Women on Boards and Financial Performance: Evidence from a European Emerging Market
Abstract
:1. Introduction
2. Literature Review
3. Research Methodology
- Performanceij—proxied by ROAij, MarketToBookij and Tobin’s Qij:
- ROAij—Ratio of net income to total assets;
- MarketToBookij—Ratio of market capitalization to book value of equity;
- Tobin’s Qij—ratio between the sum of the market value of equity and book value of liabilities and the sum of the book value of equity and liabilities;
- Diversityij—stands for different measures of gender diversity:
- DivPropij—Proportion of female members on board;
- DivPresij—Dummy variable equal to 1 if the company has a woman president of the board and 0 otherwise;
- DivPropij*DivPresij—Combined effect of the proportion of female members on board and the company having a woman president of the board;
- FirmSizeij—Natural logarithm of the market capitalization;
- BoardSizeij—Natural logarithm of the number of board members;
- ListingAgeij—Natural logarithm of the company’s listing age;
- Leverageij—Ratio of debt to total assets;
- AssetsInPlaceij—Ratio of total inventory, property, plant and equipment to total assets;
- YearsDummy and IndustryDummy—Dummy variables for years and industries to control for fixed effects.
4. Results and Discussion
5. Conclusions
Author Contributions
Acknowledgments
Funding
Conflicts of Interest
References
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Firm-Year Observations | |
Companies listed on the BSE (2012–2016) | 388 |
Less missing gender diversity data | (36) |
Less missing financial data | (9) |
Total | 343 |
Tier | |
Premium | 28.9% |
Standard | 71.1% |
Performance | |
Profit firms | 76.1% |
Loss firms | 23.9% |
Industry | |
Accommodation and food service activities | 5.8% |
Construction | 4.4% |
Electricity, gas, steam and air conditioning supply | 3.5% |
Financial and insurance activities | 15.2% |
Human health and social work activities | 0.3% |
Manufacturing | 53.9% |
Mining and quarrying | 4.7% |
Professional, scientific and technical activities | 0.9% |
Transportation and storage | 5.5% |
Wholesale and retail trade | 5.8% |
Variables | N | Minimum | Maximum | Mean | Median | Std. Deviation |
---|---|---|---|---|---|---|
ROA | 387 | −1.47 | 2.78 | 0.01 | 0.02 | 0.20 |
Market to Book Value | 384 | −8.43 | 25.84 | 0.65 | 0.55 | 1.65 |
Tobin’s Q | 384 | 0.12 | 4.24 | 0.94 | 0.80 | 0.57 |
Percentage of women on board | 356 | 0 | 0.67 | 0.16 | 0 | 0.20 |
Number of women on board | 356 | 0 | 4 | 0.77 | 0 | 1.67 |
Board Size | 352 | 1 | 11 | 5.04 | 5.00 | 1.70 |
Firm Age | 388 | 1 | 22 | 11.26 | 11.00 | 6.12 |
Leverage | 387 | 0.00 | 1.56 | 0.19 | 0.08 | 0.26 |
Total Assets (RON, millions) | 387 | 11.49 | 5,1816.43 | 2637.05 | 208.54 | 8490.88 |
Ln (Assets) | 387 | 2.44 | 10.86 | 5.70 | 5.34 | 1.82 |
Market Capitalization (RON, millions) | 384 | 1.64 | 26,611.31 | 943.24 | 56.53 | 3049.62 |
