The Role of Institutional Investors in Improving Board of Director Attributes around the World
Abstract
:1. Introduction
2. Literature Review and Hypothesis Development
2.1. Institutional Investors and Corporate Governance
2.2. Board Composition and Independence
2.3. Board Entrenchment (Tenure)
2.4. Board Busyness
3. Methodology and Data Description
3.1. Data and Sample
3.2. Dependent Variables: Board Governance
3.3. Independent Variables: Institutional Ownership
3.4. Control Variables: Firm and Country Characteristics
4. Empirical Analysis
5. Robustness Check
6. Summary and Discussion
7. Conclusions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
SN | Country | Index Name | Number of Firms Per Year | Total Unique Firms | Total Observations | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | |||||
Civil Law Countries | |||||||||||
1 | Belgium | BEL 20 | 12 | 12 | 13 | 13 | 13 | 12 | 13 | 16 | 88 |
2 | Denmark | OMX COPENHAGEN 20 | 13 | 12 | 13 | 12 | 13 | 13 | 13 | 18 | 89 |
3 | Finland | OMX Helsinki 25 | 19 | 21 | 20 | 20 | 23 | 22 | 21 | 26 | 146 |
4 | France | CAC 40 | 32 | 31 | 31 | 30 | 31 | 33 | 34 | 38 | 222 |
5 | Italy | FTSE MIB | 19 | 20 | 20 | 19 | 18 | 19 | 18 | 25 | 133 |
6 | Netherland | AEX | 17 | 18 | 18 | 19 | 19 | 20 | 20 | 26 | 131 |
7 | Norway | OBX | 17 | 19 | 21 | 21 | 20 | 22 | 23 | 32 | 143 |
8 | Spain | IBEX 35 | 22 | 23 | 24 | 24 | 24 | 26 | 24 | 34 | 167 |
9 | Sweden | OMX STOCKHOLM 30 | 19 | 20 | 22 | 23 | 23 | 22 | 21 | 25 | 150 |
10 | Switzerland | SMI | 17 | 13 | 13 | 13 | 14 | 12 | 13 | 20 | 95 |
Common Law Countries | |||||||||||
11 | Australia | S&P/ASX 50 | 24 | 25 | 30 | 35 | 30 | 29 | 29 | 42 | 202 |
12 | Canada | S&P/TSX 60 | 42 | 45 | 44 | 44 | 45 | 49 | 48 | 61 | 317 |
13 | India | BSE 30 | 6 | 13 | 19 | 22 | 22 | 23 | 22 | 31 | 127 |
14 | Ireland | ISEQ | 10 | 10 | 10 | 14 | 15 | 16 | 17 | 20 | 92 |
15 | United Kingdom | FTSE100 | 63 | 66 | 67 | 68 | 74 | 70 | 76 | 103 | 484 |
Total | 332 | 348 | 365 | 377 | 384 | 388 | 392 | 517 | 2586 |
Appendix B
1. Board size is greater than five but less than 16. |
2. Board is controlled by more than 50% independent outside directors. |
3. Board-approved succession plan in place for the CEO. |
4. Board performance is reviewed annually. |
5. Audit committee composed solely of independent directors. |
6. Compensation committee composed solely of independent directors. |
7. The majority of members of nomination committee are independent directors. |
8. All directors attended 75% of board meetings. |
9. Chair and CEO positions are separated or there is lead director. |
10. CEO is not serving on nomination committee. |
11. Chair is INED. |
12. Board is not busy (at least half of the INEDs hold ≤ two directorships in public companies). |
13. CEO is not busy (CEO holds ≤ two directorships in public companies). |
14. Chair is not busy (Chair holds ≤ two directorships in public companies). |
Appendix C
Variables | Variables Definition | Source |
---|---|---|
Dependent Variables: Board Attributes | ||
Board attributes index (GOV14) | Firm level governance measured by the main attributes related to the structure and function of the corporate board and key committees. | BoardEX |
Board independence (INED BOARD) | The proportion of independent directors on the board. | BoardEX |
AC independence (INED AC) | The proportion of independent directors on the audit committee. | BoardEX |
CC independence (INED CC) | The proportion of independent directors on the compensation committee. | BoardEX |
