Gender Diversity, ESG Performance, and Investment Efficiency: Evidence from Saudi Arabia
Abstract
1. Introduction
2. Literature Review and Hypotheses Development
2.1. ESG and Investment Efficiency
2.2. Gender Diversity, ESG and Investment Efficiency
3. Research Design
3.1. Sample Selection
3.2. Measurement of Variables
3.3. Research Models
4. Results and Discussion
4.1. Descriptive Analysis and Pairwise Correlation of Study Variables
4.2. Regression Results
4.3. Discussion
4.4. Robustness Tests
4.4.1. Exploring Alternative Measurement of ESG
4.4.2. Exploring Alternative Measurement of Board Diversity
4.4.3. Endogeneity Issue
5. Conclusions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Variables | Definitions | Sources | Used in |
|---|---|---|---|
| INVINEFF | Investment inefficiency | Calculated by author using data from Refinitiv database | (Alobaid et al., 2024; Biddle et al., 2009; Ismail & Abdul Wahab, 2024) |
| ESGS | The Refinitiv rating assesses a firm’s environmental, social, and governance (ESG) performance on a scale ranging from 0 to 100, | Refinitiv database | (Al-Hiyari et al., 2023) |
| FBOD | The proportion of female directors serving on a company’s board of directors, expressed as a percentage, | Refinitiv database/Annual report | (Ghaleb et al., 2024; Ismail & Abdul Wahab, 2024) |
| FSIZE | The natural logarithm of a firm’s total assets, used as a proxy for firm size, | Refinitiv database | (Ismail & Abdul Wahab, 2024) |
| NCFASST | Net cash flow from operating activities scaled by lag total assets, serving as a measure of operational cash-generating efficiency, | Refinitiv database | (Ismail & Abdul Wahab, 2024) |
| ROE | Return on equity, used as an indicator of a firm’s profitability by measuring the return generated on shareholders’ equity, | Refinitiv database | (Alobaid et al., 2024) |
| MTBV | Market to book value | Refinitiv database | (Al-Hiyari et al., 2023) |
| SGROWTH | Sales growth | Refinitiv database | |
| LEVERAGE | Leverage, calculated as the ratio of total debt to total assets, indicating the firm’s reliance on debt financing, | Refinitiv database | (Al-Hiyari et al., 2023) |
| PPEASST | Property, Plant, and Equipment scaled by total assets, | Refinitiv database | (Al-Hiyari et al., 2023) |
| ACINDP | Percentage of independent directors in audit committee, measured as the number of independent directors divided by the total number of audit committee members. | Refinitiv database/Annual report | (Ismail & Abdul Wahab, 2024) |
| BODSIZE | Board size, measured by the total number of directors serving on the board. | Refinitiv database/Annual report | (Ismail & Abdul Wahab, 2024) |