Ln (Market Capitalization) | 384 | 0.24 | 10.19 | 3.72 | 3.52 | 2.31 |
Assets in Place | 387 | 0.00 | 1.02 | 0.53 | 0.59 | 0.28 |
Valid N (listwise) | 343 |
Sample characteristics | N | Proportion of Companies with Women President of the Board | Proportion of Board Female Members to Total Board Members | Percentage of Companies with No Female Members on Board | Percentage of Companies with One Female Member on Board | Percentage of Companies with Two Female Members on Board | Percentage of Companies with Three or More Female Members on Board |
---|---|---|---|---|---|---|---|
Year | |||||||
2012 | 65 | 3.1% | 13.9% | 50.8% | 30.8% | 16.9% | 1.5% |
2013 | 69 | 7.2% | 16.4% | 46.4% | 31.9% | 14.5% | 7.2% |
2014 | 69 | 8.7% | 15.0% | 49.3% | 30.4% | 15.9% | 4.4% |
2015 | 70 | 5.7% | 16.0% | 50.0% | 27.1% | 17.1% | 5.8% |
2016 | 70 | 7.1% | 15.3% | 52.9% | 22.9% | 18.5% | 5.7% |
Tier | |||||||
Premium | 99 | 9.1% | 14.8% | 43.4% | 25.3% | 23.2% | 8.1% |
Standard | 244 | 5.3% | 15.7% | 52.5% | 29.9% | 13.9% | 3.7% |
Performance | |||||||
Profit firms | 261 | 6.9% | 14.9% | 50.2% | 27.6% | 18.0% | 4.2% |
Loss firms | 82 | 4.9% | 16.8% | 48.8% | 31.7% | 12.2% | 7.3% |
Industry | |||||||
Accommodation and food service activities | 20 | 5% | 22.9% | 50.0% | 20.0% | 15% | 15% |
Construction | 15 | 26.7% | 23.0% | 46.7% | 20.0% | 26.7% | 6.7% |
Electricity, gas, steam and air conditioning supply | 12 | 33.3% | 20.5% | 25.0% | 16.7% | 58.3% | 0.0% |
Financial and insurance activities | 52 | 0.0% | 9.1% | 57.7% | 26.9% | 13.5% | 1.9% |
Human health and social work activities | 1 | 14.3% | 0% | 0% | 100% | 0.0% | 0.0% |
Manufacturing | 185 | 4.9% | 15.4% | 55.1% | 25.4% | 15.1% | 4.3% |
Mining and quarrying | 16 | 18.8% | 14.2% | 50.0% | 25% | 12.5% | 13.0% |
Professional, scientific and technical activities | 3 | 0.0% | 29.4% | 0.0% | 66.7% | 0.0% | 33.3% |
Transportation and storage | 19 | 5.3% | 14.0% | 52.6% | 15.8% | 26.3% | 5.3% |
Wholesale and retail trade | 20 | 0.0% | 22.5% | 5.0% | 90.0% | 5.0% | 0% |
Variables | Average | Average | t Test |
---|---|---|---|
Companies without Female Members on Board | Companies with Female Members on Board | ||
ROA | 0.02 | 0.01 | 0.59 |
MarketToBook | 0.52 | 0.77 | −2.19 ** |
Tobin’s Q | 0.85 | 0.88 | −0.80 |
Board Size | 4.95 | 5.12 | −0.90 |
Firm Listing Age | 11.37 | 10.54 | 1.25 |
Leverage | 0.18 | 0.14 | 1.69 * |
Total Assets (RON, millions) | 4158.66 | 1691.54 | 2.56 ** |
Market Capitalization (RON, millions) | 1442.11 | 640.27 | 2.32 ** |
Assets in Place | 0.53 | 0.52 | 0.35 |
Independent Variables | Dependent Variable: ROA | Dependent Variable: Market to Book | ||||
---|---|---|---|---|---|---|
Panel OLS | Panel OLS Fixed Effects | Panel OLS | Panel 2SLS Second Stage | Panel OLS Fixed Effects | Panel 2SLS Second Stage Fixed Effects | |
