Table 8.
Regression model 2 of residential satisfaction (level 1). (Source: Author’s Own Compilation).
Model2 | Unstandardized coefficient | Standardized coefficients | t | P | 95.0% confidence interval for B | VIF | ||
---|---|---|---|---|---|---|---|---|
B | Std error | Beta | Lower-bound | Upper-bound | ||||
Demographic variables | ||||||||
X1 | 0.025 | 0.051 | 0.014 | 0.497 | 0.62 | − 0.075 | 0.126 | 1.19 |
X2 | − 0.079 | 0.051 | − 0.073 | − 1.556 | 0.121 | − 0.179 | 0.021 | 3.059 |
X3 | − 0.017 | 0.095 | − 0.007 | − 0.178 | 0.859 | − 0.203 | 0.169 | 2.406 |
X4 | − 0.073 | 0.054 | − 0.072 | − 1.338 | 0.182 | − 0.18 | 0.034 | 4.02 |
X5 | − 0.02 | 0.037 | − 0.017 | − 0.533 | 0.594 | − 0.092 | 0.053 | 1.444 |
X6 | 0.026 | 0.039 | 0.024 | 0.681 | 0.496 | − 0.05 | 0.102 | 1.802 |
X7 | 0.079 | 0.048 | 0.053 | 1.645 | 0.101 | − 0.016 | 0.174 | 1.47 |
X8 | 0.032 | 0.027 | 0.051 | 1.18 | 0.239 | − 0.021 | 0.086 | 2.663 |
X9 | − 0.031 | 0.04 | − 0.023 | − 0.772 | 0.44 | − 0.109 | 0.047 | 1.268 |
X10 | 0.011 | 0.028 | 0.011 | 0.396 | 0.692 | − 0.043 | 0.065 | 1.129 |
Objective physical variables | ||||||||
X11 | − 0.07 | 0.024 | − 0.116 | − 2.951 | 0.003*** | − 0.116 | − 0.023 | 2.165 |
X12 | 0.015 | 0.048 | 0.012 | 0.308 | 0.758 | − 0.08 | 0.109 | 2.056 |
X13 | 0.121 | 0.058 | 0.066 | 2.097 | 0.037** | 0.007 | 0.234 | 1.372 |
X14 | 0.005 | 0.126 | 0.003 | 0.043 | 0.966 | − 0.242 | 0.253 | 5.588 |
X15 | − 0.11 | 0.099 | − 0.065 | − 1.117 | 0.265 | − 0.305 | 0.084 | 4.768 |
Subjective variables | ||||||||
Interior space | ||||||||
X19A | 0.202 | 0.046 | 0.209 | 4.434 | 0.000*** | 0.112 | 0.292 | 3.114 |
X19B | 0.165 | 0.038 | 0.194 | 4.323 | 0.000*** | 0.09 | 0.24 | 2.809 |
X19C | 0.129 | 0.033 | 0.139 | 3.881 | 0.000*** | 0.064 | 0.195 | 1.8 |
X19D | 0.095 | 0.036 | 0.114 | 2.656 | 0.008*** | 0.025 | 0.165 | 2.58 |
X19E | 0.029 | 0.032 | 0.036 | 0.894 | 0.372 | − 0.034 | 0.092 | 2.244 |
X19F | -0.047 | 0.031 | − 0.05 | − 1.508 | 0.133 | − 0.108 | 0.014 | 1.546 |
X19G | 0.071 | 0.033 | 0.078 | 2.13 | 0.034** | 0.005 | 0.137 | 1.894 |
X19H | 0.029 | 0.038 | 0.029 | 0.758 | 0.449 | − 0.046 | 0.103 | 2.016 |
X19I | − 0.006 | 0.032 | − 0.007 | − 0.197 | 0.844 | − 0.07 | 0.057 | 1.602 |
Common space | ||||||||
X20A | 0.121 | 0.036 | 0.121 | 3.344 | 0.001*** | 0.05 | 0.193 | 1.835 |
X20B | 0.02 | 0.038 | 0.02 | 0.527 | 0.598 | − 0.055 | 0.095 | 2.091 |
X20C | 0.007 | 0.029 | 0.009 | 0.24 | 0.811 | − 0.05 | 0.064 | 1.78 |
X20D | 0.054 | 0.03 | 0.062 | 1.816 | 0.070* | − 0.005 | 0.113 | 1.639 |
X20E | 0.033 | 0.034 | 0.036 | 0.99 | 0.323 | − 0.033 | 0.1 | 1.854 |
Property management | ||||||||
X21A | − 0.003 | 0.037 | − 0.003 | − 0.08 | 0.936 | − 0.076 | 0.07 | 2.416 |
X21B | 0.07 | 0.028 | 0.083 | 2.458 | 0.015** | 0.014 | 0.126 | 1.584 |
X21C | 0.028 | 0.036 | 0.031 | 0.767 | 0.444 | − 0.043 | 0.098 | 2.243 |
X21D | − 0.054 | 0.034 | − 0.06 | − 1.586 | 0.114 | − 0.121 | 0.013 | 1.999 |
Social interaction | ||||||||
X22A | − 0.012 | 0.043 | − 0.013 | − 0.278 | 0.781 | − 0.096 | 0.072 | 2.929 |
X22B | 0.079 | 0.033 | 0.088 | 2.42 | 0.016** | 0.015 | 0.143 | 1.84 |
X22C | 0.027 | 0.031 | 0.03 | 0.87 | 0.385 | − 0.034 | 0.087 | 1.64 |
X22D | − 0.016 | 0.033 | − 0.018 | − 0.492 | 0.623 | − 0.082 | 0.049 | 1.781 |
Neighborhood environment | ||||||||
X23A | 0.045 | 0.036 | 0.056 | 1.256 | 0.21 | − 0.026 | 0.116 | 2.82 |
X23B | 0.083 | 0.031 | 0.104 | 2.705 | 0.007*** | 0.023 | 0.143 | 2.071 |
X23C | -0.007 | 0.03 | -0.009 | − 0.25 | 0.802 | − 0.066 | 0.051 | 1.951 |
X23D | 0.094 | 0.034 | 0.103 | 2.762 | 0.006*** | 0.027 | 0.162 | 1.959 |
X23E | − 0.023 | 0.032 | − 0.025 | − 0.706 | 0.481 | − 0.087 | 0.041 | 1.786 |
X23F | − 0.019 | 0.029 | − 0.025 | − 0.664 | 0.507 | − 0.076 | 0.038 | 2.057 |
R2 | 0.78 | |||||||
Adjusted R2 | 0.749 | |||||||
D-W value | 2.09 | |||||||
F value | F(43, 352) = 25.421, P = 0.000*** | |||||||
△R2 | 0.57 | |||||||
△F value | F(28, 352) = 28.555, P = 0.000*** |
Dependent variable mean residential satisfaction.
*, **, *** indicate significant at P < 0.1, P < 0.05, P < 0.01 levels respectively.