Board Gender Diversity and Firm Performance: Recent Evidence from Japan
Abstract
:1. Introduction
2. Background
3. Theoretical Framework
3.1. Resource Dependence Theory
3.2. Agency Theory
3.3. Behavioral Theory
3.4. Critical Mass Theory
4. Literature Review and Hypotheses Development
4.1. Positive Impact of Board Gender Diversity on Firm Performance
4.2. Negative Impact of Board Gender Diversity on Firm Performance
4.3. Neutral Impact of Board Gender Diversity on Firm Performance
5. Research Design
5.1. Data Sample
5.2. Fixed-Effects Model
5.2.1. Dependent Variable
5.2.2. Explanatory Variables
5.2.3. Control Variables
5.3. Chow’s Test
5.4. Instrumental Variables and 2SLS Model
5.5. Nonlinear Quadratic Model
6. Empirical Results and Discussion
6.1. Descriptive Statistics
6.2. Fixed-Effects Regressions
6.3. Small vs. Large Firms
6.4. Low vs. High Leverages
6.5. Low vs. High Cash Holding
6.6. Low vs. High Institutional Ownership
6.7. The Impact of COVID-19
6.8. Different Industries
6.9. Mediating Effects
6.10. 2SLS Regressions
6.11. Alternative Performance Measures
6.12. Nonlinear Quadratic Regression
6.13. Comparison with Other Countries
7. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Variable | Definition |
---|---|
ROA | The net income divided by the total assets. |
ROE | The net income divided by the shareholder’s equity. |
MktCapChg | The annual percentage change in the market capitalization. |
FemaleFrac | The number of female directors divided by the total number of directors |
FemaleDum | The dummy variable equals one in the presence of at least one female director and zero in its absence. |
FirmSize | The natural logarithm of the total assets. |
FirmLev | The total debts divided by the total assets. |
Tangibility | The fixed assets divided by the total assets. |
BoardSize | The total number of directors. |
BoardInd | The number of independent directors divided by the total number of directors. |
DirAge | The average director’s age. |
Duality | The dummy variable is set to one if the company’s CEO also serves as the board chair; alternatively, it takes a value of zero. |
EqOpp | The dummy variable is assigned a value of one if the firm explicitly commits to non-discrimination against any group of people; in other cases, it is set to zero. |
CashHold | The cash and cash equivalents divided by the total assets. |
InstiOwn | Institutional ownership measures the percentage of a company’s outstanding shares that institutional investors hold. |
RD | The research and development expenditure divided by the net sales. |
ESG | A metric that evaluates a company’s performance in three key areas: environmental, social, and governance. |
Variable | Obs. | Mean | Std. Dev. | Min | P25 | Median | P75 | Max |
