The Influence of Women on Boards on the Relationship between Executive and Employee Remuneration
Abstract
:1. Introduction
2. Literature Review and Hypotheses
3. Research Design
3.1. Sample and Data Sources
3.2. Dependent, Independent, and Control Variables
4. Empirical Results
4.1. Descriptive Statistics
4.2. Correlation Analysis
4.3. Methodology
4.4. Regression Results
5. Conclusions and Implications
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Sector | Companies | % |
---|---|---|
Oil and Energy | 7 | 9.09 |
Basic Materials, Industry, and Construction | 24 | 31.17 |
Consumer Goods | 18 | 23.38 |
Consumer Services | 10 | 12.99 |
Financial Services | 9 | 11.69 |
Technology and Telecommunications | 6 | 7.79 |
Real Estate Services | 3 | 3.90 |
Total | 77 | 100.00 |
Variable Name | Variable Description (and Source) |
---|---|
EmployeeComp | Average compensation of employees. Measured by the total annual compensation of all employees (GBP) divided by the number of employees. Source: Official Records of the CNMV (2024). |
CEOComp | CEO compensation. Measured by the total CEO compensation (GBP). Source: Official Records of the CNMV (2024). |
SeniorManagComp | Average compensation of senior managers. Measured by the total annual compensation of all senior managers (GBP) divided by the number of senior managers. Source: Official Records of the CNMV (2024). |
CEOPayRatio | CEO-to-employee pay ratio. Measured by the ratio of the CEO compensation to the average compensation of employees. Source: Official Records of the CNMV (2024). |
SeniorManagPayRatio | Senior manager to employee pay ratio. Measured by the ratio of the average compensation of senior managers to the average compensation of employees. Source: Official Records of the CNMV (2024). |
BoardWomen | Women on the Board of Directors. Measured by the ratio of the number of women directors to the total number of board members. Source: Official Records of the CNMV (2024). |
ExecDirWomen | Women executive directors. Measured by the ratio of the number of women executive directors to the total number of executive directors. Source: Official Records of the CNMV (2024). |
CEOWoman | CEO woman. Dichotomous variable that takes the value of 1 if the CEO is a woman, and 0 otherwise. Source: Official Records of the CNMV (2024). |
PropDirWomen | Women proprietary directors. Measured by the ratio of the number of women proprietary directors to the total number of proprietary directors. Source: Official Records of the CNMV (2024). |
IndepDirWomen | Women independent directors. Measured by the ratio of the number of women independent directors to the total number of independent directors. Source: Official Records of the CNMV (2024). |
SenManagWomen | Women in senior management. Measured by the ratio of the number of women senior managers to the total number of senior managers. Source: Official Records of the CNMV (2024). |
RelevantShare | Relevant shareholders. Total percentage of voting rights held by significant shareholders of the company (those with a directly or indirect share of 3% or more). Source: Official Records of the CNMV (2024). |