NC independence (INED NC) | The proportion of independent directors on the nomination committee. | BoardEX |
CEO tenure (CEO TENURE) | Total number of years that CEO has served on the board. | BoardEX |
Board tenure (BOARD TENURE) | Total number of years that board members have served on the board divided by total number of board members. | BoardEX |
Busy board (BUSY BOARD) | Average directorships held by INEDs. | BoardEX |
Busy board% (BUSY BOARD%) | Proportion of the INEDs who hold three or more directorship in public firms. | BoardEX |
Independent Variables: Institutional Ownership | ||
Total IO (IO TOTAL) | Holdings by all institutions as a fraction of market capitalization. | ThomsonOne |
Foreign IO (IO FOR) | Holdings by institutions located in a different country from where the stock is listed as a fraction of market capitalization. | ThomsonOne |
Domestic IO (IO DOM) | Holdings by institutions located in the same country where the stock is listed as a fraction of market capitalization. | ThomsonOne |
Common-law IO (IO COMMON) | Holdings by institutions located in common-law countries as a fraction of market capitalization. | ThomsonOne |
Civil-law IO (IO CIVIL) | Holdings by institutions located in civil-law countries as a fraction of market capitalization. | ThomsonOne |
Control Variables: Firm and Country Characteristics | ||
Firm size (SIZE) | Log of total assets in thousands of U.S. dollars (WS02999). | Worldscope |
Sales growth (GROWTH) | Two-year geometric average of annual growth rate in net sales in U.S. dollars (WS01001). | Worldscope |
Leverage (LEV) | Total debt (WS03255) divided by total assets (WS02999). | Worldscope |
Cash ( CASH) | Cash and short-term investments (WS02001) divided by total assets (WS02999). | Worldscope |
Capital expenditures (CAPEX) | Capital expenditures (WS 04601) divided by total assets (WS02999). | Worldscope |
Market-to-book (MB) | Market value of equity (WS item 08001) divided by book value of equity (WS03501). | Worldscope |
Return on assets (ROA) | Ratio of net income before extraordinary items (WS01551) plus interest expenses (WS01151) to total assets (WS02999). | Worldscope |
Property, plant and equipment (PPE) | Property, plant, and equipment (WS02501) divided by total assets (WS02999). | Worldscope |
Analyst coverage (ANALYST) | Number of analysts following a firm (IBES). | IBES |
Cross-listing dummy (ADR) | Dummy that equals one if a firm is cross-listed on a U.S. exchange through a level 2–3 ADR or direct listing of ordinary shares, and zero otherwise. | Major Depositary institutions |
Rule of law (RULE) | Index measures the extent to which the agent has confidence in and abide by the rules of the society in a particular country. | World Bank |
Pre-crisis dummy (PRE-CRISIS) | Dummy that equals one if the observation falls into pre- crisis period, and zero otherwise. | World Bank |
Crisis dummy (CRISIS) | Dummy that equals one if the observation falls into crisis period, and zero otherwise. | World Bank |
Post-crisis dummy (POST-CRISIS) | Dummy that equals one if the observation falls into post- crisis period, and zero otherwise. | World Bank |
Family controlling 20% (FAMILY) | Dummy that equals one if the ultimate owner is family and owns greater than 20%, and zero otherwise. | ThomsonOne & Annual Reports |
State controlling 20% (STATE) | Dummy that equals one if the ultimate owner is state and owns greater than 20%, and zero otherwise. | ThomsonOne & Annual Reports |