---|---|---|---|---|---|---|---|---|
ROA | 25,363 | 3.813 | 4.693 | −12.572 | 1.379 | 3.324 | 5.820 | 20.213 |
ROE | 25,363 | 7.446 | 9.822 | −37.329 | 3.659 | 7.114 | 11.439 | 37.418 |
MktCapChg | 21,901 | 0.112 | 0.391 | −0.548 | −0.123 | 0.038 | 0.252 | 1.793 |
FemaleFrac | 25,363 | 5.002 | 7.832 | 0.000 | 0.000 | 0.000 | 10.000 | 96.000 |
FemaleDum | 25,363 | 0.350 | 0.477 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 |
FirmSize | 25,363 | 11.588 | 1.832 | 7.925 | 10.346 | 11.346 | 12.615 | 16.635 |
FirmLev | 25,363 | 18.443 | 17.044 | 0.000 | 3.615 | 14.309 | 28.722 | 68.934 |
Tangibility | 25,363 | 25.859 | 18.254 | 0.324 | 11.463 | 24.256 | 37.059 | 76.667 |
BoardSize | 25,363 | 8.972 | 2.879 | 4.000 | 7.000 | 9.000 | 11.000 | 18.000 |
BoardInd | 25,363 | 23.122 | 16.838 | 0.000 | 10.000 | 22.222 | 33.333 | 66.667 |
DirAge | 25,363 | 59.574 | 4.716 | 43.690 | 57.380 | 60.333 | 62.667 | 69.000 |
Duality | 25,363 | 0.779 | 0.415 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 |
EqOpp | 22,274 | 0.517 | 0.500 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 |
CashHold | 25,363 | 18.706 | 14.211 | 1.402 | 8.423 | 14.919 | 24.751 | 70.160 |
InstiOwn | 22,263 | 35.797 | 18.661 | 2.341 | 21.491 | 33.938 | 48.938 | 83.894 |
RD | 23,450 | 1.707 | 2.749 | 0.000 | 0.000 | 0.509 | 2.391 | 15.640 |
ESG | 5696 | 2.237 | 1.044 | 0.750 | 1.365 | 1.995 | 2.910 | 5.150 |
(1) | (2) | |
---|---|---|
ROA | ROA | |
FemaleFrac | −0.013 *** | |
(0.004) | ||
FemaleDum | −0.156 ** | |
(0.065) | ||
FirmSize | 1.494 *** | 1.478 *** |
(0.088) | (0.088) | |
FirmLev | −0.181 *** | −0.181 *** |
(0.003) | (0.003) | |
Tangibility | −0.063 *** | −0.063 *** |
(0.005) | (0.005) | |
BoardSize | 0.034 *** | 0.037 *** |
(0.012) | (0.012) | |
BoardInd | 0.003 | 0.002 |
(0.002) | (0.002) | |
DirAge | −0.078 *** | −0.076 *** |
(0.010) | (0.010) | |
Duality | 0.018 | 0.022 |
(0.075) | (0.075) | |
Constant | −4.191 *** | −4.141 *** |
(1.044) | (1.045) | |
Firm FE | Yes | Yes |
Observations | 25,363 | 25,363 |
R-squared | 0.146 | 0.145 |
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
Small Firms | Large Firms | Small Firms | Large Firms | |
ROA | ROA | ROA | ROA | |
FemaleFrac | −0.028 *** | 0.000 | ||
(0.006) | (0.005) | |||
FemaleDum | −0.383 *** | −0.103 | ||
(0.111) | (0.075) | |||
FirmSize | 1.815 *** | 1.405 *** | 1.791 *** | 1.438 *** |
(0.141) | (0.125) | (0.141) | (0.124) | |
FirmLev | −0.203 *** | −0.163 *** | −0.204 *** | −0.163 *** |
(0.005) | (0.004) | (0.005) | (0.004) | |
Tangibility | −0.058 *** | −0.067 *** | −0.058 *** | −0.067 *** |
(0.007) | (0.006) | (0.007) | (0.006) | |
BoardSize | 0.087 *** | 0.022 * | 0.098 *** | 0.023 * |
(0.023) | (0.013) | (0.024) | (0.013) | |
BoardInd | −0.003 | 0.001 | −0.004 | 0.003 |
