| (0.122) | ||||||
| AdjPRO | -0.171 | |||||
| (0.150) | ||||||
| AdjCGOV | 0.629*** | |||||
| (0.125) | ||||||
| Size | 0.179*** | 0.187*** | 0.183*** | 0.154*** | 0.175*** | 0.186*** |
| (0.035) | (0.036) | (0.035) | (0.036) | (0.036) | (0.037) | |
| NetIncome | 4.560*** | 4.575*** | 4.545*** | 4.594*** | 4.838*** | 4.437*** |
| (0.483) | (0.540) | (0.484) | (0.491) | (0.539) | (0.545) | |
| Cash | -2.586*** | -2.714*** | -2.589*** | -2.660*** | -2.455*** | -2.575*** |
| (0.377) | (0.399) | (0.377) | (0.378) | (0.384) | (0.407) | |
| Q | 0.175** | 0.194** | 0.174** | 0.202** | 0.215** | 0.140* |
| (0.077) | (0.080) | (0.077) | (0.080) | (0.084) | (0.081) | |
| Debt | 0.468* | 0.468* | 0.462* | 0.497* | 0.557** | 0.395 |
| (0.256) | (0.277) | (0.257) | (0.259) | (0.270) | (0.286) | |
| Ret | 0.035 | 0.027 | 0.034 | 0.044 | 0.023 | 0.050 |
| (0.032) | (0.035) | (0.032) | (0.033) | (0.033) | (0.036) | |
| EarnGrVol | -0.080*** | -0.080*** | -0.079*** | -0.078*** | -0.071*** | -0.076*** |
| (0.019) | (0.020) | (0.019) | (0.019) | (0.020) | (0.021) | |
| Volatility | -14.455*** | -14.421*** | -14.524*** | -14.376*** | -14.627*** | -14.000*** |
| (1.009) | (1.047) | (1.012) | (1.006) | (1.045) | (1.051) | |
| AssetGrowth | -1.106*** | -1.167*** | -1.113*** | -1.023*** | -1.076*** | -1.089*** |
| (0.101) | (0.113) | (0.101) | (0.099) | (0.108) | (0.113) | |
| Year Dummies | Yes | Yes | Yes | Yes | Yes | Yes |
| Age Dummies | Yes | Yes | Yes | Yes | Yes | Yes |
| Industry Dummies | Yes | Yes | Yes | Yes | Yes | Yes |
| n | 20679 | 20679 | 20679 | 20679 | 20679 | 20679 |
| McFadden R2 | 0.41 | 0.40 | 0.41 | 0.43 | 0.41 | 0.44 |
| (1) Low Profit | (2) High Profit | (3) Low Profit | (4) High Profit | (5) Low Profit | (6) High Profit | |
|---|---|---|---|---|---|---|
| Constant | -0.806*** | 0.313*** | -4.772*** | -2.540*** | -1.833 | -0.852 |
| (0.080) | (0.094) | (0.920) | (0.902) | (1.183) | (1.140) | |
| AdjESG | 0.209*** | 0.431*** | 0.027 | 0.184*** | -0.005 | 0.189*** |
| (0.070) | (0.062) | (0.073) | (0.068) | (0.074) | (0.073) | |
| Size | 0.301*** | 0.202*** | 0.220*** | 0.137*** | ||
| (0.041) | (0.039) | (0.043) | (0.042) | |||
| NetIncome | 4.466*** | 2.404** | 4.698*** | 2.587** | ||
| (0.793) | (0.998) | (0.810) | (1.075) | |||
| Cash | -4.371*** | -2.047*** | -3.923*** | -1.729*** | ||
| (0.563) | (0.403) | (0.575) | (0.424) | |||
| Q | 0.183** | 0.348*** | 0.165* | 0.186 | ||
| (0.082) | (0.119) | (0.085) | (0.118) | |||
| Debt | -0.076 | 0.629* | 0.119 | 0.778** | ||
| (0.295) | (0.326) | (0.322) | (0.328) | |||
| Ret | 0.106** | -0.033 | 0.171*** | -0.045 | ||
| (0.045) | (0.040) | (0.046) | (0.041) | |||
| EarnGrVol | -0.079*** | -0.044** | -0.091*** | -0.061*** | ||
| (0.023) | (0.021) | (0.025) | (0.022) | |||
| Volatility | -14.898*** | -17.054*** | -14.201*** | -13.984*** | ||
| (1.265) | (1.335) | (1.248) | (1.339) | |||
| AssetGrowth | -0.966*** | -1.964*** | -0.816*** | -1.719*** | ||
| (0.112) | (0.210) | (0.107) | (0.206) | |||
| Year Dummies | Yes | Yes | Yes | Yes | Yes | Yes |
| Age Dummies | No | No | No | No | Yes | Yes |
| Industry Dummies | No | No | No | No | Yes | Yes |
| n | 11286 | 11286 | 10339 | 10340 | 10339 | 10340 |
| McFadden R2 | 0.03 | 0.04 | 0.41 | 0.43 | 0.42 | 0.45 |
| (1) AdjESG | (2) DivPayer | (3) AdjESG | (4) DivPayer | (5) AdjESG | (6) DivPayer | |
|---|---|---|---|---|---|---|
| Constant | 0.403*** | -0.286*** | -1.563*** | -2.659*** | -2.014*** | -1.693*** |
| (0.015) | (0.038) | (0.070) | (0.211) | (0.106) | (0.332) | |
| FirstESG | 0.473*** | 0.432*** | 0.431*** | |||
| (0.009) | (0.010) | (0.010) | ||||
| PredAdjESG | 0.362*** | 0.234*** | 0.149** | |||
| (0.045) | (0.060) | (0.069) | ||||
| Size | 0.091*** | 0.157*** | 0.095*** | 0.134*** | ||
| (0.003) | (0.010) | (0.003) | (0.010) | |||
| NetIncome | 0.060* | 2.401*** | 0.102*** | 2.864*** | ||
| (0.033) | (0.128) | (0.034) | (0.134) | |||
| Cash | 0.112*** | -1.656*** | 0.042 | -1.282*** | ||
| (0.033) | (0.097) | (0.033) | (0.102) | |||
| Q | -0.008 | 0.152*** | 0.004 | 0.137*** | ||
| (0.009) | (0.024) | (0.009) | (0.025) | |||
| Debt | -0.076*** | 0.167*** | -0.072*** | 0.361*** | ||
| (0.022) | (0.060) | (0.022) | (0.063) | |||
| Ret | -0.031*** | 0.008 | -0.033*** | 0.007 | ||
| (0.005) | (0.015) | (0.005) | (0.016) | |||
| EarnGrVol | -0.003 | -0.037*** | -0.003* | -0.044*** | ||
| (0.002) | (0.005) | (0.002) | (0.005) | |||
| Volatility | 0.107 | -8.615*** | 0.300*** | -7.087*** | ||
| (0.089) | (0.272) | (0.089) | (0.279) | |||
| AssetGrowth | -0.042*** | -0.734*** | -0.047*** | -0.689*** | ||
| (0.013) | (0.042) | (0.013) | (0.043) | |||
| Year Dummies | Yes | Yes | Yes | Yes | Yes | Yes |
| Age Dummies | No | No | No | No | Yes | Yes |
| Industry Dummies | No | No | No | No | Yes | Yes |
| n | 22572 | 22572 | 20679 | 20679 | 20679 | 20679 |
| Endogeneity p-value | 0.000 | 0.000 | 0.000 |
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