Intercept | 0.015 | −0.014 | 0.821 **** | 10.080 **** | 0.482 *** | 0.573 *** |
[0.807] | [−0.641] | [50.471] | [50.175] | [20.697] | [20.610] | |
DivProp | 0.003 | 0.002 | 0.206 * | −0.625 | 0.233 ** | −0.037 |
[0.187] | [0.151] | [10.692] | [−10.394] | [10.996] | [−0.094] | |
Board Size | −0.013 | 0.003 | 0.001 | −0.033 | 0.080 | 0.075 |
[−1.180] | [0.283] | [0.011] | [−0.352] | [0.921] | [0.843] | |
Firm Age | 0.002 | −0.001 | −0.082 *** | −0.090 *** | −0.100 *** | −0.101 **** |
[.486] | [−.339] | [−2.795] | [−2.837] | [−3.471] | [−3.467] | |
Leverage | −0.115 **** | −0.113 **** | −0.641 **** | −0.766 **** | −0.763 **** | −0.805 **** |
[−7.421] | [−7.649] | [−5.078] | [−5.127] | [−6.083] | [−5.786] | |
Firm Size | 0.010 **** | 0.011 **** | 0.063 **** | 0.053 *** | 0.086 **** | 0.082 **** |
[5.224] | [5.930] | [4.105] | [3.068] | [5.469] | [4.954] | |
Assets in Place | −0.006 | −0.098 **** | −0.400 **** | 0.377 **** | −0.570 **** | −0.581 **** |
[−0.573] | [−5.970] | [−4.468] | [−3.913] | [−4.092] | [−4.112] | |
N | 343 | 343 | 343 | 343 | 343 | 343 |
F statistic | 21.796 **** | 12.935 **** | 23.545 **** | 20.575 **** | 11.347 **** | 10.956 **** |
R2 | 0.280 | 0.432 | 0.296 | 0.269 | 0.365 | 0.392 |
Adjusted R2 | 0.267 | 0.399 | 0.283 | 0.256 | 0.400 | 0.356 |
Independent Variables | Dependent Variable: ROA | Dependent Variable: Market to Book | |||||
---|---|---|---|---|---|---|---|
Panel OLS | Panel OLS Fixed Effects | Panel 2SLS Second Stage Fixed Effects | Panel OLS | Panel 2SLS Second Stage | Panel OLS Fixed Effects | Panel 2SLS Second Stage Fixed Effects | |
Intercept | 0.016 | −0.021 | 0.008 | 0.884 **** | 0.889 **** | 0.533 ** | 0.819 ** |
[0.880] | [−0.993] | [0.282] | [6.081] | [5.689] | [2.188] | [1.974] | |
DivPres | 0.008 | 0.026 ** | −0.070 | 0.138 | −0.560 | 0.278 *** | −0.198 |
[0.709] | [2.309] | [−1.182] | [1.432] | [−1.383] | [2.675] | [−0.355] | |
Board Size | −0.012 | 0.006 | −0.006 | 0.006 | −0.0633 | 0.101 | 0.024 |
[−10.109] | [0.582] | [−0.418] | [0.072] | [−0.620] | [0.984] | [0.169] | |
Firm Age | 0.001 | −0.002 | 0.001 | −0.089 *** | −0.0666 * | −0.113 *** | −0.099 *** |
[0.404] | [−0.603] | [0.293] | [−2.990] | [−1.945] | [−3.456] | [−2.659] | |
Leverage | −0.114 **** | −0.109 **** | −0.126 **** | −0.652 **** | −0.751 **** | −0.744 **** | −0.827 **** |
[−7.411] | [−7.433] | [−6.565] | [−5.186] | [−5.142] | [−4.842] | [−4.448] | |
Firm Size | 0.010 **** | 0.011 **** | 0.012 **** | 0.058 **** | 0.070 **** | 0.075 **** | 0.079 **** |
[5.122] | [5.861] | [5.535] | [3.769] | [3.925] | [4.232] | [4.167] | |
Assets in Place | −0.008 | −0.104 **** | −0.083 *** | −0.417 **** | −0.305 *** | −0.686 **** | −0.572 *** |
[−.679] | [−6.302] | [−3.743] | [−4.581] | [−2.626] | [−4.180] | [−2.665] | |
N | 343 | 343 | 343 | 343 | 343 | 293 | 293 |
F statistic | 21.904 **** | 13.427 **** | 10.788 **** | 23.354 **** | 20.241 **** | 8.620 **** | 7.677 **** |
