Submitted:
05 August 2024
Posted:
06 August 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Literature Review
2.1. ESG Performance
2.1.1. The Induction Effect of ESG Performance
2.1.2. Factors Influencing ESG Performance
2.2. Managerial Myopia
3. Mechanism Analysis and Research Hypothesis
3.1. Managerial Myopia and ESG
3.2. Green Investment Inhibition Effect
3.3. Inhibiting Effect of Green Innovation
4. Research Design
4.1. Sample Selection and Data Sources
4.2. Variable Selection
4.2.1. Managerial Myopia
4.2.2. ESG Performance
4.2.3. Mechanism Variable
4.2.4. Control Variables
4.3. Descriptive Statistics
4.4. Model Setting
4.4.1. Benchmark Regression Model
4.4.2. Mechanism Regression Model
5. Empirical Results and Analysis
5.1. Correlation Analysis
5.2. Benchmark Regression
5.3. The Influence of Managerial Myopia on E, S and G
5.4. Robustness Tests
5.4.1. Replace Explanatory Variables
5.4.2. Adjust the Sample Period
5.4.3. Replace the Estimation Method
5.5. Endogenetic Analysis
6. Further Analysis
6.1. Mechanism Analysis
6.2. Heterogeneity Analysis
6.2.1. Nature of the Enterprise
6.2.2. Enterprise Life Cycle
6.2.3. Analyst Attention
6.2.4. PEC
7. Conclusions and Implications
Author Contributions
Funding
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
| 1 | Data source:Bloomberg Intelligence |
| 2 | Data source:Wind Information |
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| Variable | Symbol | Variable name | Definition |
|---|---|---|---|
| Dependent variable | ESG | ESG performance | Huazheng ESG rating. Quarterly data is assigned a value ranging from 1 to 9, and the annual mean is logarithmic. |
| E | Environment | The subscore of E in the ESG rating. | |
| S | Social responsibility | The subscore of S in the ESG rating. | |
| G | Governance | The subscore of G in the ESG rating. | |
| Explanatory variable | Myopia | Managerial myopia | Proportion of the total word frequency of 43 “short-term horizon” words in the total word frequency of MD&A. |
| Mechanism variable | Ginvest | Green investment | Log of the number of green investors plus 1. |
| Ginnova | Sustainability of green innovation | The sequential growth rate of green innovation output multiplied by the current innovation output size. | |
| Control variables | Size | Enterprise size | Logarithm of total assets at the end of the year. |
| Age | Enterprise age | The logarithm of the number of years the firm has been listed. | |
| ROA | Profitability | Return on total assets = net profit/total assets. | |
| Cashratio | Enterprise liquidity | The proportion of cash to total assets. | |
| SOE | Nature of property rights | Dummy variable: SOE value is 1, otherwise 0. | |
| Dual | Dual | The chairperson concurrently serving as the general manager is indicated by 1, otherwise 0. | |
| Mhold | Management shareholding | The ratio of management ownership to total equity. | |
| Balance | Equity balance degree | The proportion of the number of shares held by the second- to fifth-largest shareholders and the largest shareholder. | |
| Indboard | Proportion of independent directors | The ratio of the number of independent directors to the total number of directors. | |