MeetingBoard | Meetings of the Board of Directors. Number of meetings held by the Board of Directors during the year. Source: Official Records of the CNMV (2024). |
CEODual | CEO Dual. Dichotomous variable that takes the value of 1 if the CEO and the Chairman of the Board are the same person, and 0 otherwise. Source: Official Records of the CNMV (2024). |
VotAgainst | Votes against. Consultative vote at the General Shareholders’ Meeting against the remuneration of de board of directors in the previous year, measured as a percentage of the total number of votes. Source: Official Records of the CNMV (2024). |
Assets | Firm size. Measured as the natural logarithm of the total assets of the company. Source: Official Records of the CNMV (2024). |
MarketCap | Market capitalisation. Measured as the natural logarithm of the market price per common share multiplied by the number of common shares outstanding. Source: SABI (2024). |
Leverage | Leverage. Measured as the ratio of liabilities to equity of the company. Source: Official Records of the CNMV (2024). |
ROOA | Return on operating assets. Measured as the ratio of Earnings Before Interest and Taes (EBIT) to operating assets of the company. Source: Official Records of the CNMV (2024). |
ROE | Return on equity. Measured as the ratio of net income to equity of the company. Source: Official Records of the CNMV (2024). |
TobinQ | Tobin’s Q. Measured by the ratio of the market value of equity to the assets of the company. Source: SABI (2024). |
Variable | N | Mean | Q1 | Median | Q3 | S. D. |
---|---|---|---|---|---|---|
EmployeeComp (GBP) | 616 | 58,504 | 42,142 | 54,247 | 72,275 | 25,458 |
CEOComp (GBP) | 616 | 2,228,088 | 510,500 | 1,314,000 | 2,699,500 | 3,008,125 |
SeniorManagComp (GBP) | 616 | 556,691 | 240,229 | 340,603 | 658,325 | 597,497 |
CEOPayRatio | 616 | 46.488 | 9.235 | 22.963 | 48.521 | 79.728 |
SeniorManagPayRatio | 616 | 10.897 | 3.686 | 6.095 | 13.210 | 13.631 |
BoardWomen | 616 | 0.235 | 0.133 | 0.250 | 0.333 | 0.131 |
ExecDirWomen | 616 | 0.046 | 0.000 | 0.000 | 0.000 | 0.155 |
CEOWoman | 616 | 0.084 | 0.000 | 0.000 | 0.000 | 0.278 |
PropDirWomen | 616 | 0.179 | 0.000 | 0.000 | 0.250 | 0.270 |
IndepDirWomen | 616 | 0.341 | 0.166 | 0.333 | 0.500 | 0.253 |
SenManagWomen | 616 | 0.156 | 0.000 | 0.130 | 0.250 | 0.154 |
RelevantShare | 616 | 36.870 | 17.490 | 34.310 | 55.740 | 22.494 |
MeetingBoard | 616 | 10.992 | 8.000 | 11.000 | 13.000 | 3.881 |
CEODual | 616 | 0.329 | 0.000 | 0.000 | 1.000 | 0.470 |
VotAgainst | 616 | 6.444 | 0.175 | 2.3000 | 9.275 | 9.107 |
Assets | 616 | 14.846 | 13.052 | 14.732 | 16.392 | 2.336 |
MarketCap | 616 | 7.083 | 5.388 | 7.205 | 8.527 | 2.124 |
Leverage | 616 | 3.682 | 0.863 | 2.020 | 4.372 | 11.173 |
ROOA | 616 | 0.039 | 0.001 | 0.352 | 0.074 | 0.118 |
ROE | 616 | 0.109 | 0.050 | 0.106 | 0.171 | 0.934 |
TobinQ | 616 | 0.763 | 0.243 | 0.463 | 0.844 | 0.928 |
Panel A: All sample (N = 616, companies = 77) | |||||||||
Variable | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) |
