Effect of Corporate Governance on Institutional Investors’ Preferences: An Empirical Investigation in Taiwan
Abstract
:1. Introduction
2. Empirical Design
2.1. Hypotheses Development
2.2. Variables Definitions
3. Model
4. Data
5. Empirical Results and Analysis
5.1. Descriptive Statistics
5.2. Empirical Results Analysis
5.3. Sensitive Analysis
5.3.1. Electronics and Nonelectronics Industry Analysis
5.3.2. Subsample Period during 2007–2008
6. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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1 | According to regulatory framework of corporate governance, which is shown by corporate governance center of Taiwan Stock Exchange, the Taiwan Stock Exchange (TWSE) and Taipei Exchange (TPEx) specified their criteria for the review of securities listings in 2002. “An IPO company must set up an independent director and meet certain qualifications. Furthermore, regulations, such as ‘Corporate Governance Best Practice Principles’, ‘Code of Practice for Corporate Social Responsibility’, and ‘Code of Practice for Integrity Management’ were subsequently announced for domestic enterprises to follow. These will guide enterprises in strengthening their sense of corporate governance and social responsibility, establishing a consensus on integrity management, constructing a corporate governance culture, and creating mutual values.” (http://cgc.twse.com.tw/). |
2 | Company Act, 2006, Chapter V, Section 4. |
3 | Taiwan Securities and Exchange Act, 2006, Article 26-3. |
4 | For saving the space, the data regarding CEO duality are not shown. If readers need the data of CEO duality, contact with authors please. |
Variable | Mean | Median | Standard Deviation | Minimum | Maximum | |
---|---|---|---|---|---|---|
RELWEIGHT | Domestic | −0.069 | −0.186 | 0.607 | −1.000 | 2.667 |
Foreign | −0.440 | −0.620 | 0.563 | −1.000 | 2.667 | |
MANAGER (%) | 22.892 | 19.940 | 13.597 | 0.000 | 89.240 | |
BLOCK (%) | 19.565 | 17.600 | 11.849 | 0.000 | 69.66 | |
INDEP (%) | 7.765 | 0.000 | 13.865 | 0.000 | 60.000 | |
PLEDGE (%) | 12.696 | 0.000 | 20.245 | 0.000 | 98.050 | |
LNTA (thousand dollar) | 15.995 | 15.814 | 1.411 | 11.119 | 21.438 | |
SYSTEMRISK (%) | 0.877 | 0.915 | 0.485 | −5.274 | 10.248 | |
EPS (dollar) | 1.831 | 1.275 | 3.725 | −52.320 | 73.320 | |
DUAL | -- | -- | -- | 0.000 | 1.000 |
Variable | RELWEIGHT | MANAGER | BLOCK | INDEP | PLEDGE | DUAL | LNTA | SYSTEMRISK | EPS | |
---|---|---|---|---|---|---|---|---|---|---|
Domestic | Foreign | |||||||||
RELWEIGHT | 1.000 | 1.000 | ||||||||
MANAGER | 0.389 (0.000) *** | 0.134 (0.000) *** | 1.000 | |||||||
BLOCK | 0.182 (0.000) *** | 0.292 (0.000) *** | −0.089 (0.000) *** | 1.000 | ||||||
INDEP | 0.072 (0.000) *** | −0.261 (0.000) *** | −0.080 (0.000) *** | −0.128 (0.000) *** | 1.000 | |||||
