Table 5 Logit regression model of rural... | Emerald Publishing

Table 5

Logit regression model of rural house expansion in Pudong New Area

Model statistics	Values
Chi-square	1656.856^***	459.169^***	1,713.338^***	3634.518^***
−2 log likelihood	32292.329	33896.393	32525.661	29587.145
Nagelkerke's R-square	0.102	0.024	0.091	0.252
Predictive efficiency	66.9%	58.2%	64.7%	74.8%
Hosmer–Lemeshow test significance	0.671	0.588	0.660	0.749

Model statistics	Values
Chi-square	1656.856^***	459.169^***	1,713.338^***	3634.518^***
−2 log likelihood	32292.329	33896.393	32525.661	29587.145
Nagelkerke's R-square	0.102	0.024	0.091	0.252
Predictive efficiency	66.9%	58.2%	64.7%	74.8%
Hosmer–Lemeshow test significance	0.671	0.588	0.660	0.749

Variables	Estimates	Odds ratio	Estimates	Odds ratio	Estimates	Odds ratio	Estimates	Odds ratio
Initial building area of main room^a	−0.004 (0.001)	0.996^***					−0.004 (0.001)	0.996^***
Initial building area of auxiliar room^a	−0.007 (0.001)	0.993^***					−0.010 (0.001)	0.990^***
Initial building area of shed^a	−0.012 (0.003)	0.988^***					−0.012 (0.003)	0.989^***
Initial FAR of main room^a	0.891 (0.036)	2.438^***					1.011 (0.039)	2.749^***
Initial FAR of auxiliar room^a	−0.347 (0.032)	0.707^***					−0.294 (0.034)	0.745^***
Initial FAR of shed^a	−0.773 (0.095)	0.462^***					−0.780 (0.098)	0.458^***
Age of household head^b			0.007 (0.001)	1.007^***			0.013 (0.002)	1.013^***
Gender of household head^b			−0.016 (0.031)	0.985			−0.021 (0.033)	0.979
Household size^b			0.046 (0.017)	1.047^**			0.154 (0.019)	1.166^***
Number of household labors^b			0.116 (0.017)	1.123^***			0.131 (0.019)	1.140^***
Number of urban hukou^b			0.027 (0.009)	1.027^**			−0.153 (0.012)	0.858^***
Number of Household heads^b			0.039 (0.025)	1.040^***			0.244 (0.028)	1.276^***
Road network density^c					0.405 (0.019)	1.500^***	0.335 (0.021)	1.398^***
Convenience-of-living^c					0.004 (0.001)	1.004^***	0.005 (0.001)	1.005^***
Ratio of cultivation land^c					−0.034 (0.112)	0.967	−0.033 (0.123)	0.967
Distance to downtown^c					−0.062 (0.005)	0.940^***	−0.102 (0.006)	0.903^***
Distance to town^c					0.068 (0.013)	1.071^***	0.001 (0.013)	1.000
Constant	−1.457 (0.055)	0.233^***	−1.590 (0.067)	0.204^***	−2.047 (0.112)	0.129^***	−3.931 (0.156)	0.020^***

Variables	Estimates	Odds ratio	Estimates	Odds ratio	Estimates	Odds ratio	Estimates	Odds ratio
Initial building area of main room^a	−0.004 (0.001)	0.996^***					−0.004 (0.001)	0.996^***
Initial building area of auxiliar room^a	−0.007 (0.001)	0.993^***					−0.010 (0.001)	0.990^***
Initial building area of shed^a	−0.012 (0.003)	0.988^***					−0.012 (0.003)	0.989^***
Initial FAR of main room^a	0.891 (0.036)	2.438^***					1.011 (0.039)	2.749^***
Initial FAR of auxiliar room^a	−0.347 (0.032)	0.707^***					−0.294 (0.034)	0.745^***
Initial FAR of shed^a	−0.773 (0.095)	0.462^***					−0.780 (0.098)	0.458^***
Age of household head^b			0.007 (0.001)	1.007^***			0.013 (0.002)	1.013^***
Gender of household head^b			−0.016 (0.031)	0.985			−0.021 (0.033)	0.979
Household size^b			0.046 (0.017)	1.047^**			0.154 (0.019)	1.166^***
Number of household labors^b			0.116 (0.017)	1.123^***			0.131 (0.019)	1.140^***
Number of urban hukou^b			0.027 (0.009)	1.027^**			−0.153 (0.012)	0.858^***
Number of Household heads^b			0.039 (0.025)	1.040^***			0.244 (0.028)	1.276^***
Road network density^c					0.405 (0.019)	1.500^***	0.335 (0.021)	1.398^***
Convenience-of-living^c					0.004 (0.001)	1.004^***	0.005 (0.001)	1.005^***
Ratio of cultivation land^c					−0.034 (0.112)	0.967	−0.033 (0.123)	0.967
Distance to downtown^c					−0.062 (0.005)	0.940^***	−0.102 (0.006)	0.903^***
Distance to town^c					0.068 (0.013)	1.071^***	0.001 (0.013)	1.000
Constant	−1.457 (0.055)	0.233^***	−1.590 (0.067)	0.204^***	−2.047 (0.112)	0.129^***	−3.931 (0.156)	0.020^***

Note(s): ^a Plot characteristics. ^b Household characteristics. ^c Village characteristics

^*p ≤ 0.05. ^**p ≤ 0.01. ^***p ≤ 0.001

Source(s): Authors' own work