Table 3.
Multiple Regression of Happiness by Socio-demographic Characteristics and Food and Health-related Behaviours
| Variables | Model 1 | Model 2 | Model 3 | Model 4 | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| B | Std. Error | Beta | p | B | Std. Error | Beta | p | B | Std. Error | Beta | p | B | Std. Error | Beta | p | |
| Age (years) (Reference group:60–64) | ||||||||||||||||
| 65–69 | − 0.043 | 0.127 | − 0.011 | 0.736 | − 0.001 | 0.124 | 0.000 | 0.993 | − 0.030 | 0.124 | − 0.008 | 0.808 | − 0.054 | 0.119 | − 0.014 | 0.650 |
| 70–74 | 0.380 | 0.137 | 0.092 | 0.005 | 0.467 | 0.133 | 0.113 | < 0.001 | 0.384 | 0.135 | 0.093 | 0.005 | 0.212 | 0.130 | 0.051 | 0.104 |
| 75 or over | 0.423 | 0.148 | 0.096 | 0.004 | 0.571 | 0.145 | 0.130 | < 0.001 | 0.427 | 0.152 | 0.097 | 0.005 | 0.323 | 0.146 | 0.074 | 0.027 |
| Sex (Reference group: male) | ||||||||||||||||
| Female | 0.150 | 0.107 | 0.044 | 0.161 | 0.244 | 0.105 | 0.071 | 0.020 | 0.262 | 0.109 | 0.076 | 0.017 | 0.181 | 0.105 | 0.053 | 0.084 |
| Marital status (Reference group: single) | ||||||||||||||||
| Married | 0.546 | 0.283 | 0.149 | 0.054 | 0.517 | 0.275 | 0.141 | 0.061 | 0.510 | 0.274 | 0.139 | 0.063 | 0.418 | 0.264 | 0.114 | 0.113 |
| Widowed/divorced/separated | 0.337 | 0.288 | 0.089 | 0.242 | 0.318 | 0.280 | 0.084 | 0.257 | 0.300 | 0.279 | 0.080 | 0.283 | 0.327 | 0.266 | 0.087 | 0.219 |
| Education attainment (school) (Reference group: below primary) | ||||||||||||||||
| Primary | 0.055 | 0.133 | 0.015 | 0.681 | − 0.039 | 0.130 | − 0.011 | 0.763 | 0.032 | 0.131 | 0.009 | 0.809 | 0.081 | 0.126 | 0.022 | 0.520 |
| Secondary | 0.489 | 0.190 | 0.093 | 0.010 | 0.374 | 0.185 | 0.071 | 0.044 | 0.406 | 0.185 | 0.077 | 0.029 | 0.324 | 0.177 | 0.062 | 0.068 |
| Post-secondary | 0.956 | 0.257 | 0.120 | < 0.001 | 0.815 | 0.251 | 0.102 | 0.001 | 0.803 | 0.253 | 0.101 | 0.002 | 0.458 | 0.244 | 0.058 | 0.061 |
| Place of residence (Reference group: urban area) | ||||||||||||||||
| Rural | − 0.055 | 0.100 | − 0.016 | 0.585 | − 0.077 | 0.097 | − 0.022 | 0.430 | − 0.094 | 0.098 | − 0.027 | 0.339 | − 0.038 | 0.093 | − 0.011 | 0.687 |
| Health: | ||||||||||||||||
| Self-rated health (Reference group: poor) | ||||||||||||||||
| Moderate | 0.460 | 0.123 | 0.132 | < 0.001 | 0.505 | 0.123 | 0.144 | < 0.001 | 0.353 | 0.119 | 0.101 | 0.003 | ||||
| Good/very good | 1.040 | 0.127 | 0.293 | < 0.001 | 1.100 | 0.129 | 0.310 | < 0.001 | 0.883 | 0.124 | 0.249 | < 0.001 | ||||
| Participation: | ||||||||||||||||
| Paid employment (Reference group: no) | ||||||||||||||||
| Yes | − 0.238 | 0.108 | − 0.069 | 0.027 | − 0.190 | 0.103 | − 0.055 | 0.065 | ||||||||
| Household chores (Reference group: no) | ||||||||||||||||
| Yes | − 0.247 | 0.109 | − 0.067 | 0.023 | − 0.208 | 0.104 | − 0.057 | 0.045 | ||||||||
| Home gardening (Reference group: no) | ||||||||||||||||
| Yes | 0.262 | 0.114 | 0.066 | 0.022 | 0.244 | 0.110 | 0.061 | 0.027 | ||||||||
| Security: | ||||||||||||||||
| Satisfaction with financial situation (Reference group: not at all satisfied) | ||||||||||||||||
| Less satisfied | 0.846 | 0.119 | 0.247 | < 0.001 | ||||||||||||
| More/most satisfied | 1.293 | 0.134 | 0.345 | < 0.001 | ||||||||||||
| Having meals with family member(s) (Reference group: never) | ||||||||||||||||
| At least one meal a day | − 0.079 | 0.102 | − 0.023 | 0.441 | ||||||||||||
| Every meal | 0.344 | 0.145 | 0.071 | 0.018 | ||||||||||||
| Food insecurity (score) (Reference group: secure (0)) | ||||||||||||||||
| Moderate insecurity (1–3) | − 0.117 | 0.120 | − 0.027 | 0.328 | ||||||||||||
| Severe insecurity (4–8) | − 0.437 | 0.164 | − 0.074 | 0.008 | ||||||||||||
| (Constant) | 6.796 | 0.337 | 0.000 | 6.249 | 0.337 | 0.000 | 6.428 | 0.343 | 0.000 | 5.920 | 0.341 | 0.000 | ||||
| Adjusted R Square | 0.024 | 0.076 | 0.085 | 0.175 | ||||||||||||
p – p value
B – Unstandardized coefficient
Beta – Standardized beta coefficient