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. 2023 Feb 21;33(2):242–248. doi: 10.1093/eurpub/ckad012

Table 2.

Multilevel logistic regression results

Explanatory variables Null model
Model 1
Model 2
Model 3
Model 4
Model 5
OR SE OR SE OR SE OR SE OR SE OR SE
Intercept 0.19*** 0.008 0.11*** 0.007 0.08*** 0.006 0.05*** 0.004 0.05*** 0.005 0.03*** 0.003
Female vs. Male 1.79** 0.055 1.78*** 0.055 1.69*** 0.054 1.70*** 0.056 1.53*** 0.055
Age: 25–34 vs. 16–24 1.11 0.063 1.18** 0.070 1.52*** 0.099 1.41*** 0.092 1.23** 0.087
Age: 35–44 vs. 16–24 1.16** 0.066 1.27*** 0.083 1.67*** 0.117 1.54*** 0.108 1.29** 0.098
Age: 45–54 vs. 16–24 1.33*** 0.072 1.52*** 0.100 1.91*** 0.134 1.76*** 0.125 1.30*** 0.101
Age: 55–64 vs. 16–24 1.55*** 0.085 1.88*** 0.132 1.99*** 0.145 1.86*** 0.137 1.34*** 0.109
Age: 65–74 vs. 16–24 1.47*** 0.085 1.78*** 0.134 1.50*** 0.116 1.47*** 0.116 1.16 0.101
Single vs. Married 1.27*** 0.058 1.15** 0.054 1.12* 0.053 1.06 0.055
Widowed vs. Married 1.27** 0.095 1.09 0.083 1.06 0.081 0.76** 0.066
Divorced/separated vs. Married 1.46*** 0.074 1.29*** 0.068 1.21*** 0.064 1.07 0.063
Children: 1 vs. None 1.22*** 0.055 1.20*** 0.055 1.17*** 0.053 1.22*** 0.061
Children: 2 vs. None 1.08 0.060 1.06 0.059 1.04 0.059 1.07 0.066
Children: 3 or more vs. None 1.20* 0.090 1.07 0.082 1.03 0.079 1.06 0.089
Income: 1st vs. 5th quintile 1.58*** 0.095 1.45*** 0.089 1.03 0.069
Income: 2nd vs. 5th quintile 1.28*** 0.073 1.22*** 0.070 0.96 0.060
Income: 3rd vs. 5th quintile 1.24*** 0.070 1.20** 0.068 1.06 0.064
Income: 4th vs. 5th quintile 1.07 0.061 1.06 0.060 0.96 0.058
Income: DK/REF vs. 5th quintile 1.04 0.064 1.02 0.063 0.95 0.064
Unemployed vs. Paid work 1.54*** 0.103 1.48*** 0.099 1.25** 0.093
Economically inactive vs. Paid work 1.48*** 0.059 1.48*** 0.059 1.20*** 0.052
ISCED III vs. (IV–VI) 1.35*** 0.054 1.28*** 0.051 1.20*** 0.052
ISCED II vs. (IV–VI) 1.51*** 0.070 1.39*** 0.066 1.19** 0.062
ISCED I vs. (IV–VI) 1.66*** 0.094 1.52*** 0.088 1.34*** 0.086
Ex-smoker vs. Never smoked 1.27*** 0.052 1.12** 0.050
Currently smoker vs. Never smoked 1.58*** 0.059 1.26*** 0.051
Drinking alcohol: Monthly vs. No 0.96 0.044 1.06 0.054
Drinking alcohol: 2–4 times a month vs. No 0.74*** 0.034 0.94 0.047
Drinking alcohol: 2–3 times a week vs. No 0.78*** 0.042 0.98 0.058
Drinking alcohol: 4 or more times a week vs. No 0.82** 0.055 1.00 0.073
Health: Good vs. Very good 1.18** 0.060
Health: Poor vs. Very good 1.92*** 0.106
Chronic illnesses: 1 vs. None 1.38*** 0.078
Chronic illnesses: 2 vs. None 1.68*** 0.098
Chronic illnesses: 3 or more vs. None 2.44*** 0.132
Depression: Medium vs. No 3.30*** 0.140
Depression: High vs. No 9.00*** 0.480
ICC 0.007 0.006 0.006 0.003 0.004 0.005
Observations 32 704 32 704 32 704 32 704 32 704 32 704
Marginal R2/Conditional R2 0.000/0.007 0.032/0.038 0.039/0.044 0.067/0.070 0.079/0.083 0.238/0.242
AIC 24 574.054 24 137.677 24 077.972 23 663.808 23 499.906 20 428.518
Log-likelihood −12 285.027 −12 060.838 −12 024.986 −11 807.904 −11 719.953 −10 177.259
*

P < 0.05.

**

P < 0.01.

***

P < 0.001; two-tail test.