Table 12. Regression model for two...

Table 12.

Regression model for two groups of universities according to budget/teaching staff

R	R²	Adj. R²	F	df		b	SE	β	t	Sig
Group A Model (budget/teaching staff below €106.587,79)
0.390	0.152	0.140	12,110	4	Constant	6.269	3.187		–1.967	0.050
					Rank	1.691	0.277	0.354	6.102	<0.001
					Gender	−2.277	0.792	–0.162	−2.875	0.004
					Area	−0.181	0.803	0.013	−0.225	0.822
					Budget/Teach. Staff	−6.065E-5	0.000	−0.098	−1.664	0.097
Group B Model (budget/Teaching staff above €106.587,79)
0.607	0.369	0.360	41.038	4	Constant	−2.881	3.116		–0.925	0.356
					Rank	2.769	0.287	0.475	9.650	<0.001
					Gender	−1.094	0.712	–0.075	−1.535	0.126
					Area	−4.627	0.836	−0.274	5.535	<0.001
					Budget/Teach. Staff	−2.853E-6	0.000	−0.007	−0.145	0.085

R	R²	Adj. R²	F	df		b	SE	β	t	Sig
Group A Model (budget/teaching staff below €106.587,79)
0.390	0.152	0.140	12,110	4	Constant	6.269	3.187		–1.967	0.050
					Rank	1.691	0.277	0.354	6.102	<0.001
					Gender	−2.277	0.792	–0.162	−2.875	0.004
					Area	−0.181	0.803	0.013	−0.225	0.822
					Budget/Teach. Staff	−6.065E-5	0.000	−0.098	−1.664	0.097
Group B Model (budget/Teaching staff above €106.587,79)
0.607	0.369	0.360	41.038	4	Constant	−2.881	3.116		–0.925	0.356
					Rank	2.769	0.287	0.475	9.650	<0.001
					Gender	−1.094	0.712	–0.075	−1.535	0.126
					Area	−4.627	0.836	−0.274	5.535	<0.001
					Budget/Teach. Staff	−2.853E-6	0.000	−0.007	−0.145	0.085

Note(s): R = Pearson correlation coefficient; R² : Coefficient of determination; Adj R² : Adjusted coefficient of determination; F : F-statistic; df = degrees of freedom; b = regression coefficient; β = standardized regression coefficient; t : t-statistic, Sig = Significance level

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