| ICQ | Internal control quality | Logarithm of the Shenzhen Dibo internal control index. | |
| TOP1 | Equity concentration | Shareholding ratio of the largest shareholder. | |
| Organ | Institutional shareholding ratio | The proportion of institutional holdings in total equity. | |
| Baidumed | Investor attention | The median of the Baidu index that investors pay attention to. | |
| Other variables | Year | Time dummy variable | |
| Industry | Industry dummy variable (with reference to the industry standard issued by the China Securities Regulatory Commission [CSRC] in 2012, the manufacturing industry uses a second-level classification, and all others use a first-level classification). | ||
| Variables | (1) N |
(2) Mean |
(3) Sd |
(4) Min |
(5) Max |
|---|---|---|---|---|---|
| ESG | 26,223 | 6.528 | 1.139 | 1 | 9 |
| E | 26,223 | 2.916 | 1.164 | 1 | 9 |
| S | 26,223 | 5.371 | 1.903 | 1 | 9 |
| G | 26,223 | 6.354 | 1.336 | 1 | 9 |
| Myopia | 26,223 | 0.0847 | 0.0771 | 0 | 0.855 |
| Ginvest | 26,223 | 0.556 | 0.775 | 0 | 4.220 |
| Ginnova | 26,223 | 0.417 | 0.862 | 0 | 7.062 |
| Size | 26,223 | 22.27 | 1.325 | 17.81 | 28.50 |
| Age | 26,223 | 2.331 | 0.707 | 0.693 | 3.497 |
| ROA | 26,223 | 0.0364 | 0.0749 | -2.120 | 0.786 |
| Cashratio | 26,223 | 0.195 | 0.139 | 0.0012 | 0.980 |
| SOE | 26,223 | 0.369 | 0.482 | 0 | 1 |
| Dual | 26,223 | 0.267 | 0.442 | 0 | 1 |
| Mhold | 26,223 | 0.127 | 0.193 | 0 | 0.897 |
| Balance | 26,223 | 0.728 | 0.622 | 0 | 4 |
| Indboard | 26,223 | 0.379 | 0.0666 | 0.143 | 0.800 |
| ICQ | 26,223 | 6.473 | 0.167 | 2.194 | 11.07 |
| TOP1 | 26,223 | 0.346 | 0.150 | 0.0029 | 0.900 |
| Organ | 26,223 | 0.395 | 0.239 | 0 | 3.267 |
| Baidumed | 26,223 | 6.700 | 0.728 | 4.043 | 10.81 |
| ESG | Myopia | Ginvest | Ginnova | Size | Age | ROA | Cashratio | SOE | |
|---|---|---|---|---|---|---|---|---|---|
| ESG | 1 | ||||||||
| Myopia | -0.017*** | 1 | |||||||
| Ginvest | 0.180*** | -0.092*** | 1 | ||||||
| Ginnova | 0.089*** | -0.069*** | 0.227*** | 1 | |||||
| Size | 0.327*** | 0.031*** | 0.356*** | 0.233*** | 1 | ||||
| Age | 0.169*** | 0.150*** | 0.007 | -0.006 | 0.439*** | 1 | |||
| ROA | 0.134*** | -0.054*** | 0.246*** | 0.027*** | 0.013** | -0.145*** | 1 | ||
| Cashratio | 0.020*** | -0.097*** | 0.030*** | -0.002 | -0.234*** | -0.248*** | 0.215*** | 1 | |
| SOE | 0.246*** | 0.163*** | -0.002 | 0.037*** | 0.342*** | 0.448*** | -0.052*** | -0.118*** | 1 |
| Dual | -0.092*** | -0.097*** | 0.012** | -0.006 | -0.177*** | -0.238*** | 0.026*** | 0.097*** | -0.297*** |
| Mhold | -0.128*** | -0.159*** | 0.008 | -0.011* | -0.347*** | -0.579*** | 0.121*** | 0.202*** | -0.477*** |
| Balance | -0.078*** | -0.092*** | 0.032*** | 0.018*** | -0.094*** | -0.167*** | -0.024*** | 0.056*** | -0.263*** |
| Indboard | -0.012** | -0.030*** | 0.031*** | 0.011* | -0.023*** | -0.067*** | 0.009 | 0.012* | -0.098*** |
| ICQ | 0.247*** | -0.038*** | 0.189*** | 0.066*** | 0.121*** | -0.093*** | 0.289*** | 0.070*** | 0.039*** |
| TOP1 | 0.127*** | 0.048*** | 0.008 | -0.001 | 0.189*** | -0.060*** | 0.124*** | 0.027*** | 0.234*** |