(0.003) | (0.003) | (0.003) | (0.003) | |
DirAge | −0.114 *** | −0.022 * | −0.112 *** | −0.024 * |
(0.015) | (0.013) | (0.015) | (0.013) | |
Duality | 0.109 | 0.055 | 0.118 | 0.051 |
(0.151) | (0.077) | (0.151) | (0.077) | |
Constant | −3.381 ** | −8.724 *** | −3.345 ** | −9.012 *** |
(1.493) | (1.643) | (1.495) | (1.645) | |
Firm FE | Yes | Yes | Yes | Yes |
Observations | 12,676 | 12,687 | 12,676 | 12,687 |
R-squared | 0.149 | 0.158 | 0.148 | 0.158 |
Chow F-value | 10.835 *** | 3.739 * |
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
Low Leverage | High Leverage | Low Leverage | High Leverage | |
ROA | ROA | ROA | ROA | |
FemaleFrac | −0.012 ** | −0.021 *** | ||
(0.006) | (0.006) | |||
FemaleDum | −0.091 | −0.315 *** | ||
(0.093) | (0.092) | |||
FirmSize | 2.050 *** | 1.304 *** | 2.020 *** | 1.300 *** |
(0.135) | (0.126) | (0.134) | (0.126) | |
FirmLev | −0.156 *** | −0.198 *** | −0.156 *** | −0.199 *** |
(0.011) | (0.005) | (0.011) | (0.005) | |
Tangibility | −0.087 *** | −0.063 *** | −0.087 *** | −0.063 *** |
(0.008) | (0.006) | (0.008) | (0.006) | |
BoardSize | 0.030 | 0.021 | 0.033 * | 0.027 |
(0.018) | (0.017) | (0.018) | (0.017) | |
BoardInd | 0.007 ** | −0.006 ** | 0.005 * | −0.007 ** |
(0.003) | (0.003) | (0.003) | (0.003) | |
DirAge | −0.140 *** | −0.036 ** | −0.137 *** | −0.034 ** |
(0.014) | (0.014) | (0.014) | (0.014) | |
Duality | 0.043 | 0.052 | 0.051 | 0.052 |
(0.108) | (0.106) | (0.108) | (0.106) | |
Constant | −7.843 *** | −2.282 | −7.677 *** | −2.366 |
(1.581) | (1.511) | (1.579) | (1.514) | |
Firm FE | Yes | Yes | Yes | Yes |
Observations | 12,676 | 12,687 | 12,676 | 12,687 |
R-squared | 0.067 | 0.168 | 0.067 | 0.168 |
Chow F-value | 6.790 *** | 7.416 *** |
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
Low CashHold | High CashHold | Low CashHold | High CashHold | |
ROA | ROA | ROA | ROA | |
FemaleFrac | −0.019 *** | −0.018 *** | ||
(0.005) | (0.007) | |||
FemaleDum | −0.312 *** | −0.144 | ||
(0.073) | (0.112) | |||
FirmSize | 1.449 *** | 1.682 *** | 1.455 *** | 1.644 *** |
(0.120) | (0.135) | (0.120) | (0.135) | |
FirmLev | −0.155 *** | −0.208 *** | −0.155 *** | −0.208 *** |
(0.004) | (0.006) | (0.004) | (0.006) | |
Tangibility | −0.057 *** | −0.067 *** | −0.057 *** | −0.067 *** |
(0.006) | (0.008) | (0.006) | (0.008) | |
BoardSize | 0.042 *** | 0.051 ** | 0.047 *** | 0.054 ** |
(0.013) | (0.023) | (0.013) | (0.023) | |
BoardInd | 0.003 | 0.002 | 0.004 | 0.000 |
(0.003) | (0.003) | (0.003) | (0.003) | |
DirAge | −0.009 | −0.137 *** | −0.008 | −0.133 *** |
(0.012) | (0.015) | (0.012) | (0.015) | |
Duality | −0.023 | 0.116 | −0.027 | 0.128 |
(0.079) | (0.141) | (0.079) | (0.141) | |
Constant | −9.494 *** | −1.745 | −9.644 *** | −1.602 |
