How Does Market Competition Affect Shareholder Voting? Evidence from Branching Deregulation in the U.S. Banking Market
Abstract
:1. Introduction
2. Related Literature and Hypothesis Development
2.1. Efficacy of Shareholder Voting
2.2. Determinants of Shareholder Voting Outcomes
2.3. The Governance Role of External Market Competition
2.4. Hypotheses Development
3. Sample and Methodology
3.1. Sample Selection
3.2. Model Specifications
4. Empirical Results
4.1. Descriptive Statistics
4.2. Primary Results
4.3. Additional Tests
4.4. Robustness Tests
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
State | Effective Date | Restriction (1) | Restriction (2) | Restriction (3) | Restriction (4) |
---|---|---|---|---|---|
Alabama | 31 May 1997 | 5 years | No | No | 30% |
Alaska | 1 January 1994 | 3 years | No | Yes | 50% |
Arizona | 31 August 2001 | 5 years | No | Yes | 30% |
Arizona | 1 September 1996 | 5 years | No | No | 30% |
Arkansas | 1 June 1997 | 5 years | No | No | 25% |
California | 28 September 1995 | 5 years | No | No | 30% |
Colorado | 1 June 1997 | 5 years | No | No | 25% |
Connecticut | 27 June 1995 | 5 years | Yes | Yes | 30% |
Delaware | 29 September 1995 | 5 years | No | No | 30% |
DC | 13 June 1996 | No | Yes | Yes | 30% |
Florida | 1 June 1997 | 3 years | No | No | 30% |
Georgia | 10 May 2002 | 3 years | No | No | 30% |
Georgia | 1 June 1997 | 5 years | No | No | 30% |
Hawaii | 1 January 2001 | No | Yes | Yes | 30% |
Hawaii | 1 June 1997 | 5 years | No | No | 30% |
Idaho | 29 September 1995 | 5 years | No | No | None |
Illinois | 20 August 2004 | No | Yes | Yes | 30% |
Illinois | 1 June 1997 | 5 years | No | No | 30% |
Indiana | 1 July 1998 | 5 years | Yes | Yes | 30% |
Indiana | 1 June 1997 | No | Yes | Yes | 30% |
Iowa | 4 April 1996 | 5 years | No | No | 15% |
Kansas | 29 September 1995 | 5 years | No | No | 15% |
Kentucky | 22 March 2004 | No | No | No | 15% |
Kentucky | 17 March 2000 | No | No | No | 15% |
Kentucky | 1 June 1997 | 5 years | No | No | 15% |
Louisiana | 1 June 1997 | 5 years | No | No | 30% |
Maine | 1 January 1997 | No | Yes | Yes | 30% |
Maryland | 29 September 1995 | No | Yes | Yes | 30% |
Massachusetts | 20 August 1996 | 3 years | Yes | Yes | 30% |
Michigan | 29 November 1995 | No | Yes | Yes | None |
Minnesota | 1 June 1997 | 5 years | No | No | 30% |
Mississippi | 1 June 1997 | 5 years | No | No | 25% |
Missouri | 29 September 1995 | 5 years | No | No | 13% |
Montana | 1 October 2001 | 5 years | No | No | 22% |
Montana | 29 September 1995 | N/A | N/A | N/A | 18%–22% * |
Nebraska | 31 May 1997 | 5 years | No | No | 14% |
Nevada | 29 September 1995 | 5 years | Limited | Limited | 30% |
New Hampshire | 1 January 2002 | No | Yes | Yes | 30% |
New Hampshire | 1 August 2000 | 5 years | Yes | Yes | 30% |
New Hampshire | 1 June 1997 | 5 years | No | No | 20% |
New Jersey | 17 April 1996 | No | No | Yes | 30% |
New Mexico | 1 June 1996 | 5 years | No | No | 40% |
New York | 1 June 1997 | 5 years | No | Yes | 30% |
North Carolina | 1 July 1995 | No | Yes | Yes | 30% |
North Dakota | 1 August 2003 | No | Yes | Yes | 25% |
North Dakota | 31 May 1997 | No | No | No | 25% |
Ohio | 21 May 1997 | No | Yes | Yes | 30% |
Oklahoma | 17 May 2000 | No | Yes | Yes | 20% |
Oklahoma | 31 May 1997 | 5 years | No | No | 15% |
Oregon | 1 July 1997 | 3 years | No | No | 30% |
Pennsylvania | 6 July 1995 | No | Yes | Yes | 30% |