(1) CEOPayRatio | 1.00 | ||||||||
(2) SeniorManagPayRatio | 0.76 *** | 1.00 | |||||||
(3) BoardWomen | 0.13 *** | 0.20 *** | 1.00 | ||||||
(4) ExecDirWomen | −0.00 | 0.07 * | 0.28 *** | 1.00 | |||||
(5) CEOWoman | −0.01 | 0.08 ** | 0.27 *** | 0.84 *** | 1.00 | ||||
(6) PropDirWomen | 0.03 | −0.00 | 0.39 *** | 0.11 *** | 0.11 *** | 1.00 | |||
(7) IndepDirWomen | 0.07 * | 0.10 ** | 0.64 *** | −0.08 * | −0.06 | −0.15 *** | 1.00 | ||
(8) SenManagWomen | 0.06 * | −0.10 ** | 0.23 *** | 0.16 *** | 0.15 *** | 0.12 *** | 0.09 ** | 1.00 | |
(9) RelevantShare | −0.01 | −0.04 | −0.09 ** | 0.01 | 0.02 | 0.14 *** | −0.13 *** | −0.02 | 1.00 |
(10) MeetingBoard | −0.11 ** | 0.01 | 0.16 *** | 0.00 | −0.02 | −0.07 | 0.14 *** | −0.02 | −0.21 *** |
(11) CEODual | 0.09 ** | −0.02 | −0.05 | −0.02 | 0.01 | −0.12 *** | 0.03 | −0.11 *** | −0.12 *** |
(12) VotAgainst | 0.11 *** | 0.04 | 0.10 *** | −0.01 | 0.01 | −0.06 | 0.15 *** | 0.08 ** | −0.26 *** |
(13) Assets | 0.37 *** | 0.48 *** | 0.24 *** | −0.03 | −0.03 | −0.24 *** | 0.27 *** | 0.07 | −0.13 *** |
(14) Leverage | 0.04 | 0.08 ** | 0.08 * | 0.09 ** | 0.09 ** | −0.03 | 0.04 | 0.02 | −0.09 ** |
(15) ROOA | 0.06 | 0.00 | −0.09 ** | 0.01 | 0.09 ** | −0.01 | −0.06 | −0.05 | 0.11 *** |
(16) ROE | 0.01 | 0.01 | 0.00 | −0.01 | 0.01 | 0.10 ** | −0.03 | −0.07 * | −0.05 |
(17) TobinQ | 0.12 *** | 0.07 * | −0.07 * | −0.04 | 0.04 | 0.09 ** | −0.15 *** | 0.09 ** | 0.13 *** |
Variable | (10) | (11) | (12) | (13) | (14) | (15) | (16) | (17) | |
(10) MeetingBoard | 1.00 | ||||||||
(11) CEODual | −0.06 | 1.00 | |||||||
(12) VotAgainst | −0.01 | 0.06 | 1.00 | ||||||
(13) Assets | 0.21 *** | −0.14 *** | 0.23 *** | 1.00 | |||||
(14) Leverage | 0.21 *** | −0.13 *** | 0.03 | 0.22 *** | 1.00 | ||||
(15) ROOA | −0.32 *** | 0.08 * | −0.02 | −0.12 *** | −0.04 | 1.00 | |||
(16) ROE | −0.04 | −0.03 | −0.03 | −0.09 | 0.12 *** | 0.34 *** | 1.00 | ||
(17) TobinQ | −0.27 *** | 0.07 * | −0.05 | −0.31 *** | −0.12 *** | 0.47 *** | 0.06 | 1.00 | |
Panel B: Companies with market capitalisation above the median (N = 312, companies = 39) | |||||||||
Variable | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) |
(1) CEOPayRatio | 1.00 | ||||||||
(2) SeniorManagPayRatio | 0.76 *** | 1.00 | |||||||
(3) BoardWomen | 0.14 ** | 0.19 *** | 1.00 | ||||||
(4) ExecDirWomen | 0.04 | 0.13 ** | 0.22 *** | 1.00 | |||||
(5) CEOWoman | 0.05 | 0.19 *** | 0.26 *** | 0.83 *** | 1.00 | ||||
(6) PropDirWomen | 0.19 *** | 0.08 | 0.25 *** | −0.12 ** | −0.08 | 1.00 | |||
(7) IndepDirWomen | 0.04 | 0.10 * | 0.71 *** | 0.09 * | 0.15 *** | −0.24 *** | 1.00 | ||
(8) SenManagWomen | 0.14 * | −0.20 ** | 0.26 *** | 0.14 ** | 0.18 *** | 0.05 | 0.27 *** | 1.00 | |
(9) RelevantShare | 0.02 | −0.03 | −0.25 *** | −0.09 | −0.15 *** | 0.27 *** | −0.33 *** | −0.12 ** | 1.00 |
(10) MeetingBoard | −0.17 *** | −0.04 | 0.18 *** | 0.15 *** | 0.16 *** | −0.09 | 0.12 ** | 0.03 | −0.13 ** |
(11) CEODual | 0.19 *** | 0.12 ** | 0.07 | −0.09 | −0.15 *** | 0.05 | 0.10 * | −0.19 *** | −0.06 |
(12) VotAgainst | −0.00 | −0.08 | 0.07 | −0.05 | −0.01 | −0.07 | 0.17 *** | 0.10 * | −0.22 *** |