(1.523) | (1.511) | (1.525) | (1.512) | |
Firm FE | Yes | Yes | Yes | Yes |
Observations | 12676 | 12687 | 12676 | 12687 |
R-squared | 0.165 | 0.138 | 0.165 | 0.138 |
Chow F-value | 0.493 | 1.467 |
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
Low InstiOwn | High InstiOwn | Low InstiOwn | High InstiOwn | |
ROA | ROA | ROA | ROA | |
FemaleFrac | −0.035 *** | −0.000 | ||
(0.007) | (0.006) | |||
FemaleDum | −0.347 *** | 0.011 | ||
(0.113) | (0.086) | |||
FirmSize | 1.820 *** | 1.586 *** | 1.782 *** | 1.583 *** |
(0.154) | (0.133) | (0.154) | (0.132) | |
FirmLev | −0.188 *** | −0.170 *** | −0.189 *** | −0.170 *** |
(0.005) | (0.005) | (0.005) | (0.005) | |
Tangibility | −0.045 *** | −0.081 *** | −0.045 *** | −0.081 *** |
(0.008) | (0.007) | (0.008) | (0.007) | |
BoardSize | 0.054 ** | −0.011 | 0.064 *** | −0.011 |
(0.022) | (0.017) | (0.022) | (0.017) | |
BoardInd | 0.002 | −0.008 *** | −0.001 | −0.008 *** |
(0.003) | (0.003) | (0.003) | (0.003) | |
DirAge | −0.107 *** | −0.060 *** | −0.102 *** | −0.060 *** |
(0.016) | (0.015) | (0.016) | (0.015) | |
Duality | 0.048 | 0.162 * | 0.057 | 0.162 * |
(0.144) | (0.095) | (0.144) | (0.095) | |
Constant | −5.522 *** | −6.383 *** | −5.522 *** | −6.355 *** |
(1.701) | (1.648) | (1.704) | (1.647) | |
Firm FE | Yes | Yes | Yes | Yes |
Observations | 11,129 | 11,134 | 11,129 | 11,134 |
R-squared | 0.132 | 0.138 | 0.131 | 0.138 |
Chow F-value | 14.007 *** | 7.879 *** |
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
Before COVID-19 | During COVID-19 | Before COVID-19 | During COVID-19 | |
ROA | ROA | ROA | ROA | |
FemaleFrac | −0.023 *** | −0.005 | ||
(0.006) | (0.008) | |||
FemaleDum | −0.157 * | −0.152 | ||
(0.083) | (0.147) | |||
FirmSize | 1.580 *** | 5.511 *** | 1.555 *** | 5.531 *** |
(0.109) | (0.334) | (0.109) | (0.333) | |
FirmLev | −0.175 *** | −0.270 *** | −0.175 *** | −0.271 *** |
(0.004) | (0.010) | (0.004) | (0.010) | |
Tangibility | −0.079 *** | −0.156 *** | −0.079 *** | −0.156 *** |
(0.006) | (0.016) | (0.006) | (0.015) | |
BoardSize | 0.047 *** | 0.103 *** | 0.050 *** | 0.108 *** |
(0.015) | (0.036) | (0.015) | (0.036) | |
BoardInd | 0.010 *** | −0.007 | 0.009 *** | −0.006 |
(0.003) | (0.007) | (0.003) | (0.007) | |
DirAge | −0.060 *** | −0.046 * | −0.056 *** | −0.048 * |
(0.012) | (0.025) | (0.012) | (0.025) | |
Duality | 0.063 | −0.117 | 0.066 | −0.117 |
(0.089) | (0.185) | (0.089) | (0.185) | |
Constant | −6.233 *** | −49.453 *** | −6.168 *** | −49.624 *** |
(1.315) | (4.047) | (1.316) | (4.043) | |
Firm FE | Yes | Yes | Yes | Yes |
Observations | 18,153 | 7210 | 18,153 | 7210 |
R-squared | 0.153 | 0.205 | 0.152 | 0.205 |
Chow F-value | 3.879 ** | 1.993 |
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | |
---|---|---|---|---|---|---|---|---|---|---|---|