Rhode Island | 20 June 1995 | No | Yes | Yes | 30% |
South Carolina | 1 July 1996 | 5 years | No | No | 30% |
South Dakota | 9 March 1996 | 5 years | No | No | 30% |
Tennessee | 17 March 2003 | 3 years | Yes | Yes | 30% |
Tennessee | 1 July 2001 | 5 years | Yes | Yes | 30% |
Tennessee | 1 May 1998 | 5 years | No | Yes | 30% |
Tennessee | 1 June 1997 | 5 years | No | No | 30% |
Texas | 1 September 1999 | No | Yes | Yes | 20% |
Texas | 28 August 1995 | N/A | N/A | N/A | 20% |
Utah | 30 April 2001 | 5 years | Yes | Yes | 30% |
Utah | 1 June 1995 | 5 years | No | Yes | 30% |
Vermont | 1 January 2001 | No | Yes | Yes | 30% |
Vermont | 30 May 1996 | 5 years | No | Yes | 30% |
Virginia | 29 September 1995 | No | Yes | Yes | 30% |
Washington | 9 May 2005 | 5 years | Yes | Yes | 30% |
Washington | 5 June 1996 | 5 years | No | No | 30% |
West Virginia | 31 May 1997 | No | Yes | Yes | 25% |
Wisconsin | 1 May 1996 | 5 years | No | No | 30% |
Wyoming | 31 May 1997 | 3 years | No | No | 30% |
Appendix B
Variables | Definition |
---|---|
Dependent variable | |
Vote_Against | One minus the figure given by a proposal’s “for” votes divided by the sum of “for”, “against”, “abstain”, and “withhold” votes. |
Independent variables | |
Post | A dummy variable that takes the value of 1 when a proposal was voted on after the deregulation effective date for the state where the bank is located, and 0 otherwise. |
LowRestrict | A dummy variable indicating low entrance restrictions after the deregulation, which equals 1 if a state declined to implement any of the permitted branching restrictions (the minimum age of the target institution, de novo interstate branching, the acquisition of individual branches, and a statewide deposit cap) after the deregulation, and 0 otherwise. |
HighHHI | A dummy variable indicating low banking competition before the deregulation, which takes the value of 1 when the HHI value of a state is above the median HHI value in the year prior to the deregulation year, and 0 otherwise. |
Control variables | |
Size | The logarithm of the bank’s total assets. |
Capratio | Combined risk-adjusted capital ratio, defined as total capital (Tier1 + Tier 2) divided by risk-weighted assets. |
Leverage | Total liabilities divided by total assets. |
ROA | Net income divided by total assets. |
IO | The percentage of shares held by institutions. |
Cash | Cash holdings, defined as total cash held and cash due from banks divided by total assets. |
Loss | An indicator variable that equals 1 when the net income is negative, and 0 otherwise. |
HHI | The deposit-weighted average of the HHI indexes at the state-year level. |
Proposal type dummies | |
ElectDirectors | An indicator variable that takes the value of 1 when a proposal is about electing directors, and 0 otherwise. |
RatifyAuditors | An indicator variable that takes the value of 1 when a proposal is about ratifying an auditor, and 0 otherwise. |
CompensationPlans | An indicator variable that takes the value of 1 when a proposal is about approving or amending compensation plans (e.g., salary plans, stock option plans, incentive plans, etc.), and 0 otherwise. |
IncreaseShares | An indicator variable that takes the value of 1 when a proposal is about increasing shares (e.g., authorized common stock, preferred stock, etc.), and 0 otherwise. |
