Table 3. Binary logistic regression on happiness of indigenous peoples (happy vs. unhappy) (N = 2,200).
Explanatory variables | Coef. | S.E. | M.E. | S.E. | P-value |
---|---|---|---|---|---|
Social exclusion (ref. excluded) | |||||
Medical benefits | |||||
no need | 0.154 | 0.198 | 0.095 | 0.107 | 0.375 |
not excluded | 0.295* | 0.154 | 0.172 | 0.085 | 0.044 |
Housing benefits | |||||
no need | 0.661*** | 0.201 | 0.334 | 0.105 | 0.002 |
not excluded | 0.162 | 0.167 | 0.084 | 0.091 | 0.358 |
Child and youth benefits | |||||
no need | -0.192 | 0.166 | -0.113 | 0.092 | 0.220 |
not excluded | 0.008 | 0.170 | 0.007 | 0.093 | 0.943 |
Senior benefits | |||||
no need | -0.132 | 0.160 | -0.077 | 0.088 | 0.378 |
not excluded | -0.409* | 0.194 | -0.248 | 0.107 | 0.021 |
Unemployment benefits | |||||
no need | 0.136 | 0.161 | 0.076 | 0.089 | 0.396 |
not excluded | -0.220 | 0.208 | -0.126 | 0.118 | 0.284 |
Financial assistances | |||||
no need | 0.980*** | 0.195 | 0.512 | 0.098 | <.0001 |
not excluded | 0.052 | 0.248 | 0.019 | 0.139 | 0.892 |
Socio-demographic characteristics | |||||
Male (ref. female) | -0.387** | 0.139 | -0.223 | 0.077 | 0.004 |
Age under 55 years (ref. over 55) | -0.363* | 0.162 | -0.069 | 0.160 | 0.033 |
Education (ref. elementary or lower) | |||||
Junior high school | 0.213 | 0.151 | 0.041 | 0.152 | 0.171 |
Senior high school | 0.111 | 0.184 | 0.021 | 0.183 | 0.544 |
Vocational school | 0.503** | 0.162 | 0.098 | 0.160 | 0.001 |
College or higher | 0.310* | 0.171 | 0.062 | 0.170 | 0.477 |
Health status | |||||
Physical health status (ref. poor) | 0.647*** | 0.156 | 0.358 | 0.082 | <.0001 |
Mental problem (ref. none) | -1.398*** | 0.266 | -0.717 | 0.126 | <.0001 |
Other external factors | |||||
Household income | 0.095** | 0.032 | 0.047 | 0.016 | 0.054 |
Religion (ref. Buddhist or other) | |||||
Protestant | 0.351* | 0.155 | 0.213 | 0.085 | 0.013 |
Catholic | 0.397* | 0.179 | 0.231 | 0.099 | 0.019 |
Geographic Region (ref. plains area) | |||||
Remote mountain area | 0.531*** | 0.152 | 0.104 | 0.154 | 0.001 |
Highlands area | 0.274** | 0.114 | 0.052 | 0.108 | 0.010 |
Intercept | 1.816*** | 0.379 | 1.016 | 0.197 | <.0001 |
*p<.05;
**p<.01;
***p<.001;
Coef. = coefficient; S.E. = standard error; M.E. = marginal effect;
Likelihood ratio of Chi-Square test = 241.19 (P-value<.001), reject Global Null Hypothesis (β = 0).