PLEDGE | 0.034 (0.019) ** | 0.088 (0.000) *** | −0.090 (0.000) *** | 0.031 (0.033) ** | −0.130 (0.000) *** | 1.000 | ||||
DUAL | −0.137 (0.000) *** | −0.145 (0.000) *** | −0.102 (0.000) *** | −0.002 (0.879) | 0.010 (0.482) | −0.043 (0.003) *** | 1.000 | |||
LNTA | 0.130 (0.000) *** | 0.327 (0.000) *** | −0.097 (0.000) *** | −0.037 (0.010) ** | 0.018 (0.221) | 0.098 (0.000) *** | −0.112 (0.000) *** | 1.000 | ||
SYSTEMRISK | 0.015 (0.315) | −0.033 (0.022) ** | −0.139 (0.000) *** | −0.156 (0.000) *** | 0.120 (0.000) *** | −0.063 (0.000) *** | 0.002 (0.905) | 0.247 (0.000) *** | 1.000 | |
EPS | 0.139 (0.000) *** | 0.148 (0.000) *** | 0.025 (0.088) * | 0.012 (0.407) | 0.139 (0.000) *** | −0.089 (0.000) *** | −0.054 (0.000) *** | 0.245 (0.000) *** | 0.088 (0.000) *** | 1.000 |
Variable | Domestic | Foreign | |
---|---|---|---|
Constant | Domestic | 1.151 (0.000) *** | --- |
Foreign | --- | −1.186 (0.000) *** | |
MANAGER | 0.006 (0.000) *** | 0.003 (0.000) *** | |
BLOCK | 0.005 (0.000) *** | 0.002 (0.000) *** | |
INDEP | 0.001 (0.171) | 0.000 (0.831) | |
PLEDGE | 0.001 (0.048) ** | −0.001 (0.002) *** | |
DUAL | 0.019 (0.209) | 0.005 (0.666) | |
LNTA | −0.091 (0.000) *** | 0.040 (0.001) | |
SYSTEMRISK | −0.025 (0.005) *** | −0.017 (0.015) ** | |
EPS | 0.013 (0.000) *** | 0.008 (0.000) | |
Adjusted R-squared | 0.868 | 0.901 | |
F-statistic | 46.650 (0.000) *** | 63.859 (0.000) *** | |
Hausman Test | 162.502 (0.000) *** | 181.155 (0.000) *** | |
Fixed/random effect | Fixed | Fixed |
Variable | Domestic | Foreign | |
---|---|---|---|
Constant | Domestic | 1.178 (0.000) *** | --- |
Foreign | --- | −1.102 (0.000) *** | |
MANAGER | −0.008 (0.075) * | −0.006 (0.099) * | |
(MANAGER − 10%) a1 | 0.021 (0.000) *** | 0.009 (0.042) ** | |
:(MANAGER − 20%) a2 | −0.011 (0.006) *** | −0.001 (0.648) | |
:(MANAGER − 30%) a3 | 0.005 (0.133) | 0.004 (0.133) | |
BLOCK | 0.005 (0.000) *** | 0.002 (0.000) *** | |
INDEP | 0.001 (0.177) | 0.000 (0.788) | |
PLEDGE | 0.001 (0.051) * | −0.001 (0.002) *** | |
DUAL | 0.020 (0.186) | 0.005 (0.679) | |
LNTA | −0.088 (0.000) *** | 0.039 (0.001) *** | |
SYSTEMRISK | −0.024 (0.006) *** | −0.017 (0.016) ** | |
EPS | 0.012 (0.000) *** | 0.007 (0.000) *** | |
Adjusted R-squared | 0.869 | 0.901 | |
F-statistic | 46.585 (0.000) *** | 63.731 (0.000) *** | |
Hausman Test | 156.379 (0.000) *** | 182.674 (0.000) *** | |
Fixed/random effect | Fixed | Fixed |
Variable | Domestic | Foreign | |
---|---|---|---|
Constant | Domestic | 2.090 (0.000) *** | --- |
Foreign | --- | −2.253 (0.000) *** | |
MANAGER | 0.007 (0.000) *** | 0.003 (0.000) *** | |
BLOCK | 0.007 (0.000) *** | 0.002 (0.000) *** | |
INDEP | 0.001 (0.268) | 0.000 (0.722) | |
PLEDGE | 0.002 (0.008) *** | −0.002 (0.000) *** | |
DUAL | 0.037 (0.119) | −0.039 (0.001) *** | |
LNTA | −0.154 (0.000) *** | 0.090 (0.000) *** | |
SYSTEMRISK | −0.011 (0.408) | −0.004 (0.521) | |
EPS | 0.013 (0.000) *** | 0.004 (0.003) *** | |
