The Relative Influence of Proximity to Fast Road Infrastructure, Accessibility, and Deprivation on Crime

Table 4

Model fitting and statistical significance of independent variables.

(a) Model fitting information

Model	Model fitting criteria	Likelihood ratio tests
	−2 log likelihood	Chi-square	df	Sig.
Intercept only	1345.955
Final	870.816	475.139	28	.000
	398
Nagelkerke	0.72

(b) Likelihood ratio tests

Effect	Model fitting criteria	Likelihood ratio tests
	−2 log likelihood; of reduced model	Chi-square	df	Sig.
Intercept	979.601	108.785	7	.000
Deprivation index	892.174	21.358	7	.003
Accessibility index	913.287	42.471	7	.000
Number of households	1051.345	180.530	7	.000
Proximity to; motorway (mins)	892.953	22.137	7	.002