| Organ | 0.245*** | 0.070*** | 0.245*** | 0.075*** | 0.451*** | 0.375*** | 0.080*** | -0.072*** | 0.391*** |
| Baidumed | 0.222*** | 0.083*** | 0.309*** | 0.170*** | 0.471*** | 0.323*** | 0.028*** | -0.099*** | 0.211*** |
| Dual | Mhold | Balance | Indboard | ICQ | TOP1 | Organ | Baidumed | ||
| Dual | 1 | ||||||||
| Mhold | 0.252*** | 1 | |||||||
| Balance | 0.060*** | 0.239*** | 1 | ||||||
| Indboard | 0.118*** | 0.106*** | -0.012** | 1 | |||||
| ICQ | -0.003 | 0.046*** | -0.049*** | 0.028*** | 1 | ||||
| TOP1 | -0.052*** | -0.106*** | -0.681*** | 0.025*** | 0.118*** | 1 | |||
| Organ | -0.193*** | -0.514*** | -0.190*** | -0.068*** | 0.107*** | 0.380*** | 1 | ||
| Baidumed | -0.101*** | -0.257*** | -0.108*** | 0.012** | 0.080*** | -0.002 | 0.199*** | 1 |
| Variables | (1) ESG |
(2) ESG |
(3) ESG |
(4) ESG |
(5) ESG |
(6) ESG |
|---|---|---|---|---|---|---|
| Myopia | -0.052*** (-3.72) |
-0.086*** (-4.41) |
-0.024* (-1.77) |
-0.041*** (-2.86) |
-0.041*** (-2.83) |
-0.040** (-2.16) |
| Size | 0.027*** (17.87) |
0.028*** (12.69) |
0.029*** (12.87) |
0.029*** (8.47) |
||
| Age | -0.007** (-2.52) |
-0.014** (-2.48) |
-0.014** (-2.55) |
-0.013* (-1.68) |
||
| ROA | 0.107*** (5.77) |
0.071*** (3.74) |
0.067*** (3.55) |
0.068** (2.29) |
||
| Cashratio | 0.038*** (4.42) |
0.021** (2.24) |
0.022** (2.33) |
0.023* (1.77) |
||
| SOE | 0.045*** (11.27) |
-0.004 (-0.69) |
-0.003 (-0.47) |
-0.003 (-0.37) |
||
| Dual | -0.006** (-2.18) |
-0.005* (-1.84) |
-0.005* (-1.82) |
-0.005 (-1.27) |
||
| Mhold | 0.097*** (10.01) |
0.150*** (12.10) |
0.149*** (12.01) |
0.149*** (7.90) |
||
| Balance | -0.004 (-1.25) |
-0.012*** (-3.04) |
-0.011*** (-2.99) |
-0.011* (-1.94) |
||
| Indboard | -0.018 (-1.10) |
-0.022 (-1.32) |
-0.021 (-1.25) |
-0.022 (-1.08) |
||
| ICQ | 0.186*** (27.19) |
0.167*** (23.88) |
0.166*** (23.68) |
0.165*** (15.26) |
||
| TOP1 | 0.048*** (3.17) |
-0.017 (-0.88) |
-0.015 (-0.78) |
-0.014 (-0.46) |
||
| Organ | 0.057*** (9.68) |
0.039*** (6.27) |
0.040*** (6.29) |
0.039*** (4.94) |
||
| Baidumed | 0.014*** (7.04) |
-0.018*** (-5.98) |
-0.018*** (-6.00) |
-0.018*** (-4.64) |
||
| Constant | 1.858*** (661.85) |
1.823*** (19.70) |
-0.091* (-1.71) |
0.277*** (4.30) |
0.247*** (3.41) |
0.207 (1.52) |
| Year | NO | YES | NO | YES | YES | YES |
| Industry | NO | YES | NO | NO | YES | YES |
| Province | NO | YES | NO | NO | NO | YES |
| Cluster by Firm | NO | YES | NO | NO | NO | YES |
| Observations | 26,223 | 26,223 | 26,223 | 26,223 | 26,223 | 26,223 |
| Adj-R2 | 0.009 | 0.0186 | 0.0017 | 0.0558 | 0.0530 | 0.0689 |
| Variables | (1) E |
(2) S |
(3) G |
|---|---|---|---|
| Myopia | -0.189*** (-6.33) |
-0.188*** (-5.63) |
0.098*** (4.95) |
| Constant | -0.778*** (-7.22) |
-649*** (-5.39) |
-1.280*** (-17.87) |
| Controls | YES | YES | YES |
| Year | YES | YES | YES |
| Industry | YES | YES | YES |
| Observations | 26,223 | 26,223 | 26,223 |
| Adj-R2 | 0.102 | 0.251 | 0.221 |
| Variables | Replace explanatory variables | Adjust the sample period | Replace the estimation method | ||
|---|---|---|---|---|---|
| (1) ESG |
(2) ESG |
(3) ESG P(0.25) |
(4) ESG P(0.5) |
(5) ESG P(0.75) |
|