| BODEXP | Percentage of directors with financial expertise, calculated as the number of financially expert directors divided by the total number of board members. | Refinitiv database/Annual report | (Ismail & Abdul Wahab, 2024) |
| BODINDP | Proportion of independent directors, measured as the number of independent directors divided by the total number of board members. | Refinitiv database/Annual report | (Ismail & Abdul Wahab, 2024) |
| PNOMCOMM | Presence of a nomination committee, represented by a dummy variable coded as “1” if the firm has a nomination committee and “0” otherwise. | Refinitiv database/Annual report | (Med Bechir & Jouirou, 2024) |
| PCOMPCOMM | Presence compensation committee, indicated by a dummy variable coded as “1” if the firm has a compensation committee and “0” otherwise. | Refinitiv database/Annual report | (Med Bechir & Jouirou, 2024) |
| PCGCOMM | Presence of a corporate governance committee, represented by a dummy variable coded as “1” if the firm has such a committee and “0” otherwise. | Refinitiv database/Annual report | (Med Bechir & Jouirou, 2024) |
| CEODUAL | CEO duality, indicating whether the CEO also serves as the Board Chairman, represented by a dummy variable coded as “1” if the roles are combined and “0” if they are separated. | Refinitiv database/Annual report | (Ullah et al., 2025) |
| BIG4 | Audit quality, represented by a dummy variable coded as “1” if the company is audited by a Big 4 audit firm and “0” otherwise. | Refinitiv database/Annual report | (Al-Qadasi et al., 2023) |
| INDUSDUM | Indicator variables used to control for industry-specific effects. | Refinitiv database | (Ismail & Abdul Wahab, 2024) |
| YAERDUM | Indicator variables used to control for time-specific effects. | Refinitiv database | (Ismail & Abdul Wahab, 2024) |
| Variables | Mean | Median | Sd. Dv. | p25 | p75 |
|---|---|---|---|---|---|
| INVINEFF | 0.000 | −0.014 | 0.040 | −0.022 | 0.019 |
| ESGS | 33.253 | 33.345 | 18.936 | 16.610 | 45.850 |
| FBOD | 2.356 | 0.000 | 5.387 | 0.000 | 0.000 |
| FSIZE | 17.016 | 16.977 | 1.896 | 15.271 | 18.524 |
| NCFASST | 0.085 | 0.064 | 0.089 | 0.023 | 0.142 |
| ROE | 11.539 | 11.485 | 16.324 | 4.350 | 17.440 |
| MTBV | 2.809 | 2.000 | 2.280 | 1.340 | 3.560 |
| SGROWTH | −0.492 | −0.639 | 0.504 | −0.910 | −0.296 |
| LEVERAGE | 21.408 | 17.655 | 18.132 | 4.500 | 33.920 |
| PPEASST | 0.345 | 0.340 | 0.297 | 0.016 | 0.607 |
| ACINDP | 65.969 | 66.670 | 27.507 | 50.000 | 100.000 |
| BODSIZE | 3.902 | 3.820 | 2.289 | 2.580 | 5.410 |
| BODEXP | 9.526 | 9.000 | 2.335 | 9.000 | 11.000 |
| BODINDP | 43.244 | 42.860 | 12.353 | 33.330 | 50.000 |
| PNOMCOMM | 0.982 | 1.000 | 0.131 | 1.000 | 1.000 |
| PCOMPCOMM | 0.988 | 1.000 | 0.108 | 1.000 | 1.000 |
| PCGCOMM | 0.208 | 0.000 | 0.406 | 0.000 | 0.000 |
| CEODUAL | 0.035 | 0.000 | 0.184 | 0.000 | 0.000 |
| Sample | 342 firm-year observations | ||||
| Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) | (16) | (17) | (18) | VIF |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| INVINEFF (1) | 1.000 | ||||||||||||||||||
| ESGS (2) | 0.029 | 1.000 | 1.53 | ||||||||||||||||
| FBOD (3) | 0.032 | 0.189 *** | 1.000 | 1.44 | |||||||||||||||
| FSIZE (4) | −0.033 | 0.439 *** | 0.020 | 1.000 | 2.06 | ||||||||||||||
| NCFTASS (5) | 0.312 *** | 0.069 | 0.161 *** | −0.099 | 1.000 | 3.15 | |||||||||||||
| ROE (6) | 0.066 | 0.092 * | 0.181 *** | 0.041 | 0.634 *** | 1.000 | 2.46 | ||||||||||||
| MTBV (7) | 0.157 *** | 0.003 | 0.156 *** | −0.297 *** | 0.518 *** | 0.489 *** | 1.000 | 1.97 | |||||||||||
| SGROWTH (8) | 0.000 | −0.044 | 0.040 | −0.420 *** | 0.477 *** | 0.490 *** | 0.595 *** | 1.000 | 2.34 | ||||||||||
| LEVERAGE (9) | 0.268 *** | −0.011 | −0.069 | 0.050 | −0.083 | −0.179 *** | −0.060 | −0.083 | 1.000 | 1.72 | |||||||||
| PPETASS (10) | 0.552 *** | −0.098 * | −0.009 | −0.101 * | 0.435 *** | 0.038 | 0.137 ** | 0.110 ** | 0.514 *** | 1.000 | 2.59 | ||||||||
| ACINDP (11) | −0.129 ** | 0.184 *** | 0.129 ** | −0.056 | 0.056 | 0.054 | 0.145 *** | 0.140 *** | −0.212 *** | −0.179 *** | 1.000 | 1.33 | |||||||
| BODEXP (12) | 0.002 | 0.119 ** | 0.051 | 0.095 * | −0.078 | −0.029 | −0.152 *** | −0.135 ** | −0.011 | −0.045 | −0.122 ** | 1.000 | 1.13 | ||||||
| BODSIZE (13) | −0.073 | 0.043 | 0.004 | 0.223 *** | −0.061 | −0.069 | −0.105 * | −0.141 *** | −0.056 | −0.077 | −0.188 *** | −0.012 | 1.000 | 1.16 | |||||
| BODINDP (14) | −0.063 | −0.008 | −0.047 | −0.179 *** | 0.028 | −0.066 | −0.005 | −0.015 | −0.121 ** | −0.139 *** | 0.229 *** | 0.073 | 0.009 | 1.000 | 1.24 | ||||
| PNOMCOMM (15) | 0.061 | 0.014 | 0.059 | 0.055 | −0.026 | −0.160 *** | −0.156 *** | −0.156 *** | 0.073 | 0.057 | −0.003 | 0.069 | 0.021 | 0.040 | 1.000 | 3.52 | |||
| PCOMCOMM (16) | 0.035 | 0.023 | 0.048 | 0.011 | 0.057 | −0.039 | 0.008 | 0.035 | 0.079 | 0.079 | 0.063 | 0.066 | −0.010 | 0.024 | 0.814 *** | 1.000 | 3.44 | ||
| PCGCOMM (17) | −0.247 *** | 0.260 *** | −0.135 ** | 0.202 *** | −0.125 ** | 0.088 | −0.008 | 0.008 | −0.055 | −0.316 *** | 0.068 | −0.066 | 0.175 *** | 0.141 *** | −0.041 | 0.056 | 1.000 | 1.5 | |
| CEODUAL (18) | −0.037 | −0.012 | 0.024 | 0.086 | −0.016 | 0.000 | −0.054 | −0.035 | 0.014 | −0.043 | 0.016 | 0.001 | −0.002 | −0.079 | 0.026 | 0.021 | 0.098 * | 1.000 | 1.11 |
| Variables | Coef. | z | Coef. | z |
|---|---|---|---|---|
| ESGS | 0.00033 | 2.170 ** | 0.00048 | 3.060 *** |
| FBOD | 0.00006 | 0.140 | 0.00282 | 2.840 *** |
| ESGS * FBOD | - | - | −0.00006 | −3.060 *** |
| FSIZE | −0.00418 | −1.570 | −0.00368 | −1.380 |
| NCFASST | −0.04903 | −1.430 | −0.05073 | −1.500 |
| ROE | 0.00009 | 0.550 | 0.00002 | 0.160 |
| MTBV | 0.00131 | 0.990 | 0.00164 | 1.260 |