(13) Assets | 0.18 *** | 0.38 *** | 0.33 *** | 0.26 *** | 0.36 *** | −0.14 ** | 0.24 *** | 0.05 | −0.27 *** |
(14) Leverage | 0.03 | 0.10 * | 0.30 *** | 0.46 *** | 0.49 *** | −0.07 | 0.09 | 0.04 | −0.12 ** |
(15) ROOA | 0.21 *** | 0.14 ** | −0.00 | −0.12 ** | −0.12 ** | 0.19 *** | −0.01 | 0.11 * | 0.06 |
(16) ROE | 0.08 | 0.03 | −0.05 | 0.05 | 0.04 | 0.11 ** | −0.05 | 0.04 | 0.03 |
(17) TobinQ | 0.26 *** | 0.22 *** | −0.12 ** | −0.20 *** | −0.18 *** | 0.13 ** | −0.13 ** | 0.11 * | 0.20 *** |
Variable | (10) | (11) | (12) | (13) | (14) | (15) | (16) | (17) | |
(10) MeetingBoard | 1.00 | ||||||||
(11) CEODual | −0.10 * | 1.00 | |||||||
(12) VotAgainst | −0.10 * | 0.05 | 1.00 | ||||||
(13) Assets | 0.37 *** | −0.11 ** | 0.04 | 1.00 | |||||
(14) Leverage | 0.37 *** | −0.27 *** | −0.05 | 0.57 *** | 1.00 | ||||
(15) ROOA | −0.36 *** | 0.21 *** | −0.08 | −0.18 *** | −0.39 *** | 1.00 | |||
(16) ROE | −0.43 *** | 0.07 | −0.04 | −0.01 | −0.31 *** | 0.63 *** | 1.00 | ||
(17) TobinQ | −0.30 *** | 0.23 *** | −0.11 ** | −0.37 *** | −0.39 *** | 0.55 *** | 0.12 ** | 1.00 | |
Panel C: Companies with market capitalisation below the median (N = 304, companies = 38) | |||||||||
Variable | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) |
(1) CEOPayRatio | 1.00 | ||||||||
(2) SeniorManagPayRatio | 0.41 *** | 1.00 | |||||||
(3) BoardWomen | −0.01 | 0.16 *** | 1.00 | ||||||
(4) ExecDirWomen | −0.04 | 0.08 | 0.34 *** | 1.00 | |||||
(5) CEOWoman | −0.03 | 0.04 | 0.30 *** | 0.84 *** | 1.00 | ||||
(6) PropDirWomen | −0.13 ** | 0.05 | 0.53 *** | 0.21 *** | 0.21 *** | 1.00 | |||
(7) IndepDirWomen | 0.15 ** | 0.12 ** | 0.59 *** | −0.17 *** | −0.19 *** | −0.10 * | 1.00 | ||
(8) SenManagWomen | −0.16 ** | −0.27 *** | 0.18 *** | 0.19 *** | 0.16 *** | 0.21 *** | −0.04 | 1.00 | |
(9) RelevantShare | −0.05 | −0.05 | 0.06 | 0.09 | 0.16 *** | 0.03 | 0.02 | 0.08 | 1.00 |
(10) MeetingBoard | −0.02 | 0.11 ** | 0.15 *** | −0.10 * | −0.15 *** | −0.04 | 0.15 *** | −0.07 | −0.28 *** |
(11) CEODual | 0.17 *** | −0.12 ** | −0.10 * | −0.00 | 0.10 * | −0.29 *** | −0.02 | −0.02 | −0.20 *** |
(12) VotAgainst | 0.32 *** | 0.10 * | 0.08 | 0.03 | 0.07 | −0.00 | 0.10 * | 0.01 | −0.31 *** |
(13) Assets | 0.52 *** | 0.28 *** | 0.08 | −0.21 *** | −0.27 *** | −0.25 *** | 0.46 *** | −0.19 *** | 0.03 |
(14) Leverage | −0.00 | 0.03 | 0.01 | −0.01 | −0.01 | 0.01 | 0.02 | −0.01 | −0.09 |
(15) ROOA | 0.01 | −0.12 ** | −0.11 ** | 0.05 | 0.16 *** | −0.05 | −0.07 | −0.09 | 0.16 *** |
(16) ROE | 0.01 | 0.06 | 0.02 | −0.02 | 0.00 | 0.10 * | −0.02 | −0.10 * | −0.09 |
(17) TobinQ | −0.09 | −0.14 ** | −0.02 | 0.07 | 0.20 ** | 0.09 | −0.15 ** | 0.12 ** | 0.12 ** |
Variable | (10) | (11) | (12) | (13) | (14) | (15) | (16) | (17) | |
(10) MeetingBoard | 1.00 | ||||||||
(11) CEODual | −0.01 | 1.00 | |||||||
(12) VotAgainst | 0.08 | 0.13 ** | 1.00 | ||||||
(13) Assets | 0.17 *** | 0.11 * | 0.28 *** | 1.00 | |||||
(14) Leverage | 0.16 *** | −0.08 | 0.03 | 0.07 | 1.00 | ||||
(15) ROOA | −0.35 *** | 0.06 | −0.00 | −0.19 *** | 0.02 | 1.00 | |||