Adjusted R-squared | 0.859 | 0.870 | |
F-statistic | 42.637 (0.000) *** | 46.635 (0.000) *** | |
Hausman Test | 135.240 (0.000) *** | 88.666 (0.000) *** | |
Fixed/random effect | Fixed | Fixed |
Variable | Domestic | Foreign | |
---|---|---|---|
Constant | Domestic | −0.310 (0.316) | --- |
Foreign | --- | 0.073 (0.827) | |
MANAGER | 0.005 (0.000) *** | 0.004 (0.000) *** | |
BLOCK | 0.003 (0.000) *** | 0.002 (0.004) *** | |
INDEP | 0.095 (0.080) ** | 0.173 (0.003) *** | |
PLEDGE | 0.000 (0.995) | 0.000 (0.377) | |
DUAL | 0.007 (0.692) | 0.051 (0.011) ** | |
LNTA | 0.004 (0.843) | −0.026 (0.216) | |
SYSTEMRISK | −0.050 (0.000) *** | −0.031 (0.018) ** | |
EPS | 0.010 (0.000) *** | 0.014 (0.000) *** | |
Adjusted R-squared | 0.883 | 0.872 | |
F-statistic | 52.578 (0.000) *** | 47.573 (0.000) *** | |
Hausman Test | 52.926 (0.000) *** | 80.673 (0.000) ** | |
Fixed/random effect | Fixed | Fixed |
Variable | Domestic | Foreign | |
---|---|---|---|
Constant | Domestic | 1982.901 (0.000) *** | --- |
Foreign | --- | −2.150 (0.000) *** | |
MANAGER | −0.214 (0.246) | 0.002 (0.806) | |
:(MANAGER − 10%) a1 | −0.453 (0.000) *** | −0.002 (0.815) | |
:(MANAGER − 20%) a2 | 0.331 (0.003) *** | 0.002 (0.570) | |
:(MANAGER − 30%) a3 | 0.132 (0.008) *** | 0.005 (0.046) ** | |
BLOCK | −0.019 (0.630) | 0.003 (0.000) *** | |
INDEP | 0.058 (0.000) *** | 0.000 (0.582) | |
PLEDGE | −0.043 (0.000) *** | −0.001 (0.000) *** | |
DUAL | 0.005 (0.262) | −0.041 (0.001) *** | |
LNTA | −0.091 (0.627) | 0.085 (0.000) *** | |
SYSTEMRISK | 1.941 (0.000) *** | −0.004 (0.505) | |
EPS | −0.003 (0.010) ** | 0.004 (0.003) *** | |
Adjusted R-squared | 0.033 | 0.871 | |
F-statistic | 1.230 (0.008) *** | 46.484 (0.000) *** | |
Hausman Test | 297.266 (0.000) *** | 101.735 (0.000) *** | |
Fixed/random effect | Fixed | Fixed |
Variable | Domestic | Foreign | |
---|---|---|---|
Constant | Domestic | −0.189 (0.563) | --- |
Foreign | --- | 0.166 (0.622) | |
MANAGER | −0.009 (0.042) ** | −0.006 (0.205) | |
:(MANAGER − 10%) a1 | 0.024 (0.001) *** | 0.015 (0.039) ** | |
:(MANAGER − 20%) a2 | −0.010 (0.067) ** | −0.006 (0.293) | |
:(MANAGER − 30%) a3 | −0.002 (0.514) | 0.003 (0.472) | |
BLOCK | 0.003 (0.000) *** | 0.003 (0.001) *** | |
INDEP | 0.065 (0.273) | 0.137 (0.026) ** | |
PLEDGE | 0.000 (0.772) | 0.000 (0.334) | |
DUAL | −0.008 (0.693) | 0.050 (0.013) ** | |
LNTA | 0.000 (0.993) | −0.028 (0.189) | |
SYSTEMRISK | −0.046 (0.000) *** | −0.030 (0.021) ** | |
EPS | 0.008 (0.006) *** | 0.014 (0.000) *** | |
Adjusted R-squared | 0.880 | 0.872 | |
F-statistic | 54.470 (0.000) *** | 47.200 (0.000) *** | |
Hausman Test | 43.724 (0.000) *** | 81.005 (0.000) *** | |
Fixed/random effect | Fixed | Fixed |
Variable | Domestic | Foreign | |
---|---|---|---|
Constant | Domestic | −1.974 (0.022)** | -- |
Foreign | --- | −0.428 (0.064) * | |