Institutional owner controlling 20% (IO) | Dummy that equals one if the ultimate owner is institutional investor and owns greater than 20%, and zero otherwise. | ThomsonOne & Annual Reports |
Widely held at 20% (WIDLEY) | Dummy that equals one if the firm is widely held at 20%, and zero otherwise. | ThomsonOne & Annual Reports |
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Mean | Standard Deviation | GOV14 | INED BOARD | INED AC | INED CC | INED NC | CEO TENURE | BOARD TENURE | BUSY BOARD | BUSY BOARD% | IO TOTAL | IO FOR | IO DOM | IO COMMON | IO CIVIL | SIZE | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
GOV14 | 10 | 2 | 1.000 | ||||||||||||||
INED BOARD | 64% | 22% | 0.644 | 1.000 | |||||||||||||
INED AC | 85% | 27% | 0.594 | 0.602 | 1.000 | ||||||||||||
INED CC | 80% | 30% | 0.686 | 0.621 | 0.647 | 1.000 | |||||||||||
INED NC | 71% | 34% | 0.653 | 0.561 | 0.475 | 0.711 | 1.000 | ||||||||||
CEO TENURE | 5.0 | 4.8 | −0.012 | −0.039 | 0.033 | 0.044 | 0.038 | 1.000 | |||||||||
BOARD TENURE | 6.0 | 2.7 | −0.030 | −0.025 | −0.009 | −0.010 | 0.004 | 0.376 | 1.000 | ||||||||
BUSY BOARD | 2.6 | 0.9 | −0.178 | 0.136 | 0.201 | 0.091 | 0.113 | −0.020 | 0.063 | 1.000 | |||||||
BUSY BOARD% | 43% | 25% | −0.124 | 0.158 | 0.190 | 0.120 | 0.152 | −0.047 | 0.025 | 0.825 | 1.000 | ||||||
IO TOTAL | 36% | 23% | 0.397 | 0.181 | 0.277 | 0.252 | 0.254 | 0.056 | 0.000 | −0.080 | −0.027 | 1.000 | |||||
IO FOR | 20% | 16% | 0.241 | 0.149 | 0.113 | 0.119 | 0.124 | 0.047 | 0.059 | −0.137 | −0.105 | 0.702 | 1.000 | ||||
IO DOM | 16% | 17% | 0.323 | 0.100 | 0.278 | 0.238 | 0.232 | 0.031 | −0.063 | 0.015 | 0.057 | 0.732 | 0.039 | 1.000 | |||
IO COMMON | 28% | 23% | 0.437 | 0.158 | 0.325 | 0.309 | 0.288 | 0.065 | 0.030 | −0.067 | −0.011 | 0.890 | 0.626 | 0.661 | 1.000 | ||
IO CIVIL | 8% | 11% | −0.09 | 0.040 | −0.103 | −0.126 | −0.080 | −0.021 | −0.072 | −0.026 | −0.033 | 0.227 | 0.162 | 0.152 | −0.236 | 1.000 | |
SIZE | 7.0 | 0.6 | −0.049 | 0.012 | 0.045 | 0.125 | 0.123 | −0.062 | −0.014 | 0.196 | 0.203 | −0.288 | −0.272 | −0.139 | −0.196 | −0.190 | 1.000 |
GROWTH | 12% | 24% | −0.021 | −0.061 | −0.039 | −0.030 | −0.019 | 0.016 | −0.023 | 0.005 | −0.006 | 0.008 | 0.028 | −0.017 | 0.031 | −0.047 | −0.043 |
LEV | 26% | 15% | −0.114 | −0.101 | −0.122 | −0.069 | −0.073 | 0.005 | 0.012 | −0.122 | −0.133 | −0.027 | −0.040 | 0.002 | −0.032 | 0.009 | 0.116 |
CASH | 11% | 10% | 0.001 | −0.029 | −0.012 | −0.036 | −0.024 | 0.002 | 0.029 | −0.012 | −0.017 | −0.025 | 0.062 | −0.095 | −0.030 | 0.006 | −0.158 |
CAPEX | 6% | 5% | 0.017 | 0.023 | −0.034 | −0.016 | 0.002 | 0.007 | −0.035 | −0.024 | −0.046 | −0.073 | −0.055 | −0.049 | −0.019 | −0.107 | −0.021 |
MB | 3.2 | 3.0 | −0.030 | −0.075 | −0.029 | −0.062 | −0.060 | 0.024 | 0.012 | 0.039 | 0.010 | 0.057 | 0.013 | 0.065 | 0.086 | −0.063 | −0.308 |
ROA | 11% | 7% | −0.014 | 0.003 | 0.012 | −0.037 | −0.024 | 0.005 | 0.026 | 0.065 | 0.045 | −0.014 | −0.030 | 0.012 | 0.012 | −0.050 | −0.218 |
PPE | 35% | 24% | 0.131 | 0.108 | 0.058 | 0.080 | 0.110 | −0.044 | −0.098 | −0.040 | −0.075 | 0.000 | −0.026 | 0.031 | 0.083 | −0.169 | 0.137 |
ANALYST | 18 | 9 | −0.218 | −0.107 | −0.071 | −0.085 | −0.096 | 0.026 | 0.009 | 0.156 | 0.096 | −0.204 | −0.144 | −0.142 | −0.224 | 0.050 | 0.372 |
ADR | 0.19 | 0.39 | 0.260 | 0.263 | 0.232 | 0.242 | 0.239 | 0.007 | 0.105 | 0.095 | 0.147 | 0.183 | 0.107 | 0.154 | 0.264 | −0.172 | 0.259 |