Energy | Materials | Industrials | Consumer Discretionary | Consumer Staples | Health Care | Financials | Information Technology | Communication Services | Utilities | Real Estate | |
ROA | ROA | ROA | ROA | ROA | ROA | ROA | ROA | ROA | ROA | ROA | |
FemaleFrac | −0.075 * | −0.032 *** | −0.006 | −0.020 ** | −0.022 ** | −0.019 | −0.006 | −0.015 | 0.041 | −0.064 ** | −0.020 |
(0.042) | (0.012) | (0.008) | (0.009) | (0.009) | (0.020) | (0.009) | (0.012) | (0.031) | (0.026) | (0.031) | |
FirmSize | 3.721 *** | 2.421 *** | 1.545 *** | 1.606 *** | 0.802 *** | 2.562 *** | −0.149 | 2.497 *** | 1.004 * | −0.301 | 0.457 |
(1.240) | (0.295) | (0.171) | (0.218) | (0.230) | (0.404) | (0.170) | (0.260) | (0.523) | (0.657) | (0.468) | |
FirmLev | −0.096 *** | −0.180 *** | −0.161 *** | −0.217 *** | −0.162 *** | −0.168 *** | −0.080 *** | −0.190 *** | −0.256 *** | −0.106 *** | −0.107 *** |
(0.036) | (0.009) | (0.006) | (0.007) | (0.009) | (0.014) | (0.009) | (0.010) | (0.024) | (0.021) | (0.021) | |
Tangibility | −0.064 * | −0.118 *** | −0.084 *** | −0.025 ** | −0.056 *** | 0.012 | −0.030 ** | −0.132 *** | 0.052 | 0.002 | −0.083 *** |
(0.034) | (0.013) | (0.008) | (0.011) | (0.011) | (0.026) | (0.015) | (0.015) | (0.045) | (0.016) | (0.022) | |
BoardSize | −0.147 | 0.021 | 0.048 ** | −0.058 ** | 0.027 | −0.027 | 0.011 | 0.123 *** | 0.426 *** | 0.016 | 0.200 ** |
(0.109) | (0.031) | (0.020) | (0.029) | (0.032) | (0.061) | (0.029) | (0.038) | (0.126) | (0.073) | (0.098) | |
BoardInd | 0.041 ** | −0.005 | 0.006 * | −0.024 *** | 0.004 | −0.010 | 0.028 *** | 0.029 *** | −0.054 *** | 0.030 ** | 0.004 |
(0.019) | (0.006) | (0.004) | (0.005) | (0.005) | (0.010) | (0.005) | (0.006) | (0.018) | (0.015) | (0.017) | |
DirAge | −0.165 | −0.019 | −0.035 ** | −0.107 *** | −0.013 | −0.157 *** | −0.079 *** | −0.052 * | −0.306 *** | 0.013 | −0.067 |
(0.107) | (0.028) | (0.017) | (0.023) | (0.023) | (0.051) | (0.028) | (0.028) | (0.071) | (0.062) | (0.073) | |
Duality | −0.250 | −0.006 | −0.044 | −0.295 | 0.269 | −0.082 | −0.473 *** | 0.227 | 2.142 ** | 0.401 | 0.989 |
(0.646) | (0.173) | (0.121) | (0.192) | (0.190) | (0.386) | (0.165) | (0.230) | (0.888) | (0.575) | (0.621) | |
Constant | −28.022 * | −16.348 *** | −7.173 *** | −1.696 | −0.125 | −11.606 *** | 9.011 *** | −16.421 *** | 10.241 * | 9.267 | 7.055 |
(16.100) | (3.579) | (1.941) | (2.491) | (2.797) | (4.458) | (2.493) | (2.984) | (6.132) | (10.274) | (5.416) | |
Firm FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 239 | 2586 | 7175 | 4734 | 2287 | 1181 | 1686 | 3444 | 1157 | 323 | 551 |
R-squared | 0.150 | 0.244 | 0.164 | 0.186 | 0.175 | 0.134 | 0.070 | 0.211 | 0.161 | 0.134 | 0.119 |
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