AmendCharters | An indicator variable that takes the value of 1 when a proposal is about amending corporate articles, bylaws, charters, or regulations, and 0 otherwise. |
1 | For example, there is little direct evidence on whether and how shareholders react to changes in a competitive landscape. Existing studies mainly analyze investors’ reactions to competition indirectly, by analyzing managerial incentives, managerial compensation contracts, or the effect of product-market competition on managerial incentives (e.g., Cuñat and Guadalupe 2009; Cuñat et al. 2016). |
2 | As shareholders’ voice is likely to be endogenous with different firm and market characteristics, a statistically significant correlation between market competition and shareholder voice may be spurious and reveal little about the causal effect of competition on shareholder reaction. Exploiting changes in interstate banking deregulation as exogenous shocks to competition in the U.S. banking industry alleviates these endogeneity concerns. |
3 | We limit our sample to management proposals because shareholder proposals are extremely sparse during our sample period, especially during the pre-deregulation period. |
4 | In contrast to a bank that has been acquired or merged from an existing institution, a ‘de novo’ bank entry is chartering a subsidiary in a desired state. |
5 | In addition, we delete banks that experienced the branching deregulation before 1995, because our sample period begins in 1994, and we need at least one previous year data to implement the DID regression. |
6 | The coefficients on the remaining control variables are mostly insignificant and different from Iliev and Lowry (2015), who document that firm size and profitability are negatively associated with Vote_Against. This difference is possibly due to our model including bank fixed effects. |
7 | The three-year window refers to [year − 1, year + 1], where −1 refers to one year before the deregulation and +1 to one year after the deregulation. |
8 | The non-significant coefficients on Pre2 and Pre1, together with the statistically significant coefficient on Post0, can be viewed as an indication that the parallel trend assumption in the pre-period before deregulation is not violated. |
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Variable | Mean | Median | Standard Deviation | Minimum | Maximum |
---|---|---|---|---|---|
Vote_Against | 0.0287 | 0.0072 | 0.0561 | 0.0000 | 0.3474 |
Post | 0.6668 | 1.0000 | 0.4714 | 0.0000 | 1.0000 |
LowRestrict | 0.2359 | 0.0000 | 0.4246 | 0.0000 | 1.0000 |
HighHHI | 0.3916 | 0.0000 | 0.4881 | 0.0000 | 1.0000 |
Size | 7.8597 | 7.5443 | 1.8505 | 4.9804 | 13.263 |
Capratio | 0.1371 | 0.1297 | 0.0316 | 0.0929 | 0.2640 |
Leverage | 0.9123 | 0.9151 | 0.0203 | 0.8306 | 0.9489 |
ROA | 0.0107 | 0.0110 | 0.0043 | −0.0069 | 0.0214 |
IO | 0.1489 | 0.0551 | 0.1936 | 0.0000 | 0.7204 |
Cash | 0.0493 | 0.0414 | 0.0313 | 0.0102 | 0.2028 |
Loss | 0.0187 | 0.0000 | 0.1356 | 0.0000 | 1.0000 |
HHI | 0.3148 | 0.2522 | 0.1972 | 0.0656 | 0.8744 |
ElectDirectors | 0.8161 | 1.0000 | 0.3874 | 0.0000 | 1.0000 |
RatifyAuditors | 0.0691 | 0.0000 | 0.2536 | 0.0000 | 1.0000 |
CompensationPlans | 0.0407 | 0.0000 | 0.1975 | 0.0000 | 1.0000 |
IncreaseShares | 0.0206 | 0.0000 | 0.1420 | 0.0000 | 1.0000 |
AmendCharters | 0.0164 | 0.0000 | 0.1271 | 0.0000 | 1.0000 |
Variables | Vote_Against | Vote_Against |
---|---|---|
(1) | (2) | |