RULE | 91% | 12% | 0.408 | 0.284 | 0.039 | 0.153 | 0.276 | 0.006 | −0.005 | −0.165 | −0.032 | 0.312 | 0.204 | 0.233 | 0.205 | 0.218 | −0.061 |
PRE-CRISIS | 0.37 | 0.48 | −0.111 | −0.067 | −0.120 | −0.079 | −0.076 | −0.083 | −0.056 | 0.025 | 0.046 | −0.016 | −0.005 | −0.020 | −0.028 | 0.019 | −0.048 |
CRISIS | 0.45 | 0.50 | 0.081 | −0.023 | 0.055 | 0.055 | 0.020 | 0.063 | −0.019 | −0.140 | −0.114 | 0.055 | 0.054 | 0.032 | 0.048 | 0.020 | 0.049 |
POST-CRISIS | 0.18 | 0.39 | 0.034 | 0.114 | 0.079 | 0.028 | 0.069 | 0.023 | 0.095 | 0.149 | 0.088 | −0.051 | −0.064 | −0.016 | −0.027 | −0.048 | −0.003 |
FAMILY | 0.20 | 0.40 | −0.273 | −0.255 | −0.177 | −0.261 | −0.194 | −0.025 | 0.127 | 0.014 | −0.031 | −0.317 | −0.190 | −0.257 | −0.273 | −0.088 | −0.027 |
STATE | 0.09 | 0.27 | −0.167 | −0.148 | −0.155 | −0.106 | −0.207 | −0.047 | −0.206 | −0.093 | −0.099 | −0.282 | −0.193 | −0.204 | −0.266 | −0.028 | 0.177 |
IO | 0.03 | 0.17 | −0.112 | −0.163 | −0.127 | −0.114 | −0.080 | 0.009 | −0.023 | −0.004 | −0.024 | 0.037 | 0.022 | 0.044 | −0.030 | 0.158 | 0.035 |
WIDELY | 0.68 | 0.46 | 0.376 | 0.367 | 0.292 | 0.330 | 0.320 | 0.047 | 0.023 | 0.045 | 0.095 | 0.430 | 0.273 | 0.328 | 0.406 | 0.036 | −0.096 |
GROWTH | LEV | CASH | CAPEX | MB | ROA | PPE | ANALYST | ADR | RULE | PRE-CRISIS | CRISIS | POST-CRISIS | FAMILY | STATE | IO | WIDELY | |
GROWTH | 1.000 | ||||||||||||||||
LEV | −0.049 | 1.000 | |||||||||||||||
CASH | 0.045 | −0.279 | 1.000 | ||||||||||||||
CAPEX | 0.095 | 0.055 | −0.082 | 1.000 | |||||||||||||
MB | 0.106 | 0.029 | 0.186 | 0.030 | 1.000 | ||||||||||||
ROA | 0.113 | −0.290 | 0.129 | 0.180 | 0.432 | 1.000 | |||||||||||
PPE | 0.071 | 0.175 | −0.246 | 0.645 | −0.103 | 0.028 | 1.000 | ||||||||||
ANALYST | −0.078 | −0.076 | 0.080 | −0.078 | 0.057 | 0.132 | −0.167 | 1.000 | |||||||||
ADR | 0.028 | −0.057 | −0.052 | 0.081 | 0.026 | 0.064 | 0.184 | −0.012 | 1.000 | ||||||||
RULE | −0.043 | −0.022 | −0.041 | −0.065 | −0.036 | −0.037 | 0.017 | −0.268 | 0.136 | 1.000 | |||||||
PRE-CRISIS | 0.177 | 0.038 | −0.028 | 0.045 | 0.098 | 0.095 | 0.005 | −0.149 | 0.012 | 0.058 | 1.000 | ||||||
CRISIS | −0.171 | 0.019 | 0.028 | −0.170 | −0.075 | −0.120 | −0.127 | 0.105 | −0.044 | 0.037 | −0.690 | 1.000 | |||||
POST-CRISIS | −0.001 | −0.072 | −0.002 | 0.162 | −0.026 | 0.035 | 0.158 | 0.050 | 0.042 | −0.121 | −0.362 | −0.424 | 1.000 | ||||
FAMILY | 0.020 | 0.018 | 0.002 | 0.005 | −0.047 | −0.019 | −0.036 | −0.037 | −0.152 | −0.171 | 0.009 | 0.008 | −0.021 | 1.000 | |||
STATE | −0.017 | 0.039 | −0.061 | 0.060 | −0.092 | −0.007 | 0.127 | 0.133 | −0.130 | −0.168 | −0.005 | 0.005 | 0.000 | −0.152 | 1.000 | ||
IO | −0.014 | 0.090 | −0.036 | −0.053 | −0.024 | −0.027 | 0.011 | 0.045 | −0.054 | −0.013 | 0.022 | 0.023 | −0.057 | −0.085 | −0.052 | 1.000 | |
WIDELY | −0.002 | −0.071 | 0.048 | −0.022 | 0.105 | 0.030 | −0.049 | −0.064 | 0.229 | 0.253 | −0.013 | −0.018 | 0.038 | −0.739 | −0.451 | −0.253 | 1.000 |
N = 2586 |
GOV14 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | ||||||
Panel A: Firm Fixed Effects | ||||||||||
IO TOTAL | 0.006 ** | |||||||||
(0.033) | ||||||||||
IO FOR | 0.009 *** | |||||||||
(0.008) | ||||||||||
IO DOM | −0.001 | |||||||||
(0.758) | ||||||||||
IO COMMON | 0.005 | |||||||||
(0.110) | ||||||||||
IO CIVIL | 0.008 | |||||||||
(0.313) | ||||||||||
SIZE | −0.665 ** | −0.672 ** | −0.714 ** | −0.686 ** | −0.695 ** | |||||
(0.023) | (0.021) | (0.014) | (0.018) | (0.018) | ||||||
GROWTH | 0.048 | 0.051 | 0.052 | 0.051 | 0.048 | |||||
(0.668) | (0.652) | (0.650) | (0.655) | (0.676) | ||||||
