Explainable statistical learning in public health for policy development: the case of real-world suicide data

Table 7 Standard multiple regression

Source	Unstan-dardised coefficients		Stan-dardised coefficients	F/t	p	95%-confidence interval for b		Correlations			Collinearity statistics
Source	b	SE	β			Lower limit	Upper limit	r	sr	sr ²	Tolerance	VIF
Model 1				8.40	< 0.001					0.11
Constant	1.58	0.19		8.52	.000	1.21	1.95
Social-care users’ social-contact need fulfilment	0.01	0.00	0.22	2.70	.008	0.00	0.02	0.26	0.21	0.22	0.05	1.05
Social-care carers’ social-contact need fulfilment	0.01	0.00	0.19	2.40	.018	0.00	0.01	0.24	0.19	0.19	0.04	1.05

ISSN: 1471-2288