(16) ROE | 0.07 | −0.06 | −0.03 | −0.08 | 0.17 *** | 0.31 *** | 1.00 | ||
(17) TobinQ | −0.26 *** | −0.02 | 0.03 | −0.44 *** | −0.03 | 0.48 *** | 0.05 | 1.00 |
Dependent Variable: CEOPayRatio | ||||||
---|---|---|---|---|---|---|
Panel A: All sample | ||||||
BoardWomen | 67.011 *** (12.49) | |||||
ExecDirWomen | 75.963 *** (23.28) | |||||
CEOWoman | 26.179 (31.87) | |||||
PropDirWomen | 21.088 *** (6.40) | |||||
IndepDirWomen | 40.753 *** (5.11) | |||||
SenManagWomen | 27.398 * (15.73) | |||||
RelevantShare | −0.612 *** (0.14) | −0.655 *** (0.11) | −0.666 *** (0.13) | −0.749 *** (0.14) | −0.424 *** (0.14) | −0.612 *** (0.13) |
MeetingBoard | −0.826 *** (0.18) | −0.470 ** (0.23) | −0.454 *** (0.16) | −0.530 *** (0.17) | −0.904 *** (0.21) | −0.438 *** (0.16) |
CEODual | −33.254 *** (8.49) | −31.588 *** (9.52) | −30.308 *** (9.32) | −30.707 *** (9.70) | −36.129 *** (8.14) | −30.943 *** (9.66) |
VotAgainst | 0.407 *** (0.13) | 0.487 *** 0.13) | 0.384 *** (0.14) | 0.412 *** (0.14) | 0.410 *** (0.14) | 0.431 *** (0.14) |
Assets | 37.276 *** (4.64) | 43.907 *** (4.62) | 44.096 *** (4.55) | 43.109 *** (4.57) | 40.009 *** (4.82) | 43.652 *** (4.56) |
Leverage | 0.087 (0.15) | 0.082 (0.14) | 0.102 (0.14) | 0.106 (0.13) | 0.141 (0.14) | 0.105 (0.14) |
ROOA | −8.951 (15.32) | −20.326 (14.54) | −17.380 (14.12) | −16.998 (13.57) | −7.725 (14.27) | −16.009 (13.13) |
ROE | −0.854 (1.44) | −0.236 (1.45) | −0.821 (1.42) | −0.885 (1.37) | −0.856 (1.55) | −0.284 (1.23) |
TobinQ | 3.050 (3.09) | 1.765 (2.14) | 1.359 (2.12) | 2.230 (2.68) | 2.172 (3.03) | 1.414 (2.21) |
Constant | −486.41 *** (74.9) | −573.67 *** (72.9) | −573.23 *** (73.0) | −558.07 *** (73.5) | −515.30 *** (76.8) | −569.67 *** (73.0) |
No. of instruments | 38 | 38 | 38 | 38 | 38 | 38 |
Wald Chi2 | 2228.74 *** | 727.22 *** | 1095.49 *** | 1160.47 *** | 2732.58 *** | 798.30 *** |
AR(1) | −1.68 * | −1.66 * | −1.68 * | −1.68 * | −1.69 * | −1.68 * |
AR(2) | 0.61 | 0.57 | 0.62 | 0.51 | 0.74 | 0.46 |
Sargan’s test | 33.83 | 31.44 | 31.04 | 31.17 | 32.63 | 29.61 |
Panel B: Companies with market capitalisation above the median | ||||||
BoardWomen | 178.85 *** (13.37) | |||||
ExecDirWomen | 166.82 *** (16.55) | |||||
CEOWoman | 58.361 *** (17.49) | |||||
PropDirWomen | 81.483 *** (9.44) | |||||
IndepDirWomen | 94.857 *** (5.50) | |||||
SenManagWomen | 41.495 *** (10.43) | |||||
RelevantShare | 0.180 (0.11) | 0.228 *** (0.08) | 0.146 (0.09) | 0.319 *** (0.08) | 0.406 *** (0.11) | 0.206 ** (0.10) |
MeetingBoard | −2.368 *** (0.35) | −0.101(0.16) | −0.839 ** (0.33) | −1.095 *** (0.34) | −2.365 *** (0.26) | −1.032 *** (0.35) |
CEODual | −97.234 *** (6.50) | −88.983 *** (9.46) | −84.198 *** (8.98) | −90.842 *** (7.70) | −89.221 *** (8.02) | −83.076 *** (8.94) |
VotAgainst | 0.951 *** (0.06) | 1.137 *** (0.09) | 1.096 *** (0.11) | 1.164 *** (0.12) | 1.039 *** (0.08) | 1.108 *** (0.12) |
Assets | 33.750 *** (3.74) | 51.005 *** (4.43) | 53.597 *** (3.31) | 47.515 *** (3.69) | 29.535 *** (4.63) | 52.345 *** (3.17) |
Leverage | −0.580 (0.50) | 1.911 *** (0.46) | 1.621 *** (0.49) | 0.571 (0.44) | 0.220 (0.42) | 1.588 *** (0.49) |