LEV | 0.500 | 0.533 | 0.474 | 0.516 | 0.455 | |||||
(0.308) | (0.273) | (0.334) | (0.293) | (0.357) | ||||||
CASH | −1.061 ** | −1.063 ** | −1.048 ** | −1.048 * | −1.051 ** | |||||
(0.047) | (0.045) | (0.050) | (0.050) | (0.049) | ||||||
CAPEX | −2.134 ** | −2.241 ** | −2.312 ** | −2.200 ** | −2.219 ** | |||||
(0.039) | (0.034) | (0.027) | (0.036) | (0.030) | ||||||
MB | 0.014 | 0.014 | 0.012 | 0.013 | 0.013 | |||||
(0.450) | (0.436) | (0.497) | (0.476) | (0.470) | ||||||
ROA | 1.300 ** | 1.297** | 1.169 * | 1.270 ** | 1.196 * | |||||
(0.036) | (0.035) | (0.055) | (0.040) | (0.051) | ||||||
PPE | 0.211 | 0.240 | 0.285 | 0.273 | 0.220 | |||||
(0.734) | (0.702) | (0.644) | (0.657) | (0.728) | ||||||
ANALYST | 0.004 | 0.004 | 0.004 | 0.004 | 0.004 | |||||
(0.599) | (0.611) | (0.602) | (0.608) | (0.588) | ||||||
ADR | 0.399 | 0.382 | 0.413 | 0.402 | 0.412 | |||||
(0.332) | (0.352) | (0.315) | (0.330) | (0.315) | ||||||
RULE | −0.043 | −0.045 | −0.043 | −0.045 | −0.040 | |||||
(0.190) | (0.171) | (0.197) | (0.172) | (0.220) | ||||||
CRISIS | 0.002 | 0.026 | −0.002 | 0.001 | −0.005 | |||||
(0.984) | (0.818) | (0.989) | (0.991) | (0.966) | ||||||
POST-CRISIS | −0.138 | −0.106 | −0.139 | −0.139 | −0.141 | |||||
(0.365) | (0.488) | (0.360) | (0.361) | (0.354) | ||||||
FAMILY | 0.826 *** | 0.830 *** | 0.722 ** | 0.764 *** | 0.816 *** | |||||
(0.004) | (0.005) | (0.013) | (0.007) | (0.007) | ||||||
STATE | 0.249 | 0.251 | 0.121 | 0.150 | 0.270 | |||||
(0.491) | (0.512) | (0.746) | (0.681) | (0.478) | ||||||
WIDELY | 0.572 ** | 0.578 ** | 0.490 ** | 0.515 ** | 0.581 ** | |||||
(0.013) | (0.016) | (0.045) | (0.024) | (0.023) | ||||||
N | 2028 | 2028 | 2028 | 2028 | 2028 | |||||
R-Squared | 0.098 | 0.101 | 0.095 | 0.097 | 0.096 | |||||
Panel B: Firm Fixed Effects (Pre-Crisis Observations) | ||||||||||
IO TOTAL | 0.003 | |||||||||
(0.738) | ||||||||||
IO FOR | 0.002 | |||||||||
(0.740) | ||||||||||
IO DOM | 0.004 | |||||||||
(0.832) | ||||||||||
IO COMMON | 0.002 | |||||||||
(0.800) | ||||||||||
IO CIVIL | 0.009 | |||||||||
(0.686) | ||||||||||
N | 551 | 551 | 551 | 551 | 551 | |||||
R-Squared | 0.042 | 0.042 | 0.042 | 0.042 | 0.042 | |||||
Panel C: Firm Fixed Effects (Crisis Observations) | ||||||||||
IO TOTAL | 0.004 | |||||||||
(0.373) | ||||||||||
IO FOR | 0.010 * | |||||||||
(0.072) | ||||||||||
IO DOM | −0.009 | |||||||||
(0.108) | ||||||||||
IO COMMON | 0.001 | |||||||||
(0.873) | ||||||||||
IO CIVIL | 0.013 | |||||||||
(0.278) | ||||||||||
N | 1047 | 1047 | 1047 | 1047 | 1047 | |||||
R-Squared | 0.106 | 0.111 | 0.107 | 0.105 | 0.108 | |||||
Panel D: Firm Fixed Effects (Post-Crisis Observations) | ||||||||||
IO TOTAL | 0.022 *** | |||||||||
(0.005) | ||||||||||
IO FOR | 0.015 | |||||||||
(0.112) | ||||||||||
IO DOM | 0.033 ** | |||||||||
(0.012) | ||||||||||
IO COMMON | 0.018 * | |||||||||
(0.059) | ||||||||||
IO CIVIL | 0.070 *** | |||||||||
(0.000) | ||||||||||
N | 430 | 430 | 430 | 430 | 430 | |||||
R-Squared | 0.090 | 0.072 | 0.083 | 0.076 | 0.100 | |||||
Panel E: Firm Fixed Effects Panel (Civil-Law Countries) | Firm Fixed Effects Panel (Common-Law Countries) | |||||||||
(1) | (2) | (3) | (4) | (5) | (6) | |||||
IO TOTAL | 0.005 | 0.005 * | ||||||||
(0.329) | (0.069) | |||||||||
IO FOR | 0.005 | 0.011 *** | ||||||||
(0.348) | (0.001) | |||||||||
IO DOM | −0.001 | −0.001 | ||||||||
(0.940) | (0.718) | |||||||||
N | 1089 | 1089 | 1089 | 939 | 939 | 939 | ||||
R-Squared | 0.110 | 0.110 | 0.109 | 0.146 | 0.154 | 0.143 | ||||
