Table 2

Summary statistics for 2011–2016

VariableAll banksStress testedNon-stress tested
NMeanStd. DevNMeanStd. DevNMeanStd. Dev
Panel A: tax avoidance measures
Cash ETR3810.22290.22141220.19850.20502590.23430.2282
GAAP ETR3810.25450.27211220.24810.24382590.25750.2849
Net Charge-Offs248−0.00260.003365−0.00290.0027183−0.00260.003
3-year Cash ETR3810.23630.27121220.16630.18052590.26930.2994
3-year GAAP ETR3810.24140.30411220.20330.28332590.25930.3124
Tax aggressiveness index381−0.00220.23311220.03150.2302259−0.01810.2332
3-yr tax aggressiveness index381−0.00110.24351220.08670.1928259−0.04240.2540
Cash tax aggressiveness381−0.00380.16051220.02130.1481259−0.01570.1649
GAAP tax aggressiveness3810.00160.12191220.01010.1454259−0.00240.1092
3-year cash tax aggressiveness381−0.00300.17491220.05290.1289259−0.02940.1873
3-year GAAP tax aggressiveness3810.00200.15211220.03370.1291259−0.01300.1598
Effective tax planning score12420.49360.2586510.51830.28181910.48710.2525
Effective tax planning score22380.50010.2556500.52720.27741880.49290.2498
IRS attention23224.215547.83268349.578367.475214910.087222.0635
Post-DFA intensity in tax avoidance3810.19690.39811220.22950.42232590.18150.3862
Panel B: bank characteristics
Return on assets2990.02780.03571000.02810.01901990.02770.0417
Total equity/assets2990.12090.06181000.11010.01881990.12630.0740
Total deposits/assets2990.65420.20121000.51020.23491990.72650.1326
Cost to income ratio2990.70520.12671000.72100.14521990.69750.1162
Available loan loss reserves/total loans2990.01410.00731000.01460.00851990.01390.0066
Problem loans %2990.01340.01551000.01790.01701990.01120.0141
CRE loans/loans2990.17890.13981000.06650.07121990.23540.1315
RRE loans/loans2990.14430.09521000.11140.08381990.16090.0965
Consolidated agricultural loans/loans2990.00200.00661000.00100.00171990.00240.0080
C&I loans/loans2990.13400.08791000.11590.09061990.14300.0853
Consumer loans/loans2990.06670.12091000.12770.17131990.03610.0671
Consolidated loans to foreign governments/total loans2990.00010.00061000.00030.00081990.00010.0003
Risk density2990.74950.17561000.72170.21641990.76350.1496
Capital ratio29915.84165.474910015.57272.351919915.97686.5033
Tier 1 ratio29913.94385.544010013.12512.222519914.35516.5789
Leverage ratio2999.50641.62311009.14931.39661999.63321.6815
Loans/assets2990.51890.19591000.42250.22991990.56730.1557
Off balance sheet assets/assets2990.15630.14251000.26210.17941990.10310.0772
Loans HFS/assets2990.00810.02101000.00680.01121990.00870.0245
AFS securities/assets2990.14100.09931000.10510.05711990.15900.1106
HTM securities/assets2990.04130.07541000.02220.02591990.05080.0891
Cash and deposits due/assets2990.05550.04691000.07690.05301990.04470.0396
Federal funds/assets2990.01470.05211000.03790.08461990.00310.0101
Other assets/assets2990.06140.04351000.06220.04171990.06110.0445
Return on equity2990.21790.11331000.25030.14271990.20170.0914
Net interest margin2990.06820.02831000.06250.03981990.07100.0196
Net non-interest margin299−0.02250.0557100−0.01440.0294199−0.02650.0647
Net income2995.4e+061.2e+071001.5e+071.7e+071996.3e+057.7e+05
Dividend payout ratio2990.54373.78321000.94386.53231990.34260.2908
Panel C: uncertainty and political risk sentiment
Regulatory uncertainty299−0.01630.771865−0.01310.6018234−0.01710.8139
Regulatory uncertainty sentiment2990.29500.7481650.26900.55422340.30220.7945
Tax-related regulatory uncertainty299−0.01730.730165−0.07850.3518234−0.00030.8040
Portfolio uncertainty299−0.10190.557465−0.06600.5882234−0.11180.5494
Volatility of diluted earnings per share2995.607548.36046514.898480.88112340.54470.9820
Volatility of basic earnings per share2995.615548.35986514.911680.87912340.55000.9843
Volatility of cash flow by assets29918.0201149.20246547.36125249.20262342.03188.1260
Volatility of cash flow by shares2990.00940.0354650.00760.00632340.01040.0438

Note(s): Summary statistics for 2011–2016. This table reports summary statistics for publicly traded BHCs over the period 2011–2016 for tax planning measures in Panel A, for bank characteristics in Panel B and the uncertainty and political risk sentiment measures in Panel C. Regulatory Uncertainty, Regulatory Uncertainty sentiment and the tax-related Regulatory Uncertainty, which are proxies for the standardized firm-level political risk, political risk sentiment and the political tax risk, are obtained from the dataset provided by Hassan et al. (2019). Portfolio Uncertainty is constructed using the standardized measure of the uncertainty sentiment related to the portfolio risk culture driver, obtained from Owusu and Gupta (2023), it captures the uncertainty as it pertains to the characteristics of the banks’ balance sheet. The sample is restricted to banks that have at least $10B in assets, the Federal Reserve cutoff for community banks. Balance sheet data comes from FR Y-9C reports. Dollar amounts are in 2010 thousands of dollars, and equity price data/forecasts come from CSPS and I/B/E/S databases. Banks are stress-tested if they have at least $100B in assets in years 2011 and 2012, and if they have at least $50B in assets in the following years

Source(s): Authors’ own work

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