Research Article

The Effect of Managerial Ability on Earnings Classification Shifting and Agency Cost of Iranian Listed Companies

Table 4

The relation between managerial ability and earnings classification shifting (H1), and future performance and impact interaction its earnings management (H2).

Independent variableUCEIndependent variableROAt+1CFOt+1Independent variableROAt+1CFOt+1
Panel 1Coeff.Panel 2Coeff.Coeff.Panel 3Coeff.Coeff.
t-stat.t-stat.t-stat.t-stat.t-stat.

Constant−0.099Constant0.0390.050Constant0.0350.065
(-8.710)(3.054)(2.933)(2.718)(3.691)
MA0.020MA0.0460.074MA0.0260.044
(2.286)(2.836)(3.374)(2.642)(3.282)
ROA0.192UCE−0.020−0.009REM−0.029−0.072
(8.010)(−3.386)(−1.081)−(1.683)(−3.058)
OPCYLCE−8.204MA × UCE0.0320.055MA × REM0.0410.0531
(−6.276)(−1.541)(-1.951)(1.391)(1.332)
LEV0.059ROA0.3460.186ROA0.3680.174
(3.731)(12.73)(5.057)(13.417)(4.721)
HIGHNOA0.032OPCYLCE1.6771.574OPCYLCE1.3801.388
(6.083)(1.143)(0.793)(0.940)(0.701)
CFO0.330LEV0.0290.091LEV0.0320.093
(2.820)(1.638)(3.808)(1.850)(3.913)
HIGHNOA0.001−0.003HIGHNOA0.003−0.001
(0.218)(−0.472)(0.587)(−0.186)
CFO0.0750.024CFO0.135−0.056
(3.659)(0.874)(4.678)(−1.434)
Year effectYesYear effectYesYesYear effectYesYes
Industry effectYesIndustry effectYesYesIndustry effectYesYes
Adjusted R20.420.510.320.510.32
F-stat.11.45416.287.8416.137.91
Prob. (F-stat.)0.0000.0000.0000.0000.000
D-W stat.1.731.811.861.891.91

Respectively, symbols ,, and denote statistical significance at 0.1, 0.05, and 0.01.