ROOA | 175.37 *** (21.51) | 154.30 *** (17.77) | 180.35 *** (18.43) | 121.75 *** (18.16) | 215.53 *** (20.90) | 182.20 *** (18.16) |
ROE | −14.714 *** (3.59) | 6.901 ** (2.74) | 2.552 (3.24) | 1.199 (3.69) | −13.067 *** (3.06) | 0.900 (3.23) |
TobinQ | 24.1666 *** (1.90) | 9.912 * (3.13) | 9.353 (3.24) | 19.001 *** (2.08) | 19.147 *** (2.20) | 10.472 *** (3.45) |
Constant | −529.2 *** (62.5) | −811.54 *** (70.4) | −840.03 *** (54.7) | −718.32 *** (59.1) | −464.21 *** (77.7) | −824.77 *** (50.9) |
No. of instruments | 38 | 38 | 38 | 38 | 38 | 38 |
Wald Chi2 | 71,361.69 *** | 38,808.13 *** | 23,670 *** | 32,415 *** | 83,448 *** | 22,904 *** |
AR(1) | −1.66 * | −1.66 * | −1.66 * | −1.67 * | −1.66 * | −1.67 * |
AR(2) | 0.78 | 0.83 | 0.85 | 0.79 | 0.89 | 0.90 |
Sargan’s test | 34.51 | 26.51 | 27.31 | 32.03 | 34.54 | 28.81 |
Panel C: Companies with market capitalisation below the median | ||||||
BoardWomen | 1.669 (1.92) | |||||
ExecDirWomen | −28.619 ** (11.61) | |||||
CEOWoman | −64.82 *** (13.56) | |||||
PropDirWomen | 4.522 *** (1.36) | |||||
IndepDirWomen | 0.447 (0.95) | |||||
SenManagWomen | −25.864 *** (3.09) | |||||
RelevantShare | −0.756 *** (0.05) | −0.796 *** (0.05) | −0.778 *** (0.05) | −0.76 *** (0.06) | −0.760 *** (0.05) | −0.901 *** (0.05) |
MeetingBoard | 0.595 *** (0.08) | 0.517 *** (0.11) | 0.249 *** (0.08) | 0.573 *** (0.10) | 0.582 *** (0.09) | 0.557 *** (0.11) |
CEODual | 3.772 ** (0.68) | 3.907 ** (0.64) | 1.478 ** (0.72) | 4.082 *** (0.64) | 3.796 *** (0.69) | 3.654 *** (1.11) |
VotAgainst | −0.070 (0.01) | −0.001 (0.02) | −0.058 ** (0.01) | −0.025 (0.19) | −0.002 (0.19) | −0.031 (0.02) |
Assets | 24.443 *** (0.59) | 24.845 *** (0.62) | 23.600 *** (0.65) | 24.733 *** (0.54) | 24.430 *** (0.59) | 23.405 *** (0.77) |
Leverage | 0.331 *** (0.01) | 0.310 *** (0.01) | 0.316 *** (0.01) | 0.336 *** (0.01) | 0.330 *** (0.01) | 0.342 *** (0.01) |
ROOA | −4.650 ** (1.88) | −5.136 (1.64) | −4.519 * (2.42) | −5.065 ** (1.93) | −4.636 (1.86) | −6.140 ** (2.20) |
ROE | 0.201 (0.28) | 0.170 (0.27) | −0.082 (0.29) | 0.003 (0.27) | −0.183 (0.26) | −0.203 (0.28) |
TobinQ | 4.352 *** (0.66) | 3.957 *** (0.61) | 3.741 *** (0.51) | 4.380 *** (0.60) | 4.383 *** (0.62) | 3.972 *** (0.61) |
Constant | −288.03 *** (7.83) | −285.60 *** (6.98) | −259.199 *** (7.6) | −288.04 *** (7.06) | −283.49 *** (7.93) | −262.04 *** (9.99) |
No. of instruments | 38 | 38 | 38 | 38 | 38 | 38 |
Wald Chi2 | 22,516.82 *** | 54,758 *** | 100,045.43 *** | 26,224.08 *** | 22,445.39 *** | 208,764.75 *** |
AR(1) | −1.55 | −1.54 | −1.53 | −1.54 | −1.54 | −1.56 |
AR(2) | 0.77 | 0.76 | 0.78 | 0.78 | 0.77 | 0.74 |
Sargan’s test | 28.84 | 30.79 | 29.24 | 29.92 | 28.90 | 29.85 |
Dependent Variable: SeniorManagPayRatio | ||||||
---|---|---|---|---|---|---|
Panel A: All sample | ||||||
BoardWomen | 8.346 *** (2.49) | |||||
ExecDirWomen | 3.321 (3.91) | |||||
CEOWoman | 1.324 (2.31) | |||||
PropDirWomen | 1.594 * (0.90) | |||||
IndepDirWomen | 4.270 *** (1.08) | |||||
SenManagWomen | −3.802 ** (2.44) | |||||