---|---|---|---|---|---|---|---|---|
BoardInd | ROA | Duality | ROA | RD | ROA | ESG | ROA | |
FemaleFrac | 1.268 *** | −0.013 *** | −0.003 *** | −0.013 *** | 0.003 *** | −0.012 *** | 0.051 *** | −0.005 |
(0.013) | (0.004) | (0.000) | (0.004) | (0.001) | (0.004) | (0.001) | (0.010) | |
BoardInd | 0.003 | 0.003 | 0.002 | −0.010 | ||||
(0.002) | (0.002) | (0.002) | (0.007) | |||||
Duality | 0.018 | 0.018 | 0.031 | −0.017 | ||||
(0.075) | (0.075) | (0.080) | (0.173) | |||||
RD | −0.742 *** | |||||||
(0.033) | ||||||||
ESG | −0.215 ** | |||||||
(0.105) | ||||||||
FirmSize | 1.494 *** | 1.494 *** | 1.486 *** | 2.822 *** | ||||
(0.088) | (0.088) | (0.092) | (0.312) | |||||
FirmLev | −0.181 *** | −0.181 *** | −0.184 *** | −0.236 *** | ||||
(0.003) | (0.003) | (0.003) | (0.010) | |||||
Tangibility | −0.063 *** | −0.063 *** | −0.061 *** | −0.120 *** | ||||
(0.005) | (0.005) | (0.005) | (0.016) | |||||
BoardSize | 0.034 *** | 0.034 *** | 0.033 *** | −0.040 | ||||
(0.012) | (0.012) | (0.013) | (0.033) | |||||
DirAge | −0.078 *** | −0.078 *** | −0.078 *** | −0.024 | ||||
(0.010) | (0.010) | (0.010) | (0.027) | |||||
Constant | 16.780 *** | −4.191 *** | 0.794 *** | −4.191 *** | 1.694 *** | −2.304 ** | 1.800 *** | −20.635 *** |
(0.098) | (1.044) | (0.002) | (1.044) | (0.006) | (1.082) | (0.013) | (3.980) | |
Firm FE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 25,363 | 25,363 | 25,363 | 25,363 | 23,450 | 23,450 | 5696 | 5696 |
R-squared | 0.300 | 0.146 | 0.004 | 0.146 | 0.001 | 0.170 | 0.261 | 0.159 |
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
1st Stage | 2nd Stage | 1st Stage | 2nd Stage | |
FemaleFrac | ROA | FemaleDum | ROA | |
EqOpp | 1.427 *** | 0.100 *** | ||
(0.110) | (0.006) | |||
Predicted FemaleFrac | −0.246 *** | |||
(0.051) | ||||
Predicted FemaleDum | −3.187 *** | |||
(0.649) | ||||
FirmSize | 4.129 *** | 2.718 *** | 0.024 *** | 2.458 *** |
(0.163) | (0.255) | (0.002) | (0.203) | |
FirmLev | −0.002 | −0.188 *** | −0.001 *** | −0.191 *** |
(0.006) | (0.004) | (0.000) | (0.004) | |
Tangibility | −0.015 * | −0.066 *** | 0.001 *** | −0.067 *** |
(0.008) | (0.006) | (0.000) | (0.006) | |
BoardSize | −0.081 *** | 0.024 * | 0.023 *** | 0.096 *** |
(0.021) | (0.015) | (0.001) | (0.018) | |
BoardInd | 0.222 *** | 0.059 *** | 0.014 *** | 0.049 *** |
(0.004) | (0.012) | (0.000) | (0.010) | |
DirAge | −0.390 *** | −0.176 *** | −0.015 *** | −0.147 *** |
(0.017) | (0.023) | (0.001) | (0.017) | |
Duality | −0.809 *** | −0.192 ** | −0.014 * | −0.156 * |
(0.127) | (0.094) | (0.007) | (0.089) | |
Constant | −24.024 *** | −12.424 *** | 0.373 *** | −11.562 *** |
(1.980) | (1.964) | (0.041) | (1.795) | |
Firm FE | Yes | Yes | Yes | Yes |
Observations | 22,274 | 22,274 | 22,274 | 22,274 |
R-squared | 0.348 | 0.146 | 0.269 | 0.146 |
