Table 5 Results of the analysis of the... | Emerald Publishing

Table 5

Results of the analysis of the multiple linear regression model

	Regression model 4			Regression model 5			Regression model 6
	Market share			Differentiation			Cost reduction
	B	Sig	VIF	B	Sig	VIF	B	Sig	VIF
$B_{0}$	1.776	**0.015		1.645	**0.000		1.363	0.087
TC	0.096	0.127	1.18	0.092	0.068	1.18	0.049	0.595	1.18
CI	0.241	**0.022	1.25	0.002	0.978	1.25	0.086	0.376	1.25
Size	0.002	0.101	1.33	0.006	0.002**	1.33	0.000	0.945	1.33
Age	−0.001	0.886	1.27	−0.001	0.728	1.27	−0.004	0.386	1.27
SE1	0.041	0.707	1.53	0.166	0.100	1.53	−0.125	0.236	1.53
SE2	0.181	0.198	1.46	0.110	0.561	1.46	−0.037	0.825	1.46
SE3	−0.057	0.726	1.14	0.040	0.754	1.14	−0.019	0.554	1.14
SE4	0.207	0.238	1.3	0.195	0.122	1.3	0.032	0.740	1.3
SE5	0.094	0.438		0.053	0.645	1.38	−0.098	0.281	1.38

	Regression model 4			Regression model 5			Regression model 6
	Market share			Differentiation			Cost reduction
	B	Sig	VIF	B	Sig	VIF	B	Sig	VIF
$B_{0}$	1.776	**0.015		1.645	**0.000		1.363	0.087
TC	0.096	0.127	1.18	0.092	0.068	1.18	0.049	0.595	1.18
CI	0.241	**0.022	1.25	0.002	0.978	1.25	0.086	0.376	1.25
Size	0.002	0.101	1.33	0.006	0.002**	1.33	0.000	0.945	1.33
Age	−0.001	0.886	1.27	−0.001	0.728	1.27	−0.004	0.386	1.27
SE1	0.041	0.707	1.53	0.166	0.100	1.53	−0.125	0.236	1.53
SE2	0.181	0.198	1.46	0.110	0.561	1.46	−0.037	0.825	1.46
SE3	−0.057	0.726	1.14	0.040	0.754	1.14	−0.019	0.554	1.14
SE4	0.207	0.238	1.3	0.195	0.122	1.3	0.032	0.740	1.3
SE5	0.094	0.438		0.053	0.645	1.38	−0.098	0.281	1.38

Model test
F(12,130)	2.34	11.09	4.57
Sig	0.010	0.000	0.000
$R^{2}$	0.2016	0.2368	0.1422
Lagrange multiplier (LM)	$χ^{2}$ (1) = 10.04, Sig. = 0.002**	$χ^{2} (1) = 40.34, S i g . = 0.0000 * *$	$χ^{2} (1) = 25.05, S i g . = 0.0000 * *$
Durbin Watson	1.90	2.153	1.973
Kolmogorov–Smirnov test (KS)	Test-statistic = 0.83, Sig. = 0.000	Test-statistic = 0.201, Sig. = 0.000	Test-statistic = 0.210, Sig. = 0.000

Note(s): **Statistically significant at 5% significance level, TC: Target cost, CI: Continuous improvement

Source(s): Author’s work based on Rogers (1993)