Table 6.
Multilevel logit estimates for the probability of reporting chronic diseases –Year: 2012a
Variables | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 |
---|---|---|---|---|---|---|
Individual (level 1) | ||||||
Non-EU migrant (citizen or born outside the EU) | 1.002 | 1.002 | 1.002 | 0.879*** | 0.879*** | 0.843*** |
Country (level 2) | ||||||
Health care expenditure on GDP | 1.084*** | 1.088*** | 1.086*** | 1.089*** | 1.090** | |
Healthy life expectancy | 0.966*** | 0.966*** | 0.966*** | 0.966*** | 0.966* | |
N. of problems with migrant integration policies | 1.024 | 1.020 | 1.006 | |||
N. of problems with migrant integration policies * non-EU migrant | 1.052*** | 1.052*** | 1.043*** | |||
Interactions: non-EU migrant (citizen or born outside the EU) * individual-level variables | ||||||
Non-EU migrants * low education | 1.111** | |||||
Non-EU migrants * low income | 1.127** | |||||
Non-EU migrant * unemployed | 0.849** | |||||
Non-EU migrant * housework | 0.821** | |||||
Non-EU migrant * self employed | 0.97 | |||||
Non-EU migrant * not married | 0.944 | |||||
Non-EU migrant * divorced | 1.083 | |||||
Non-EU migrant * widow | 1.155* | |||||
Constant | 0.478*** | 0.178*** | 0.16952 | 0.174 | 0.167 | 0.126*** |
Sigma u | 0.556*** | 0.371*** | 0.377*** | 0.376*** | 0.375*** | 0.354*** |
Rho | 0.051*** | 0.041*** | 0.041*** | 0.041*** | 0.041*** | 0.037*** |
Chi2 | 51048 | 51051 | 51051 | 51066 | 51066 | 47000 |
N. of countries | 23 (AT BG CH DE DK EE EL ES FI FR HR HU IT LT LU LV MT NL PT RO SE SK) | |||||
N. of observations | 340524 (all models) |
Legend: * p < 0.05; ** p < 0.01; *** p < 0.001
AT Austria, BG Bulgaria, CH Switzerland, DE Germany, DK Denmark, EE Estonia, EL Greece, ES Spain, FI Finland, FR France, HR Croatia, HU Hungary, IT Italy, LT Lithuania, LU Luxembourg, LV Latvia, MT Malta, NL The Netherlands, PT Portugal, RO Romania, SE Sweden, SK Slovak Republic, UK United Kingdom
aOdds Ratios. Estimates obtained by controlling for individuals age, gender, education, individual income, occupational status, marital status
Source: our calculation based on Eurostat [21, 27], OECD [26] data for 2012 and on MIPEX [25] data