R2 | 0.281 | 0.441 | 388 | 0.294 | 0.265 | 0.388 | 0.361 |
Adjusted R2 | 0.268 | 0.408 | 0.352 | 0.282 | 0.252 | 0.343 | 0.314 |
Independent Variables | Dependent Variable: ROA | Dependent Variable: Market to Book | |||||
---|---|---|---|---|---|---|---|
Panel OLS | Panel OLS Fixed Effects | Panel 2SLS Second Stage Fixed Effects | Panel OLS | Panel 2SLS Second Stage | Panel OLS Fixed Effects | Panel 2SLS Second Stage Fixed Effects | |
Intercept | 0.015 | −0.019 | 0.004 | 0.878 **** | 0.902 **** | 0.553 ** | 0.785 ** |
[0.866] | [−0.918] | [0.139] | [6.071] | [5.643] | [2.316] | [2.293] | |
DivPres*DivProp | 0.022 | 0.054 ** | −0.146 | 0.468 ** | −1.242 | 0.670 *** | −0.384 |
[0.905] | [2.326] | [−1.180] | [2.322] | [−1.355] | [3.210] | [−0.354] | |
Board Size | −0.011 | 0.007 | −0.007 | 0.019 | −0.079 | 0.116 | 0.021 |
[−1.064] | [.644] | [−.518] | [.221] | [−.723] | [1.129] | [0.149] | |
Firm Age | 0.001 | −0.002 | 0.001 | −0.091 *** | −0.066 * | −0.114 *** | −0.100 *** |
[0.384] | [−0.597] | [0.281] | [−3.096] | [−1.859] | [−3.515] | [−2.698] | |
Leverage | −0.114 **** | −0.109 **** | −0.126 **** | −0.639 **** | −0.759 **** | −0.728 **** | −0.830 **** |
[−7.386] | [−7.420] | [−6.509] | [−5.104] | [−5.012] | [−4.755] | [−4.364] | |
Firm Size | 0.010 **** | 0.011 **** | 0.011 **** | 0.056 **** | 0.071 **** | 0.074 **** | 0.080 **** |
[5.101] | [5.849] | [5.520] *** | [3.686] | [3.840] | [4.186] | [4.119] | |
Assets in Place | −0.008 | −0.105 **** | −0.080 | −0.433 **** | −0.293 ** | −0.722 **** | −0.561 ** |
[−0.723] | [−6.345] | [−3.323] | [−4.772] | [−2.366] | [−4.389] | [−2.377] | |
N | 343 | 343 | 343 | 343 | 343 | 293 | 293 |
F statistic | 21.977 **** | 13.434 **** | 10.753 **** | 24.139 **** | 19.442 **** | 8.870 **** | 7.645 **** |
R2 | 0.282 | 0.441 | 0.387 | 0.301 | 0.258 | 0.395 | 0.360 |
Adjusted R2 | 0.269 | 0.409 | 0.351 | 0.289 | 0.244 | 0.350 | 0.313 |
(a) Profit-Firms | Dependent Variable: Tobin’s Q | |||||
Independent Variables | Panel OLS Fixed Effects | Panel 2SLS Second Stage Fixed Effects | Panel OLS Fixed Effects | Panel 2SLS Second Stage Fixed Effects | Panel OLS Fixed Effects | Panel 2SLS Second Stage Fixed Effects |
Intercept | 0.574 **** | 0.158 | 0.636 **** | 0.534 *** | 0.629 **** | 0.551 **** |
[4.206] | [0.848] | [4.730] | [3.322] | [4.744] | [3.615] | |
DivProp | 0.330 *** | 0.686 ** | ||||
[3.501] | [2.123] | |||||
DivPres | 0.220 *** | 0.680 ** | ||||
[3.012] | [2.087] | |||||
DivPres*DivProp | 0.579 **** | 1.378 ** | ||||
[3.959] | [2.152] | |||||
Board Size | 0.077 | 0.100 | 0.090 | 0.168* | 0.110 | 0.187* |
[1.060] | [1.310] | [1.225] | [1.753] | [1.498] | [1.906] | |
Firm Age | −0.014 | −0.008 | −0.023 | −0.033 | −0.024 | −0.032 |
[−0.585] | [−0.337] | [−0.987] | [−1.262] | [−1.054] | [−1.287] | |
Leverage | 0.030 | 0.176 | 0.005 | 0.049 | 0.017 | 0.062 |