| SGROWTH | −0.00619 | −0.720 | −0.00424 | −0.500 |
| LEVERAGE | 0.00024 | 1.270 | 0.00024 | 1.260 |
| PPEASST | 0.08225 | 4.260 *** | 0.07955 | 4.150 *** |
| ACINDP | −0.00016 | −2.020 ** | −0.00016 | −2.050 ** |
| BODSIZE | −0.00127 | −1.690 * | −0.00100 | −1.340 |
| BODEXP | 0.00046 | 0.420 | 0.00073 | 0.680 |
| BODINDP | −0.00007 | −0.460 | −0.00007 | −0.470 |
| PNOMCOMM | 0.00124 | 0.060 | −0.00206 | −0.110 |
| PCOMPCOMM | −0.00801 | −0.330 | −0.00521 | −0.220 |
| PCGCOMM | −0.00115 | −0.160 | −0.00275 | −0.400 |
| BIG4 | 0.01093 | 1.030 | 0.00989 | 0.930 |
| CEODUAL | 0.00937 | 0.800 | 0.00838 | 0.720 |
| Year and Sectors | Included | |||
| No. Obs. | 342 | 342 | ||
| R-squared | 0.364 | 0.374 | ||
| Wald chi2(36) | 97.360 *** | 108.710 *** | ||
| 1 | 2 | 3 | ||||
|---|---|---|---|---|---|---|
| Variables | Coefficient | z | Coefficient | z | Coefficient | z |
| ESGS | 0.000 | 2.480 ** | 0.001 | 3.470 *** | ||
| EPS | 0.000 | −3.410 *** | - | - | - | - |
| SPS | 0.000 | 2.960 *** | - | - | - | - |
| GPS | 0.000 | 2.010 ** | - | - | - | - |
| FBOD | 0.000 | 0.500 | 0.005 | 0.850 | 0.037 | 3.100 *** |
| ESGS * FBOD | - | - | - | - | −0.001 | −3.080 *** |
| FSIZE | −0.001 | −0.430 | −0.003 | −1.270 | −0.003 | −1.070 |
| NCFASST | −0.028 | −0.840 | −0.034 | −1.000 | −0.036 | −1.100 |
| ROE | 0.000 | 0.630 | 0.000 | 0.530 | 0.000 | 0.280 |
| MTBV | 0.001 | 1.180 | 0.002 | 1.480 | 0.002 | 1.750 * |
| SGROWTH | −0.006 | −0.800 | −0.008 | −1.040 | −0.007 | −0.950 |
| LEVERAGE | 0.000 | 1.560 | 0.000 | 1.400 | 0.000 | 1.350 |
| PPEASST | 0.085 | 5.870 *** | 0.078 | 5.520 *** | 0.076 | 5.440 *** |
| ACINDP | 0.000 | −1.590 | 0.000 | −1.770 * | 0.000 | −1.670 * |
| BODSIZE | −0.001 | −1.530 | −0.001 | −1.810 * | −0.001 | −1.520 |
| BODEXP | 0.000 | 0.070 | 0.000 | 0.180 | 0.000 | 0.330 |
| BODINDP | 0.000 | −1.200 | 0.000 | −0.710 | 0.000 | −0.710 |
| PNOMCOMM | −0.012 | −0.620 | 0.001 | 0.040 | 0.000 | 0.000 |
| PCOMPCOMM | 0.002 | 0.100 | −0.007 | −0.280 | −0.006 | −0.270 |
| PCGCOMM | −0.002 | −0.240 | −0.002 | −0.320 | −0.004 | −0.640 |
| BIG4 | 0.008 | 0.820 | 0.009 | 1.020 | 0.008 | 0.880 |
| CEODUAL | 0.010 | 0.840 | 0.010 | 0.820 | 0.007 | 0.590 |
| _cons | 0.006 | 0.130 | 0.038 | 0.900 | 0.024 | 0.570 |
| Year and Sector | Included | |||||
| No. Obs. | 342.000 | 342.000 | 342.000 | |||
| Wald chi2(28) | 112.630 | 92.740 | 104.420 | |||
| Prob > chi2 | 0.000 | 0.000 | 0.000 | |||
| R-squared | 0.328 | 0.320 | 0.325 | |||
| Variables | First Stage | Second Stage | First Stage | Second Stage | ||||
|---|---|---|---|---|---|---|---|---|
| Coefficient | t | Coefficient | z | Coefficient | t | Coefficient | z | |
| ESGS | 0.001 | 3.790 *** | 0.001 | 3.320 *** | ||||
| FBOD | −1.166 | −4.290 *** | 0.002 | 2.070 ** | −0.424 | −1.730 * | 0.001 | 1.800 * |
