Table 4 Results of the proportional-odds... | Emerald Publishing

Table 4

Results of the proportional-odds ordinal logistic regression model

Variable	B	SE	z-ratio	p-value	OR	95% CI for OR	VIF	Decision
OPTI	0.141	0.114	1.228	0.219	1.151	[0.920, 1.440]	1.318	Not supported
SCEP	0.025	0.12	0.205	0.837	1.025	[0.810, 1.297]	1.444	Not supported
INNOV	0.091	0.116	0.783	0.433	1.095	[0.872, 1.375]	1.518	Not supported
INSEC	0.127	0.105	1.202	0.229	1.135	[0.923, 1.396]	1.142	Not supported
ECU	0.489	0.13	3.749	<0.001	1.63	[1.263, 2.105]	1.739	Supported
RISK	−0.206	0.119	−1.725	0.084	0.814	[0.644, 1.028]	1.611	Not supported
KNOW	0.949	0.112	8.457	<0.001	2.584	[2.074, 3.221]	1.157	Supported
NREG	−0.232	0.116	−2.002	0.045	0.793	[0.631, 0.995]	1.595	Supported
SEX	0.172	0.218	0.787	0.431	1.187	[0.774, 1.821]	1.177	Not supported
OLD	−0.428	0.195	−2.201	0.028	0.652	[0.445, 0.954]	1.055	Supported
ACT	0.778	0.265	2.933	0.003	2.177	[1.295, 3.663]	1.304	Supported
ED	0.318	0.264	1.206	0.228	1.374	[0.820, 2.304]	1.333	Not supported

Variable	B	SE	z-ratio	p-value	OR	95% CI for OR	VIF	Decision
OPTI	0.141	0.114	1.228	0.219	1.151	[0.920, 1.440]	1.318	Not supported
SCEP	0.025	0.12	0.205	0.837	1.025	[0.810, 1.297]	1.444	Not supported
INNOV	0.091	0.116	0.783	0.433	1.095	[0.872, 1.375]	1.518	Not supported
INSEC	0.127	0.105	1.202	0.229	1.135	[0.923, 1.396]	1.142	Not supported
ECU	0.489	0.13	3.749	<0.001	1.63	[1.263, 2.105]	1.739	Supported
RISK	−0.206	0.119	−1.725	0.084	0.814	[0.644, 1.028]	1.611	Not supported
KNOW	0.949	0.112	8.457	<0.001	2.584	[2.074, 3.221]	1.157	Supported
NREG	−0.232	0.116	−2.002	0.045	0.793	[0.631, 0.995]	1.595	Supported
SEX	0.172	0.218	0.787	0.431	1.187	[0.774, 1.821]	1.177	Not supported
OLD	−0.428	0.195	−2.201	0.028	0.652	[0.445, 0.954]	1.055	Supported
ACT	0.778	0.265	2.933	0.003	2.177	[1.295, 3.663]	1.304	Supported
ED	0.318	0.264	1.206	0.228	1.374	[0.820, 2.304]	1.333	Not supported

Note(s): B = coefficient, SE = standard error, OR = odds ratio, McFadden's pseudo R² = 0.152; LR statistic = 207.419 (p < 0.001)

Source(s): Author’s own work