RelevantShare | 0.128 *** (0.02) | 0.093 *** (0.02) | 0.106 *** (0.02) | 0.102 *** (0.02) | 0.126 *** (0.01) | 0.092 *** (0.02) |
MeetingBoard | −0.0.23 (0.06) | 0.009 (0.04) | 0.031 (0.04) | 0.001 (0.04) | 0.008 (0.05) | 0.029 (0.04) |
CEODual | 0.312 (0.45) | 0.309 (0.48) | 0.180 (0.43) | 0.459 (0.39) | 0.083 (0.55) | 0.070 (0.45) |
VotAgainst | 0.050 *** (0.01) | 0.048 *** (0.01) | 0.049 *** (0.01) | 0.050 *** (0.01) | 0.048 *** (0.01) | 0.051 *** (0.01) |
Assets | −0.092 (0.8) | −0.089 (0.39) | 0.079 (0.35) | 0.052 (0.34) | −0.101 (0.41) | 0.319 (0.43) |
Leverage | 0.026 ** (0.01) | 0.029 (0.01) | 0.023 (0.01) | 0.027 (0.02) | 0.013 (0.01) | 0.021 (0.01) |
ROOA | −2.065 (1.39) | −1.169 (1.46) | −1.634 (1.66) | −0.792 (1.49) | −1.505 (1.53) | −2.313 (1.91) |
ROE | 0.135 (0.15) | 0.063 (0.17) | 0.184 (0.18) | 0.126 (0.18) | 0.256 (0.17) | 0.175 (0.18) |
TobinQ | −0.701 *** (0.26) | −1.015 *** (0.37) | −0.684 * (0.39) | −0.714 * (0.40) | −0.723 ** (0.38) | −0.853 ** (0.36) |
Constant | −1.986 (4.96) | 0.284 (5.37) | −2.935 (4.59) | −2.531 (4.58) | −1.935 (5.31) | −4.910 (5.50) |
No. of instruments | 38 | 38 | 38 | 38 | 38 | 38 |
Wald Chi2 | 2267.22 *** | 5442.76 *** | 2824.80 *** | 3336.96 *** | 2550.05 *** | 3545.07 *** |
AR(1) | −3.41 *** | −3.40 *** | −3.39 *** | −3.43 *** | −3.41 *** | −3.42 *** |
AR(2) | −0.80 | −0.67 | −0.70 | −0.69 | −0.76 | −0.72 |
Sargan’s test | 30.44 | 33.88 | 29.61 | 31.25 | 33.83 | 31.43 |
Panel B: Companies with market capitalisation above the median | ||||||
BoardWomen | 35.215 *** (2.62) | |||||
ExecDirWomen | 20.537 *** (2.06) | |||||
CEOWoman | −8.105 *** (2.73) | |||||
PropDirWomen | 1.136 (1.98) | |||||
IndepDirWomen | 20.679 *** (1.04) | |||||
SenManagWomen | −11.836 *** (2.36) | |||||
RelevantShare | 0.157 *** (0.02) | 0.132 *** (0.01) | 0.152 *** (0.01) | 0.140 *** (0.01) | 0.164 *** (0.01) | 0.132 *** (0.01) |
MeetingBoard | −0.254 ** (0.07) | 0.078 ** (0.03) | 0.002 (0.04) | 0.029 (0.05) | −0.198 ** (0.08) | −0.014 (0.05) |
CEODual | −0.282 (0.54) | −1.599 *** (0.34) | −0.155 (0.30) | −1.065 *** (0.32) | 1.651 *** (0.22) | 0.307 (0.32) |
VotAgainst | 0.037 *** (0.01) | 0.113 *** (0.01) | 0.119 *** (0.01) | 0.102 *** (0.01) | 0.032 ** (0.01) | 0.101 *** (0.01) |
Assets | −2.275 *** (0.31) | −1.820 *** (0.33) | −0.919 ** (0.35) | −1.515 *** (0.27) | −2.500 *** (0.31) | −1.581 *** (0.28) |
Leverage | 0.226 *** (0.08) | 0.494 *** (0.05) | 0.528 *** (0.06) | 0.551 *** (0.05) | 0.237 *** (0.05) | 0.477 *** (0.05) |
ROOA | 22.040 *** (4.68) | 24.461 *** (4.26) | 30.177 *** (4.48) | 24.669 *** (4.04) | 35.491 *** (2.97) | 32.529 *** (3.65) |
ROE | −1.728 ** (0.75) | 0.057 (0.39) | −0.381 (0.42) | 0.136 (0.43) | −2.818 *** (0.44) | −1.067 *** (0.36) |
TobinQ | 0.207 (0.52) | −2.396 *** (0.46) | −2.966 *** (0.40) | −1.832 *** (0.50) | −1.126 ** (0.44) | −2.589 *** (0.48) |
Constant | 26.449 *** (4.90) | 24.668 *** (4.87) | 10.299 * (5.29) | 19.633 *** (4.05) | 30.569 *** (4.99) | 19.830 *** (4.22) |
No. of instruments | 38 | 38 | 38 | 38 | 38 | 38 |
Wald Chi2 | 66,888.05 *** | 205,684.31 *** | 92,767.97 *** | 275,825.02 *** | 616,355.49 *** | 2,500,000 *** |