MANAGER | 0.004 (0.132) | −0.001 (0.378) | |
BLOCK | 0.000 (0.967) | 0.000 (0.698) | |
INDEP | −0.005 (0.003) *** | 0.000 (0.654) | |
PLEDGE | 0.000 (0.597) | −0.001 (0.131) | |
DUAL | 0.018 (0.631) | −0.032 (0.235) | |
LNTA | 0.116 (0.031) ** | −0.013 (0.330) | |
SYSTEMRISK | 0.002 (0.857) | −0.019 (0.193) | |
EPS | 0.007 (0.140) | 0.007 (0.003) *** | |
Adjusted R-squared | 0.932 | 0.824 | |
F-statistic | 28.077 (0.000) *** | 10.268 (0.000) *** | |
Hausman Test | 87.049 | 133.939 | |
Fixed/random effect | Fixed | Fixed |
Variable | Domestic | Foreign | |
---|---|---|---|
Constant | Domestic | −2.145 (0.017) ** | --- |
Foreign | --- | −2.397 (0.000) *** | |
MANAGER | 0.015 (0.380) | 0.005 (0.688) | |
:(MANAGER − 10%) a1 | −0.012 (0.545) | −0.003 (0.829) | |
:(MANAGER − 20%) a2 | 0.002 (0.843) | 0.001 (0.904) | |
:(MANAGER − 30%) a3 | −0.003 (0.760) | 0.001 (0.885) | |
BLOCK | 0.000 (0.965) | 0.003 (0.072) * | |
INDEP | −0.005 (0.003) *** | 0.000 (0.706) | |
PLEDGE | 0.001 (0.542) | 0.000 (0.802) | |
DUAL | 0.018 (0.647) | 0.001 (0.971) | |
LNTA | 0.120 (0.027) ** | 0.113 (0.002) *** | |
SYSTEMRISK | 0.003 (0.843) | 0.006 (0.550) | |
EPS | 0.006 (0.163) | 0.000 (0.973) | |
Adjusted R-squared | 0.932 | 0.960 | |
F-statistic | 27.822 (0.000) *** | 48.702 (0.000) *** | |
Hausman Test | 85.930 (0.000) *** | 93.116 (0.000) *** | |
Fixed/random effect | Fixed | Fixed |
Full Sample | Electronics | Nonelectronics | Financial Tsunami | |||||
---|---|---|---|---|---|---|---|---|
Domestic | Foreign | Domestic | Foreign | Domestic | Foreign | Domestic | Foreign | |
H1 | yes | yes | yes | yes | yes | yes | no | no |
H2 | yes | no | yes | yes | yes | no | no | no |
H3 | yes | yes | yes | yes | yes | yes | no | no |
H4 | no | no | no | no | yes | yes | no | no |
H5 | no | yes | no | yes | no | no | no | no |
H6 | no | no | no | yes | no | no | no | no |
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Share and Cite
Lu, S.-L.; Li, Y.-H. Effect of Corporate Governance on Institutional Investors’ Preferences: An Empirical Investigation in Taiwan. J. Risk Financial Manag. 2019, 12, 32. https://doi.org/10.3390/jrfm12010032
Lu S-L, Li Y-H. Effect of Corporate Governance on Institutional Investors’ Preferences: An Empirical Investigation in Taiwan. Journal of Risk and Financial Management. 2019; 12(1):32. https://doi.org/10.3390/jrfm12010032
Chicago/Turabian StyleLu, Su-Lien, and Ying-Hui Li. 2019. "Effect of Corporate Governance on Institutional Investors’ Preferences: An Empirical Investigation in Taiwan" Journal of Risk and Financial Management 12, no. 1: 32. https://doi.org/10.3390/jrfm12010032
APA StyleLu, S. -L., & Li, Y. -H. (2019). Effect of Corporate Governance on Institutional Investors’ Preferences: An Empirical Investigation in Taiwan. Journal of Risk and Financial Management, 12(1), 32. https://doi.org/10.3390/jrfm12010032