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Testing trade-off theory and pecking order theory under managerial overconfidence

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Descriptive statistics of static ratios of capital structure

VariablesFormulaThe sampleSubsample of overconfident managersSubsample of nonoverconfident managersp-value
MeanMedianMeanMedianMeanMedian
Value of total assetsThousands PLN77,1524,702139,4724,89723,0314,3530.238
Value of fixed assetsThousands PLN51,7281,005103,2161,2757,0148600.000***
Value of equityThousands PLN47,4952,11389,0602,08511,3992,2780.064*
Value of total liabilitiesThousands PLN29,6571,92650,4131,93511,6331,9260.014**
Value of long- term liabilitiesThousands PLN14,170928,6230.01,619320.244
Debt ratioTotal liabilities to total assets0.60.50.60.50.50.50.283
Financial leverageTotal liabilities to equity1.30.71.30.71.30.70.537
Equity financingEquity to fixed assets−20.71.6−17.11.3−23.82.10.000***
Long-term financingLong-term liabilities and equity to fixed assets27.01.9−16.71.765.12.40.000***

Basic statistics describing the sample

VariablesThe sampleSubsample of overconfident managersSubsample of nonoverconfident managersp-value
MeanMedianMeanMedianMeanMedian
Employees2252526525192250.187
Company age1816171518170.276
The size of management board1.71.01.71.01.82.00.295
Number of shareholders9.92.09.92.09.92.00.831
Manager’s age54 years55 years55 years56 years55 years55 years0.374
Managerial ownership50%50%49%50%51%50%0.725
Years as a president1211111113110.178

Descriptive statistics for target debt ratio

VariablesFormulaThe sampleSubsample of overconfident managersSubsample of nonoverconfident managersp-value
MeanMedianMeanMedianMeanMedian
Target leverage0.660.650.650.640.690.670.000***
DifferenceDifference between target and actual debt ratio0.120.150.100.140.130.160.000***

Descriptive statistics for proxies for trade-off theory (TOT) variables

VariablesFormulaThe sampleSubsample of overconfident managersSubsample of nonoverconfident managersp-value
MeanMedianMeanMedianMeanMedian
ProfitabilityEBITDA to total assets0.100.090.090.090.110.090.002***
Dividend ratioDividend to net profit0.910.460.810.451.00.460.782
TangibilityFixed assets to total assets0.310.230.340.290.280.200.000***
Depreciation ratioDepreciation to total assets0.030.020.040.020.030.020.179

Results of variables coefficient estimates

VariableEstimatesStandard errorp-valuet statistics
Constant0.599660.034760.000***17.25
Profitability−0.510630.132400.000***−3.86
Dividend0.009010.004580.049**1.97
Tangibility0.384700.057650.000***6.67
Depreciation−0.774350.163170.092*−1.88

Results of regression analysis

VariablesDebtEquityLong-bank term loanShort-bank loans termPayablescapital ShareReserve capital
OC−0.0010.015−0.0020.0010.0000.0020.018
(0.675)(0.012)**(0.377)(0.804)(0.865)(0.091)*(0.002)***
DEF0.044−0.0100.0530.080−0.0900.004−0.008
(0.000)***(0.721)(0.000)***(0.000)***(0.000)***(0.383)(0.775)
R square0.0250.0110.0430.0840.0830.0060.016
F statistics7,3593,25912,61725,65925,3461,6584,738
(p-value)(0.001)(0.039)(0.000)(0.000)(0.000)(0.091)(0.009)

Results for regression analysis

VariablesDebt ratioFinancial leverageEquity financingLong-term financing
Overconfidence−0.015 (0.195)−0.138 (0.179)−2.328 (0.003***)−2.321 (0.003***)
EFL0.520 (0.000***)3.280 (0.000***)8.344 (0.260)8.371 (0.258)
Risk0,006 (0,979)−0,756 (0,647)1.098 (0.501)1.079 (0.508)
tangibility−0.147 (0.009***)−0.827 (0.032**)
Size−1.064 (0.843)−1.064 (0.843)
Dividend ratio−0.006 (0.308)−0.051 (0.174)−0.171 (0.962)−0.198 (0.956)
R-square0.1510.1350.0500.049
F statistics, (p-value)8.550 (0.000***)7.460 (0.000***)2.351 (0.042**)2.338 (0.043**)

Descriptive statistics of factors affecting capital structure

VariablesFormulaThe sampleSubsample of overconfident managersSubsample of nonoverconfident managersp-value
MeanMedianMeanMedianMeanMedian
EFLROE-ROA0.060.040.060.050.060.030.001***
RiskSD of ROA0.070.050.080.050.070.050.620
TangibilityShare of fixed assets in total assets0.310.230.340.290.280.200.000***
Dividend ratioThe relation of dividend paid to net profit0.910.460.810.451.00.460.782

Descriptive statistics of proxies for POT testing

VariablesFormulaThe sampleSubsample of overconfident managersSubsample of nonoverconfident managersp-value
MeanMedianMeanMedianMeanMedian
DeficitThousand PLN62.575.0167.049.765.0187.673.555.0131.00.100*
Deficit ratioDeficit to total assets0.08520.05420.08130.06930.08850.05180.537
InvestmentCapEx to total assets0.0420.0180.0470.0210.0390.0160.007***
DebtIncrease in debt to total assets0.0050.0000.0010.0000.0080.0000.112
EquityIncrease in equity to total assets0.0270.0170.0480.0150.0120.0170.035**
Cash holdingsCash holdings to total assets0.1630.0690.1750.0760.1520.0630.684