AR(1) | −3.41 *** | −3.21 *** | −3.21 *** | −3.23 *** | −3.37 *** | −3.20 *** |
AR(2) | −0.65 | −0.60 | −0.54 | −0.57 | −0.57 | −0.53 |
Sargan’s test | 31.55 | 32.47 | 32.87 | 32.58 | 32.72 | 35.40 |
Panel C: Companies with market capitalisation below the median | ||||||
BoardWomen | 4.332 *** (0.54) | |||||
ExecDirWomen | 1.860 *** (0.46) | |||||
CEOWoman | 2.221 *** (0.38) | |||||
PropDirWomen | 4.461 *** (0.44) | |||||
IndepDirWomen | −0.522 *** (0.12) | |||||
SenManagWomen | −21.506 *** (1.51) | |||||
RelevantShare | −0.089 *** (0.01) | −0.075 *** (0.01) | −0.068 *** (0.01) | −0.100 *** (0.01) | −0.081 *** (0.01) | −0.127 *** (0.01) |
MeetingBoard | −0.032 ** (0.01) | .045 *** (0.02) | 0.060 *** (0.01) | 0.065 (0.01) | 0.071 *** (0.01) | 0.039 ** (0.01) |
CEODual | −0.294 ** (0.14) | −0.073 (0.17) | −0.109 (0.15) | −0.141 (0.14) | −0.358 *** (0.13) | 0.016 (0.13) |
VotAgainst | 0.046 *** (0.01) | 0.034 *** (0.01) | 0.043 *** (0.01) | 0.039 *** (0.01) | 0.042 *** (0.01) | 0.020 ** (0.01) |
Assets | 1.394 *** (0.15) | 1.567 *** (0.15) | 1.670 *** (0.13) | 1.736 *** (0.18) | 1.641 *** (0.17) | 1.084 *** (0.24) |
Leverage | 0.028 *** (0.01) | 0.042 *** (0.01) | 0.032 *** (0.01) | 0.034 *** (0.01) | 0.035 *** (0.01) | 0.030 *** (0.01) |
ROOA | −4.188 *** (0.38) | −4.841 *** (0.40) | −4.651 *** (0.46) | −5.044 *** (0.35) | −5.419 *** (0.36) | −4.874 *** (0.85) |
ROE | 0.121 (0.08) | −0.047 (0.10) | 0.129 (0.11) | 0.098 (0.11) | 0.054 (0.10) | −0.073 (0.09) |
TobinQ | −0.071 (0.15) | −0.247 *** (0.09) | −0.225 * (0.13) | −0.174 (0.13) | −0.160 (0.12) | −0.183 * (0.10) |
Constant | −11.076 *** (2.17) | −13.298 (2.20) | −15.183 (1.94) | −15.684 *** (2.39) | −13.965 *** (2.37) | −2.772 (3.05) |
No. of instruments | 38 | 38 | 38 | 38 | 38 | 38 |
Wald Chi2 | 2,360,000 *** | 171,035.03 *** | 139,176.11 *** | 9,824.07 *** | 293,32.65 *** | 55,418.15 *** |
AR(1) | −3.24 *** | −3.49 *** | −3.42 *** | −3.47 *** | −3.49 *** | −3.58 *** |
AR(2) | −0.54 | −0.56 | −0.42 | −0.52 | −0.49 | −0.64 |
Sargan’s test | 30.90 | 27.76 | 29.07 | 32.09 | 31.62 | 30.80 |
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Gallén, M.L.; Peraita, C. The Influence of Women on Boards on the Relationship between Executive and Employee Remuneration. Int. J. Financial Stud. 2024, 12, 84. https://doi.org/10.3390/ijfs12030084
Gallén ML, Peraita C. The Influence of Women on Boards on the Relationship between Executive and Employee Remuneration. International Journal of Financial Studies. 2024; 12(3):84. https://doi.org/10.3390/ijfs12030084
Chicago/Turabian StyleGallén, María L., and Carlos Peraita. 2024. "The Influence of Women on Boards on the Relationship between Executive and Employee Remuneration" International Journal of Financial Studies 12, no. 3: 84. https://doi.org/10.3390/ijfs12030084
APA StyleGallén, M. L., & Peraita, C. (2024). The Influence of Women on Boards on the Relationship between Executive and Employee Remuneration. International Journal of Financial Studies, 12(3), 84. https://doi.org/10.3390/ijfs12030084