[0.222] | [1.220] | [0.035] | [0.330] | [0.124] | [0.426] | |
Firm Size | 0.093 | 0.088 **** | 0.091 **** | 0.094 **** | 0.091 **** | 0.091 **** |
[6.500] | [5.965] | [6.356] | [6.018] | [6.397] | [6.084] | |
Assets in Place | −0.456 **** | −0.632 **** | −0.485 **** | −0.563 **** | −0.521 **** | −0.622 **** |
[−4.440] | [−5.617] | [−4.658] | [−4.526] | [−5.025] | [−4.604] | |
N | 262 | 262 | 262 | 262 | 262 | 262 |
F statistic | 9.773 **** | 9.567 **** | 9.473 **** | 7.944 **** | 10.095 **** | 8.447 **** |
R2 | 0.405 | 0.415 | 0.398 | 0.356 | 0.413 | 0.370 |
Adjusted R2 | 0.364 | 0.371 | 0.356 | 0.311 | 0.372 | 0.327 |
(b) Standard-Tier | Dependent Variable: Tobin’s Q | |||||
Intercept | 0.399 *** | 0.254 | 0.452 *** | 0.408 *** | 0.451 *** | 0.418 *** |
[2.884] | [1.454] | [3.326] | [2.714] | [3.345] | [2.831] | |
DivProp | 0.204 ** | 0.649 ** | ||||
[2.272] | [2.085] | |||||
DivPres | 0.179 * | 0.775 ** | ||||
[1.924] | [2.013] | |||||
DivPres*DivProp | 0.469 *** | 1.501 ** | ||||
[2.817] | [2.043] | |||||
Board Size | −0.147 ** | −0.126 * | −0.129 * | −0.041 | −0.116 | −0.027 |
[−2.124] | [−1.706] | [−1.837] | [−0.435] | [−1.653] | [−0.279] | |
Firm Age | 0.004 | 0.001 | −0.003 | −0.032 | −0.007 | −0.034 |
[0.179] | [0.042] | [−0.123] | [−1.000] | [−0.277] | [−1.056] | |
Leverage | 0.752 **** | 0.809 **** | 0.741 **** | 0.791 **** | 0.752 **** | 0.809 **** |
[8.365] | [7.924] | [8.251] | [7.718] | [8.436] | [7.769] | |
Firm Size | 0.117 **** | 0.127 **** | 0.111 **** | 0.107 **** | 0.110 **** | 0.105 **** |
[7.644] | [7.262] | [7.294] | [6.392] | [7.301] | [6.355] | |
Assets in Place | −0.332 *** | −0.316 *** | −0.370 *** | −0.474 **** | −0.400 **** | −0.532 **** |
[−3.058] | [−2.751] | [−3.365] | [−3.486] | [−3.634] | [−3.546] | |
N | 244 | 244 | 244 | 244 | 244 | 244 |
F statistic | 13.788 **** | 12.408 **** | 13.616 **** | 11.574 **** | 14.113 **** | 11.914 **** |
R2 | 0.509 | 0.483 | 0.506 | 0.465 | 0.515 | 0.473 |
Adjusted R2 | 0.472 | 0.444 | 0.469 | 0.425 | 0.478 | 0.433 |
Profitable Firms Listed on the Standard Tier | ||||||
---|---|---|---|---|---|---|
(a) Dependent Variable: ROA | ||||||
Independent Variables: | Panel OLS Fixed Effects | Panel 2SLS Second Stage Fixed Effects | Panel OLS Fixed Effects | Panel 2SLS Second Stage Fixed Effects | Panel OLS Fixed Effects | Panel 2SLS Second Stage Fixed Effects |
Intercept | 0.037 ** | 0.019 | 0.042 ** | 0.037 ** | 0.041 ** | 0.037 ** |
[1.985] | [0.861] | [2.292] | [1.972] | [2.288] | [2.001] | |
DivProp | 0.024 ** | 0.083 * | ||||
[2.100] | [1.934] | |||||
DivPres | 0.019 * | 0.062 * | ||||
[1.807] | [1.934] | |||||
DivPres*DivProp | 0.045 ** | 0.118 * | ||||
[2.443] | [1.934] | |||||
Board Size | −0.010 | −0.005 | −0.009 | −0.001 | −0.007 | 0.000 |
[−1.053] | [−0.451] | [−0.914] | [−0.077] | [−0.786] | [0.007] | |
Firm Age | −0.003 | −0.003 | −0.004 | −0.006 | −0.004 * | −0.006 * |