Panel F: Firm Fixed Effects (Interaction Effects) | ||||||||||
IO TOTAL * FAMILY | −0.002 | |||||||||
(0.717) | ||||||||||
IO FOR * FAMILY | −0.002 | |||||||||
(0.651) | ||||||||||
IO DOM* FAMILY | −0.002 | |||||||||
(0.887) | ||||||||||
IO TOTAL * Non-FAMILY | 0.008 *** | |||||||||
(0.008) | ||||||||||
IO FOR * Non-FAMILY | 0.013 *** | |||||||||
(0.000) | ||||||||||
IO DOM* Non-FAMILY | −0.001 | |||||||||
(0.796) |
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
INED BOARD | INED AC | INED CC | INED NC | |||||||||
Panel A: Firm Fixed Effects (All Observations) | ||||||||||||
IO TOTAL | 0.001 ** | 0.001 *** | 0.001 *** | 0 | ||||||||
−0.036 | −0.003 | −0.002 | −0.632 | |||||||||
IO FOR | 0 | 0.001 ** | 0.001 *** | 0 | ||||||||
−0.104 | −0.027 | −0.009 | −0.666 | |||||||||
IO DOM | 0.001 | 0.001 * | 0.001 | 0 | ||||||||
−0.319 | −0.082 | −0.278 | −0.796 | |||||||||
N | 2028 | 2028 | 2028 | 2028 | 2028 | 2028 | 2028 | 2028 | 2028 | 2028 | 2028 | 2028 |
R-Squared | 0.077 | 0.076 | 0.075 | 0.054 | 0.051 | 0.049 | 0.039 | 0.038 | 0.034 | 0.046 | 0.046 | 0.046 |
Panel B: Firm Fixed Effects (Pre−Crisis Observations) | ||||||||||||
IO TOTAL | 0.001 | 0 | 0 | 0 | ||||||||
−0.121 | −0.715 | −0.525 | −0.917 | |||||||||
IO FOR | 0.001 | 0 | 0 | 0 | ||||||||
−0.209 | −0.728 | −0.629 | −0.803 | |||||||||
IO DOM | 0.001 | 0 | 0.001 | 0 | ||||||||
−0.327 | −1 | −0.604 | −0.994 | |||||||||
N | 551 | 551 | 551 | 551 | 551 | 551 | 551 | 551 | 551 | 551 | 551 | 551 |
R-Squared | 0.122 | 0.119 | 0.119 | 0.08 | 0.08 | 0.08 | 0.106 | 0.106 | 0.106 | 0.042 | 0.042 | 0.042 |
Panel C: Firm Fixed Effects (Crisis Observations) | ||||||||||||
IO TOTAL | 0.001 | 0.001 ** | 0 | −0.001 * | ||||||||
−0.3 | −0.02 | −0.871 | −0.068 | |||||||||
IO FOR | 0.001 * | 0.002 ** | 0 | −0.001 | ||||||||
−0.054 | −0.014 | −0.669 | −0.129 | |||||||||
IO DOM | −0.001 | 0 | 0 | −0.001 | ||||||||
−0.205 | −0.785 | −0.721 | −0.464 | |||||||||
N | 1047 | 1047 | 1047 | 1047 | 1047 | 1047 | 1047 | 1047 | 1047 | 1047 | 1047 | 1047 |
R-Squared | 0.073 | 0.08 | 0.072 | 0.071 | 0.075 | 0.06 | 0.035 | 0.036 | 0.035 | 0.067 | 0.066 | 0.062 |
Panel D: Firm Fixed Effects (Post-Crisis Observations) | ||||||||||||
IO TOTAL | 0 | 0.001 | 0.001 | 0.002 | ||||||||
−0.752 | −0.104 | −0.21 | −0.145 | |||||||||
IO FOR | 0 | 0 | 0.001 | 0.001 | ||||||||
−0.98 | −0.776 | −0.392 | −0.41 | |||||||||
IO DOM | 0 | 0.004 ** | 0.002 | 0.003 * | ||||||||
−0.865 | −0.03 | −0.149 | −0.092 | |||||||||
N | 430 | 430 | 430 | 430 | 430 | 430 | 430 | 430 | 430 | 430 | 430 | 430 |
R-Squared | 0.145 | 0.145 | 0.145 | 0.108 | 0.097 | 0.123 | 0.083 | 0.079 | 0.082 | 0.108 | 0.102 | 0.108 |
Panel E: Firm Fixed Effects (Common Law Observations) | ||||||||||||
IO TOTAL | 0 | 0 | 0 | −0.001 | ||||||||
−0.954 | −0.147 | −0.126 | −0.126 | |||||||||
IO FOR | 0 | 0 | 0.001 | −0.001 | ||||||||
−0.56 | −0.127 | −0.177 | −0.231 | |||||||||
IO DOM | 0 | 0 | 0 | 0 | ||||||||
−0.368 | −0.692 | −0.504 | −0.716 | |||||||||
N | 939 | 939 | 939 | 939 | 939 | 939 | 939 | 939 | 939 | 939 | 939 | 939 |
R-Squared | 0.142 | 0.143 | 0.143 | 0.06 | 0.06 | 0.057 | 0.053 | 0.054 | 0.051 | 0.106 | 0.105 | 0.103 |
Panel F: Firm Fixed Effects (Civil Law Observations) | ||||||||||||
IO TOTAL | 0.001 ** | 0.002 ** | 0.002 ** | 0 | ||||||||
−0.02 | −0.016 | −0.016 | −0.882 | |||||||||
IO FOR | 0.001 | 0.001 * | 0.002 ** | 0 | ||||||||
−0.183 | −0.081 | −0.031 | −0.943 | |||||||||
IO DOM | 0.003 * | 0.003 | 0.002 | 0 | ||||||||
−0.088 | −0.184 | −0.393 | −0.976 | |||||||||