Post | 0.003 *** | 0.003 *** |
(2.96) | (2.85) | |
Size | 0.000 | |
(0.04) | ||
Capratio | 0.138 | |
(1.52) | ||
Leverage | 0.111 | |
(0.90) | ||
ROA | 0.064 | |
(0.22) | ||
IO | 0.019 | |
(1.58) | ||
Cash | −0.167 * | |
(−1.86) | ||
Loss | 0.002 | |
(0.32) | ||
HHI | 0.004 | |
(0.37) | ||
Constant | −0.021 | |
(0.44) | ||
Proposal type | Yes | Yes |
Year FE | Yes | Yes |
Bank FE | Yes | Yes |
Clustered by State | Yes | Yes |
Observations | 17,783 | 17,783 |
Adjusted R2 | 0.445 | 0.447 |
Variables | Vote_Against | Vote_Against |
---|---|---|
(1) | (2) | |
Post | 0.001 | −0.001 |
(0.81) | (−0.23) | |
LowRestrict | −0.011 ** | |
(−2.47) | ||
LowRestrict*Post | 0.016 ** | |
(2.65) | ||
HighHHI | −0.003 | |
(−1.21) | ||
HighHHI*Post | 0.007 ** | |
(2.13) | ||
Constant | 0.001 | −0.016 |
(0.01) | (−0.11) | |
Proposal type | Yes | Yes |
Year FE | Yes | Yes |
Bank FE | Yes | Yes |
Clustered by State | Yes | Yes |
Observations | 17,783 | 17,783 |
Adjusted R2 | 0.449 | 0.448 |
Variables | Vote_Against | Vote_Against |
---|---|---|
(1) | (2) | |
Post | −0.001 | −0.001 |
(−0.26) | (−0.22) | |
Risk_High | −0.002 | −0.002 |
(−0.62) | (−0.74) | |
Risk_High*Post | 0.012 * | 0.012 ** |
(1.76) | (2.04) | |
Constant | 0.429 | 0.415 |
(1.14) | (1.12) | |
Controls | Yes | Yes |
Proposal type | Yes | Yes |
Year FE | Yes | Yes |
Bank FE | Yes | Yes |
Clustered by State | Yes | Yes |
Observations | 4945 | 4945 |
Adjusted R2 | 0.302 | 0.302 |
Variables | Total_Proposal | Total_Proposal | Total_Proposal |
---|---|---|---|
(1) Baseline Regression | (2) Deregulation Intensity | (3) Pre-Deregulation Competition | |
Post | 0.048 ** | 0.037 * | 0.044 |
(2.50) | (1.89) | (1.08) | |
LowRestrict | −0.122 *** | ||
(−3.09) | |||
LowRestrict*Post | 0.140 *** | ||
(3.02) | |||
HighHHI | 0.024 | ||
(0.62) | |||
HighHHI*Post | 0.008 | ||
(0.16) | |||
Constant | 1.973 | 2.069 | 1.953 |
(1.11) | (1.17) | (1.09) | |
Controls | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes |
Bank FE | Yes | Yes | Yes |
Clustered by state | Yes | Yes | Yes |
Observations | 2465 | 2465 | 2465 |
Adjusted R2 | 0.649 | 0.649 | 0.648 |
Variables | Vote_Against | Vote_Against | Vote_Against |
---|---|---|---|
(1) Baseline Regression | (2) Deregulation Intensity | (3) Pre-Deregulation Competition | |
Post | 0.003 * | −0.000 | −0.001 |
(1.75) | (−0.17) | (−0.39) | |
LowRestrict | −0.014 *** | ||
(−2.79) | |||
LowRestrict*Post | 0.022 *** | ||
(2.98) | |||
HighHHI | −0.006 | ||
(−1.43) | |||
HighHHI*Post | 0.008 | ||
(1.42) | |||
Constant | 0.171 | 0.197 | 0.173 |
(0.67) | (0.77) | (0.67) | |
Controls | Yes | Yes | Yes |
Proposal type | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes |
Bank FE | Yes | Yes | Yes |
Clustered by state | Yes | Yes | Yes |
Observations | 18,479 | 18,479 | 18,479 |
Adjusted R2 | 0.478 | 0.480 | 0.478 |
Variables | Vote_Against | Vote_Against | Vote_Against |
---|---|---|---|
(1) | (2) | (3) | |
Post | 0.003 ** | 0.002 | −0.001 |
(2.28) | (1.28) | (−0.54) | |
LowRestrict*Post | 0.008 ** | ||
(2.30) | |||
HighHHI*Post | 0.008 *** | ||
(3.54) | |||
LowRestrict | −0.004 * | ||
(−1.82) | |||
HighHHI | −0.002 | ||
(−0.67) | |||
Constant | −0.022 | −0.010 | −0.025 |
(−0.15) | (−0.06) | (−0.17) | |
Controls | Yes | Yes | Yes |
Proposal type | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes |
Bank FE | Yes | Yes | Yes |
Cluster by State | Yes | Yes | Yes |