| Myopia | -0.304*** (-9.82) |
-0.217*** (-5.41) |
-0.043** (-2.21) |
-0.035** (-2.32) |
-0.024* (-1.62) |
| Controls | YES | YES | YES | YES | YES |
| Year | YES | YES | YES | YES | YES |
| Industry | YES | YES | NO | YES | YES |
| Observations | 10154 | 10901 | 26,223 | 26,223 | 26,223 |
| Adj-R2 | 0.670 | 0.078 | 0.0214 | 0.1540 | 0.0655 |
| Variables | instrumental variables (Amyopia) |
instrumental variables (Edu) |
||
|---|---|---|---|---|
| (1) First stage Myopia |
(2) Second stage ESG |
(1) First stage Myopia |
(2) Second stage ESG |
|
| Amyopia | 0.9119*** (44.59) |
|||
| Edu | -0.035*** (-7.50) |
|||
| Myopia | -0.4406*** (-8.47) |
-1.608*** (-4.53) |
||
| Robust F Statistic | 257.62*** | 104.37*** | ||
| Wald F Statistic | 5775.32*** | 3971.56*** | ||
| Constant | 0.1676*** (7.41) |
-0.8716*** (-11.59) |
0.2855*** (12.23) |
-0.007 (-0.06) |
| N | 26223 | 26223 | 26104 | 26104 |
| R-squared | 0.1269 | 0.1598 | 0.0561 | 0.2140 |
| Variables | (1) Ginvest |
(2) ESG |
(3) Ginnova |
(4) ESG |
|---|---|---|---|---|
| Myopia | -0.253*** (-4.45) |
-0.023* (-1.71) |
-0.130** (-2.52) |
-0.023* (-1.70) |
| Ginvest | 0.004*** (2.62) |
|||
| Ginnova | 0.004*** (2.70) |
|||
| Constant | -6.003*** (-29.02) |
-0.066 (-1.23) |
-2.129*** (-10.12) |
-0.079 (-1.49) |
| Controls | YES | YES | YES | YES |
| Year | YES | YES | YES | YES |
| Industry | YES | YES | YES | YES |
| Observations | 26,223 | 26,223 | 26,223 | 26,223 |
| Adj-R2 | 0.137 | 0.227 | 0.308 | 0.065 |
| Variables | ESG | ESG | ESG | |||
|---|---|---|---|---|---|---|
| (1) SOEs |
(2) NSOEs |
(3) high-tech |
(4) non-high-tech |
(5) HPEs |
(6) NHPEs |
|
| Myopia | -0.051** (-2.07) |
-0.040* (-1.94) |
-0.040 (-1.37) |
-0.033** (-2.00) |
-0.048* (-1.75) |
-0.034** (-2.03) |
| Constant | 0.570*** (3.00) |
-0.121 (-1.25) |
0.474*** (3.35) |
0.527*** (6.06) |
0.710*** (5.19) |
0.084 (1.04) |
| Control | YES | YES | YES | YES | YES | YES |
| Year | YES | YES | YES | YES | YES | YES |
| Industry | YES | YES | YES | YES | YES | YES |
| Observations | 9671 | 16552 | 8067 | 18156 | 7401 | 18822 |
| Adj-R2 | 0.0275 | 0.1213 | 0.446 | 0.312 | 0.0580 | 0.1009 |
| Variables | life cycle | ||
|---|---|---|---|
| (1) growth period ESG |
(2) mature period ESG |
(3) decline period ESG |
|
| Myopia | -0.048** (-2.16) |
-0.012 (-0.43) |
-0.028 (-0.93) |
| Constant | 0.722*** (6.32) |
0.654*** (4.29) |
0.266* (1.67) |
| Control | YES | YES | YES |
| Year | YES | YES | YES |
| Industry | YES | YES | YES |
| Observations | 11462 | 8202 | 6559 |
| Adj-R2 | 0.279 | 0.365 | 0.396 |
| Variables | Analyst attention | PEC | ||
|---|---|---|---|---|
| (1) Analyst_high ESG |
(2) Analyst_low ESG |
(3) Pollute_high ESG |
(4) Pollute_low ESG |
|
| Myopia | -0.044** (-2.19) |
-0.068*** (-2.69) |
-0.038*** (-4.59) |
-0.049* (-1.73) |
| Constant | 0.209* (1.70) |
0.136 (1.24) |
1.524*** (2.88) |
0.577*** (6.37) |
| Control | YES | YES | YES | YES |
| Year | YES | YES | YES | YES |
| Industry | YES | YES | YES | YES |
| Observations | 13122 | 13101 | 12430 | 13793 |
| Adj-R2 | 0.104 | 0.080 | 0.415 | 0.004 |
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