N | 1089 | 1089 | 1089 | 1089 | 1089 | 1089 | 1089 | 1089 | 1089 | 1089 | 1089 | 1089 |
R-Squared | 0.101 | 0.095 | 0.106 | 0.089 | 0.085 | 0.087 | 0.062 | 0.06 | 0.056 | 0.052 | 0.052 | 0.052 |
Panel G: Interaction Effects (Firm Fixed Effects) | ||||||||||||
IO TOTAL * FAMILY | 0.001 | 0.002 ** | −0.001 | −0.001 | ||||||||
−0.279 | −0.045 | −0.302 | −0.318 | |||||||||
IO FOR * FAMILY | 0 | 0.001 * | 0 | −0.001 | ||||||||
−0.375 | −0.074 | −0.532 | −0.351 | |||||||||
IO DOM * FAMILY | 0.002 | 0.004 | 0 | 0 | ||||||||
−0.36 | −0.156 | −0.951 | −0.993 | |||||||||
IO TOTAL * Non-FAMILY | 0.000 * | 0.001 ** | 0.001 *** | 0 | ||||||||
−0.072 | −0.01 | 0 | −0.989 | |||||||||
IO FOR * Non-FAMILY | 0 | 0.001 * | 0.002 *** | 0 | ||||||||
−0.213 | −0.078 | −0.003 | −0.975 | |||||||||
IO DOM * Non-FAMILY | 0 | 0.001 | 0.001 | 0 | ||||||||
−0.528 | −0.295 | −0.242 | −0.786 |
(1) | (2) | (3) | (4) | (5) | (6) | |
---|---|---|---|---|---|---|
CEO TENURE | BOARD TENURE | |||||
Panel A: Firm Fixed Effects (All Observations) | ||||||
IO TOTAL | 0.009 | −0.006 | ||||
(0.538) | (0.103) | |||||
IO FOR | 0.011 | −0.003 | ||||
(0.549) | (0.507) | |||||
IO DOM | 0.009 | −0.011 * | ||||
(0.631) | (0.053) | |||||
N | 2028 | 2028 | 2028 | 2028 | 2028 | 2028 |
R-Squared | 0.050 | 0.050 | 0.049 | 0.099 | 0.098 | 0.100 |
Panel B: Firm Fixed Effects (Pre-Crisis Observations) | ||||||
IO TOTAL | 0.063 * | −0.005 | ||||
(0.082) | (0.478) | |||||
IO FOR | 0.027 | −0.003 | ||||
(0.262) | (0.661) | |||||
IO DOM | 0.172 * | −0.018 | ||||
(0.069) | (0.325) | |||||
N | 551 | 551 | 551 | 551 | 551 | 551 |
R-Squared | 0.125 | 0.091 | 0.148 | 0.059 | 0.057 | 0.062 |
Panel C: Firm Fixed Effects (Crisis Observations) | ||||||
IO TOTAL | −0.010 | 0.003 | ||||
(0.668) | (0.565) | |||||
IO FOR | −0.016 | 0.002 | ||||
(0.588) | (0.791) | |||||
IO DOM | 0.011 | 0.003 | ||||
(0.723) | (0.743) | |||||
N | 1047 | 1047 | 1047 | 1047 | 1047 | 1047 |
R-Squared | 0.055 | 0.056 | 0.054 | 0.068 | 0.068 | 0.068 |
Panel D: Firm Fixed Effects (Post-Crisis Observations) | ||||||
IO Total | 0.022 | 0.008 | ||||
(0.567) | (0.437) | |||||
IO FOR | 0.070 | 0.015 | ||||
(0.232) | (0.230) | |||||
IO DOM | −0.000 | −0.013 | ||||
(0.865) | (0.438) | |||||
N | 430 | 430 | 430 | 430 | 430 | 430 |
R-Squared | 0.053 | 0.065 | 0.145 | 0.101 | 0.105 | 0.101 |
Panel E: Firm Fixed Effects (Common Law Observations) | ||||||
IO TOTAL | 0.018 | −0.004 | ||||
(0.529) | (0.424) | |||||
IO FOR | 0.010 | 0.000 | ||||
(0.787) | (0.979) | |||||
IO DOM | 0.026 | −0.009 | ||||
(0.206) | (0.193) | |||||
N | 939 | 939 | 939 | 939 | 939 | 939 |
R-Squared | 0.062 | 0.060 | 0.063 | 0.117 | 0.116 | 0.119 |
Panel F: Firm Fixed Effects (Civil Law Observations) | ||||||
IO TOTAL | 0.001 | −0.007 | ||||
(0.939) | (0.158) | |||||
IO FOR | 0.015 | −0.003 | ||||
(0.238) | (0.612) | |||||
IO DOM | −0.053 | −0.026 ** | ||||
(0.210) | (0.016) | |||||
N | 1089 | 1089 | 1089 | 1089 | 1089 | 1089 |
R-Squared | 0.084 | 0.087 | 0.091 | 0.128 | 0.126 | 0.133 |
Panel G: Interaction Effects (Firm Fixed Effects) | ||||||
IO TOTAL * FAMILY | 0.015 | −0.003 | ||||
(0.126) | (0.481) | |||||
IO FOR * FAMILY | 0.011 | −0.004 | ||||
(0.319) | (0.473) | |||||
IO DOM * FAMILY | 0.041 | −0.004 | ||||
(0.160) | (0.818) | |||||
IO TOTAL * Non-FAMILY | 0.006 | −0.006 | ||||
(0.736) | (0.178) | |||||
IO FOR * Non-FAMILY | 0.010 | −0.002 | ||||
(0.674) | (0.674) | |||||
IO DOM * Non-FAMILY | 0.003 | −0.010 * | ||||
(0.859) | (0.090) |
