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. 2023 Oct 24;23:690. doi: 10.1186/s12877-023-04411-1

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