[−0.927] | [−1.134] | [−1.195] | [−1.771] | [−1.315] | [−1.774] | |
Leverage | −0.030 **** | −0.064 **** | −0.071 **** | −0.071 **** | −0.070 **** | −0.068 |
[−4.280] | [−3.860] | [−4.385] | [−4.338] | [−4.361] | [−4.183] | |
Firm Size | 0.011 **** | 0.013 **** | 0.011 **** | 0.011 **** | 0.011 **** | 0.011 **** |
[4.942] | [5.126] | [4.788] | [4.882] | [4.804] | [4.800] | |
Assets in Place | −0.100 **** | −0.098 **** | −0.104 **** | −0.111 **** | −0.107 **** | −0.118 **** |
[−7.087] | [−6.965] | [−7.278] | [−7.316] | [−7.497] | [−7.029] | |
N | 179 | 179 | 179 | 179 | 179 | 179 |
F statistic | 10.086 **** | 10.004 **** | 9.947 **** | 10.004 **** | 10.275 **** | 10.004 **** |
R2 | 0.499 | 0.497 | 0.496 | 0.497 | 0.504 | 0.497 |
Adjusted R2 | 0.450 | 0.447 | 0.446 | 0.447 | 0.455 | 0.447 |
(b) Dependent Variable: Tobin’s Q | ||||||
Intercept | 0.278 ** | 0.008 | 0.375 *** | 0.288 ** | 0.369 *** | 0.295 ** |
[2.005] | [0.046] | [2.649] | [2.026] | [2.678] | [2.080] | |
DivProp | 0.425 **** | 1.322 **** | ||||
[4.868] | [4.053] | |||||
DivPres | 0.262 **** | 0.990 **** | ||||
[3.277] | [4.053] | |||||
DivPres*DivProp | 0.626 **** | 1.888 **** | ||||
[4.445] | [4.053] | |||||
Board Size | −0.128 * | −0.047 | −0.119 | 0.012 | −0.102 | 0.027 |
[−1.832] | [−0.608] | [−1.624] | [0.148] | [−1.428] | [0.319] | |
Firm Age | −0.013 | −0.024 | −0.025 | −0.071 ** | −0.029 | −0.071 ** |
[−0.585] | [−1.012] | [−1.041] | [−2.565] | [−1.256] | [−2.573] | |
Leverage | −0.048 | 0.032 | −0.081 | −0.067 | −0.068 | −0.032 |
[−0.392] | [0.249] | [−0.639] | [−0.537] | [−0.550] | [−0.254] | |
Firm Size | 0.177 **** | 0.194 **** | 0.171 **** | 0.175 **** | 0.170 **** | 0.171 **** |
[10.244] | [10.429] | [9.550] | [9.901] | [9.753] | [9.727] | |
Assets in Place | −0.568 **** | −0.548 **** | −0.625 **** | −0.756 **** | −0.671 **** | −0.858 **** |
[−5.381] | [−5.077] | [−5.661] | [−6.500] | [−6.169] | [−6.704] | |
N | 179 | 179 | 179 | 179 | 179 | 179 |
F statistic | 15.859 **** | 14.843 **** | 14.047 **** | 14.843 **** | 15.309 **** | 14.843 **** |
R2 | 0.610 | 0.594 | 0.581 | 0.594 | 0.602 | 0.594 |
Adjusted R2 | 0.572 | 0.554 | 0.540 | 0.554 | 0.563 | 0.554 |
© 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Ionascu, M.; Ionascu, I.; Sacarin, M.; Minu, M. Women on Boards and Financial Performance: Evidence from a European Emerging Market. Sustainability 2018, 10, 1644. https://doi.org/10.3390/su10051644
Ionascu M, Ionascu I, Sacarin M, Minu M. Women on Boards and Financial Performance: Evidence from a European Emerging Market. Sustainability. 2018; 10(5):1644. https://doi.org/10.3390/su10051644
Chicago/Turabian StyleIonascu, Mihaela, Ion Ionascu, Marian Sacarin, and Mihaela Minu. 2018. "Women on Boards and Financial Performance: Evidence from a European Emerging Market" Sustainability 10, no. 5: 1644. https://doi.org/10.3390/su10051644