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
ROE | ROE | MktCapChg | MktCapChg | |
FemaleFrac | −0.038 *** | −0.000 | ||
(0.010) | (0.001) | |||
FemaleDum | −0.585 *** | −0.001 | ||
(0.162) | (0.009) | |||
FirmSize | 2.769 *** | 2.750 *** | −0.336 *** | −0.336 *** |
(0.219) | (0.218) | (0.012) | (0.012) | |
FirmLev | −0.323 *** | −0.323 *** | 0.006 *** | 0.006 *** |
(0.008) | (0.008) | (0.000) | (0.000) | |
Tangibility | −0.133 *** | −0.133 *** | 0.001 * | 0.001 * |
(0.012) | (0.012) | (0.001) | (0.001) | |
BoardSize | 0.086 *** | 0.099 *** | −0.006 *** | −0.006 *** |
(0.031) | (0.031) | (0.002) | (0.002) | |
BoardInd | −0.010 * | −0.010 * | −0.000 | −0.000 |
(0.005) | (0.005) | (0.000) | (0.000) | |
DirAge | −0.158 *** | −0.156 *** | 0.002 * | 0.002 * |
(0.025) | (0.025) | (0.001) | (0.001) | |
Duality | −0.057 | −0.053 | 0.018 * | 0.018 * |
(0.188) | (0.188) | (0.010) | (0.010) | |
Constant | −6.117 ** | −6.154 ** | 3.757 *** | 3.758 *** |
(2.604) | (2.606) | (0.147) | (0.147) | |
Firm FE | Yes | Yes | Yes | Yes |
Observations | 25,363 | 25,363 | 21,901 | 21,901 |
R-squared | 0.081 | 0.081 | 0.061 | 0.061 |
(1) | (2) | |
---|---|---|
ROA | ROE | |
FemaleFrac | −0.014 * | −0.058 *** |
(0.007) | (0.017) | |
FemaleFrac2 | 0.000 | 0.001 |
(0.000) | (0.001) | |
FirmSize | 1.494 *** | 2.784 *** |
(0.088) | (0.219) | |
FirmLev | −0.181 *** | −0.323 *** |
(0.003) | (0.008) | |
Tangibility | −0.063 *** | −0.133 *** |
(0.005) | (0.012) | |
BoardSize | 0.034 *** | 0.088 *** |
(0.012) | (0.031) | |
BoardInd | 0.003 | −0.009 |
(0.002) | (0.005) | |
DirAge | −0.078 *** | −0.160 *** |
(0.010) | (0.025) | |
Duality | 0.018 | −0.060 |
(0.075) | (0.188) | |
Constant | −4.193 *** | −6.205 ** |
(1.045) | (2.604) | |
Firm FE | Yes | Yes |
Observations | 25,363 | 25,363 |
R-squared | 0.146 | 0.081 |
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Share and Cite
Wang, K.; Ma, J.; Xue, C.; Zhang, J. Board Gender Diversity and Firm Performance: Recent Evidence from Japan. J. Risk Financial Manag. 2024, 17, 20. https://doi.org/10.3390/jrfm17010020
Wang K, Ma J, Xue C, Zhang J. Board Gender Diversity and Firm Performance: Recent Evidence from Japan. Journal of Risk and Financial Management. 2024; 17(1):20. https://doi.org/10.3390/jrfm17010020
Chicago/Turabian StyleWang, Kangyi, Jing Ma, Chunxiao Xue, and Jianing Zhang. 2024. "Board Gender Diversity and Firm Performance: Recent Evidence from Japan" Journal of Risk and Financial Management 17, no. 1: 20. https://doi.org/10.3390/jrfm17010020
APA StyleWang, K., Ma, J., Xue, C., & Zhang, J. (2024). Board Gender Diversity and Firm Performance: Recent Evidence from Japan. Journal of Risk and Financial Management, 17(1), 20. https://doi.org/10.3390/jrfm17010020