| ESGS * FBOD | 0.034 | 6.010 *** | 0.000 | −2.620 *** | 0.018 | 3.640 *** | 0.000 | −2.280 ** |
| FSIZE | 1.901 | 4.060 *** | −0.003 | −2.090 ** | 3.212 | 8.270 *** | −0.002 | −1.660 * |
| NCFASST | 10.625 | 0.910 | 0.022 | 0.640 | 17.665 | 1.730 * | 0.028 | 0.820 |
| ROE | −0.099 | −1.710 * | 0.000 | 0.860 | −0.119 | −2.330 ** | 0.000 | 0.670 |
| MTBV | −0.207 | −0.560 | 0.003 | 2.880 *** | −0.718 | −2.210 ** | 0.003 | 2.850 *** |
| SGROWTH | 3.126 | 1.590 | −0.020 | −3.430 *** | 6.373 | 3.730 *** | −0.019 | −3.250 *** |
| LEVERAGE | −0.151 | −3.430 *** | 0.000 | 0.420 | 0.005 | 0.140 | 0.000 | 0.430 |
| PPEASST | −1.218 | −0.380 | 0.062 | 6.620 *** | −7.103 | −2.520 ** | 0.062 | 6.620 *** |
| ACINDP | 0.049 | 2.020 ** | 0.000 | −1.550 | 0.081 | 3.780 *** | 0.000 | −1.400 |
| BODSIZE | −0.615 | −2.210 ** | −0.001 | −0.790 | 0.045 | 0.190 | −0.001 | −0.820 |
| BODEXP | −0.050 | −0.180 | 0.000 | −0.470 | 0.139 | 0.580 | 0.000 | −0.290 |
| BODINDP | 0.056 | 1.050 | 0.000 | 0.590 | 0.013 | 0.280 | 0.000 | 0.570 |
| PNOMCOMM | 15.728 | 1.850 * | 0.021 | 0.820 | −0.383 | −0.050 | 0.021 | 0.870 |
| PCOMPCOMM | −17.382 | −1.690 * | −0.019 | −0.620 | 0.445 | 0.050 | −0.020 | −0.670 |
| PCGCOMM | 5.435 | 3.120 *** | −0.016 | −2.900 *** | 5.360 | 3.510 *** | −0.014 | −2.640 *** |
| BIG4 | 4.414 | 2.460 ** | 0.003 | 0.600 | 1.425 | 0.900 | 0.004 | 0.730 |
| CEODUAL | 3.584 | 1.050 | 0.008 | 0.800 | −3.676 | −1.240 | 0.007 | 0.680 |
| CSRSS | 0.353 | 15.420 *** | - | - | - | - | - | - |
| CS | - | - | - | - | 0.431 | 19.920 *** | - | - |
| _cons | −13.842 | −1.260 | 0.020 | 0.610 | −47.466 | −5.130 *** | 0.009 | 0.270 |
| Year and Sector | Included | |||||||
| No. Obs. | 342.000 | 342.000 | 342.000 | 342.000 | ||||
| F(27)/chi2(27) | 27.330 *** | 205.550 *** | 38.540 *** | 205.300 *** | ||||
| R-squared | 0.702 | 0.362 | 0.768 | 0.372 | ||||
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Ghaleb, B.A. Gender Diversity, ESG Performance, and Investment Efficiency: Evidence from Saudi Arabia. Int. J. Financ. Stud. 2026, 14, 220. https://doi.org/10.3390/ijfs14080220
Ghaleb BA. Gender Diversity, ESG Performance, and Investment Efficiency: Evidence from Saudi Arabia. International Journal of Financial Studies. 2026; 14(8):220. https://doi.org/10.3390/ijfs14080220
Chicago/Turabian StyleGhaleb, Belal Ali. 2026. "Gender Diversity, ESG Performance, and Investment Efficiency: Evidence from Saudi Arabia" International Journal of Financial Studies 14, no. 8: 220. https://doi.org/10.3390/ijfs14080220
APA StyleGhaleb, B. A. (2026). Gender Diversity, ESG Performance, and Investment Efficiency: Evidence from Saudi Arabia. International Journal of Financial Studies, 14(8), 220. https://doi.org/10.3390/ijfs14080220