(1) | (2) | (3) | (4) | (5) | (6) | |
---|---|---|---|---|---|---|
BUSY BOARD | BUSY BOARD % | |||||
Panel A: Firm Fixed Effects (All Observations) | ||||||
IO TOTAL | 0.000 | 0.000 | ||||
(0.931) | (0.812) | |||||
IO FOR | −0.001 | −0.000 | ||||
(0.776) | (0.544) | |||||
IO_DOM | 0.002 | 0.001 | ||||
(0.400) | (0.117) | |||||
N | 2028 | 2028 | 2028 | 2028 | 2028 | 2028 |
R-Squared | 0.041 | 0.041 | 0.042 | 0.036 | 0.037 | 0.039 |
Panel B: Firm Fixed Effects (Pre-Crisis Observations) | ||||||
IO TOTAL | −0.001 | −0.000 | ||||
(0.592) | (0.786) | |||||
IO_FOR | −0.001 | −0.000 | ||||
(0.621) | (0.872) | |||||
IO DOM | 0.002 | −0.000 | ||||
(0.768) | (0.898) | |||||
N | 551 | 551 | 551 | 551 | 551 | 551 |
R-Squared | 0.094 | 0.094 | 0.093 | 0.058 | 0.058 | 0.058 |
Panel C: Firm Fixed Effects (Crisis Observations) | ||||||
IO TOTAL | 0.004 ** | 0.001 * | ||||
(0.039) | (0.061) | |||||
IO_FOR | 0.003 | 0.001 | ||||
(0.167) | (0.190) | |||||
IO_DOM | 0.004 | 0.001 | ||||
(0.163) | (0.203) | |||||
N | 1047 | 1047 | 1047 | 1047 | 1047 | 1047 |
R-Squared | 0.077 | 0.073 | 0.073 | 0.060 | 0.057 | 0.057 |
Panel D: Firm Fixed Effects (Post-Crisis Observations) | ||||||
IO TOTAL | −0.005 | −0.001 | ||||
(0.144) | (0.520) | |||||
IO FOR | −0.003 | 0.000 | ||||
(0.484) | (0.867) | |||||
IO DOM | −0.009 | −0.003 | ||||
(0.100) | (0.203) | |||||
N | 430 | 430 | 430 | 430 | 430 | 430 |
R-Squared | 0.119 | 0.115 | 0.121 | 0.065 | 0.064 | 0.071 |
Panel E: Firm Fixed Effects (Common Law Observations) | ||||||
IO TOTAL | −0.002 * | −0.000 | ||||
(0.081) | (0.757) | |||||
IO FOR | −0.002 | −0.001 | ||||
(0.251) | (0.320) | |||||
IO DOM | −0.001 | 0.000 | ||||
(0.423) | (0.555) | |||||
N | 939 | 939 | 939 | 939 | 939 | 939 |
R-Squared | 0.099 | 0.097 | 0.095 | 0.067 | 0.068 | 0.067 |
Panel F: Firm Fixed Effects (Civil Law Observations) | ||||||
IO TOTAL | 0.003 | 0.000 | ||||
(0.314) | (0.575) | |||||
IO FOR | 0.002 | 0.000 | ||||
(0.623) | (0.854) | |||||
IO DOM | 0.012 | 0.002 | ||||
(0.150) | (0.230) | |||||
N | 1089 | 1089 | 1089 | 1089 | 1089 | 1089 |
R-Squared | 0.055 | 0.053 | 0.059 | 0.047 | 0.046 | 0.050 |
Panel G: Interaction Effects (Firm Fixed Effects) | ||||||
IO TOTAL * FAMILY | 0.007 * | 0.001 | ||||
(0.094) | (0.190) | |||||
IO FOR * FAMILY | 0.006 | 0.002 | ||||
(0.140) | (0.149) | |||||
IO DOM* FAMILY | 0.012 | 0.001 | ||||
(0.146) | (0.538) | |||||
IO TOTAL * Non-FAMILY | −0.002 | −0.000 | ||||
(0.202) | (0.566) | |||||
IO FOR * Non-FAMILY | −0.003 * | −0.001 * | ||||
(0.064) | (0.057) | |||||
IO DOM* Non-FAMILY | 0.001 | 0.001 | ||||
(0.796) | (0.152) |
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Alshabibi, B. The Role of Institutional Investors in Improving Board of Director Attributes around the World. J. Risk Financial Manag. 2021, 14, 166. https://doi.org/10.3390/jrfm14040166
Alshabibi B. The Role of Institutional Investors in Improving Board of Director Attributes around the World. Journal of Risk and Financial Management. 2021; 14(4):166. https://doi.org/10.3390/jrfm14040166
Chicago/Turabian StyleAlshabibi, Badar. 2021. "The Role of Institutional Investors in Improving Board of Director Attributes around the World" Journal of Risk and Financial Management 14, no. 4: 166. https://doi.org/10.3390/jrfm14040166
APA StyleAlshabibi, B. (2021). The Role of Institutional Investors in Improving Board of Director Attributes around the World. Journal of Risk and Financial Management, 14(4), 166. https://doi.org/10.3390/jrfm14040166