Adjusted R2 | 0.515 | 0.515 | 0.516 |
Observations | 11,771 | 11,771 | 11,771 |
Variables | Vote_Against | Vote_Against | Vote_Against |
---|---|---|---|
(1) | (2) | (3) | |
Pre2 | −0.005 | −0.005 | −0.005 |
(−1.31) | (−1.33) | (−1.33) | |
Pre1 | 0.001 | 0.001 | 0.001 |
(0.25) | (0.30) | (0.30) | |
Post0 | 0.005 ** | 0.004 ** | 0.004 ** |
(2.02) | (2.03) | (2.03) | |
Post1 | −0.000 | −0.000 | −0.000 |
(−0.11) | (−0.02) | (−0.03) | |
Post2 | −0.002 | −0.002 | |
(−0.84) | (−0.84) | ||
Post3 | 0.002 | ||
(0.72) | |||
Post2+ | 0.000 | ||
(0.94) | |||
Post3+ | 0.003 | ||
(0.98) | |||
Post4 | 0.003 | ||
(1.22) | |||
Constant | −0.011 | −0.008 | −0.007 |
(−0.07) | (−0.05) | (−0.05) | |
Controls | Yes | Yes | Yes |
Proposal type | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes |
Bank FE | Yes | Yes | Yes |
Cluster by State | Yes | Yes | Yes |
Observations | 17,783 | 17,783 | 17,783 |
Adjusted R2 | 0.448 | 0.448 | 0.448 |
Variables | Vote_Against | Vote_Against | Vote_Against |
---|---|---|---|
(1) | (2) | (3) | |
Post | 0.004 * | −0.002 | 0.000 |
(1.91) | (−0.97) | (0.01) | |
LowRestrict*Post | 0.017 ** | ||
(2.65) | |||
HighHHI*Post | 0.011 ** | ||
(2.11) | |||
LowRestrict | −0.010 | ||
(−0.44) | |||
HighHHI | 0.060 ** | ||
(2.53) | |||
Constant | −0.151 | −0.124 | −0.143 |
(−0.88) | (−0.71) | (−0.81) | |
Controls | Yes | Yes | Yes |
Proposal type | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes |
Bank FE | Yes | Yes | Yes |
Cluster by State | Yes | Yes | Yes |
Adjusted R2 | 0.457 | 0.459 | 0.458 |
Observations | 12,689 | 12,689 | 12,689 |
Variables | Vote_Against | ||||
---|---|---|---|---|---|
(1) Elect Directors | (2) Compensation Plans | (3) Ratify Auditors | (4) Amend Charters | (5) Increase Shares | |
Post | 0.004 *** | −0.008 | 0.005 * | −0.005 | 0.008 |
(2.77) | (−0.76) | (1.85) | (−0.77) | (0.79) | |
Constant | −0.056 | 0.026 | −0.229 | –3.856 | −0.369 |
(−0.36) | (0.03) | (−1.07) | (−1.50) | (−0.22) | |
Controls | Yes | Yes | Yes | Yes | Yes |
Proposal type | Yes | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes | Yes |
Bank FE | Yes | Yes | Yes | Yes | Yes |
Cluster by State | Yes | Yes | Yes | Yes | Yes |
Adjusted R2 | 0.425 | 0.468 | 0.505 | 0.609 | 0.503 |
Observations | 14,513 | 723 | 1228 | 292 | 366 |
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Hrazdil, K.; Kim, J.-B.; Tong, L.; Zhang, M. How Does Market Competition Affect Shareholder Voting? Evidence from Branching Deregulation in the U.S. Banking Market. J. Risk Financial Manag. 2022, 15, 387. https://doi.org/10.3390/jrfm15090387
Hrazdil K, Kim J-B, Tong L, Zhang M. How Does Market Competition Affect Shareholder Voting? Evidence from Branching Deregulation in the U.S. Banking Market. Journal of Risk and Financial Management. 2022; 15(9):387. https://doi.org/10.3390/jrfm15090387
Chicago/Turabian StyleHrazdil, Karel, Jeong-Bon Kim, Lijing Tong, and Min Zhang. 2022. "How Does Market Competition Affect Shareholder Voting? Evidence from Branching Deregulation in the U.S. Banking Market" Journal of Risk and Financial Management 15, no. 9: 387. https://doi.org/10.3390/jrfm15090387
APA StyleHrazdil, K., Kim, J. -B., Tong, L., & Zhang, M. (2022). How Does Market Competition Affect Shareholder Voting? Evidence from Branching Deregulation in the U.S. Banking Market. Journal of Risk and Financial Management, 15(9), 387. https://doi.org/10.3390/jrfm15090387