Table 2.
Hopit model, determinants of work disability—2004 wave, country dummies, 9 vignettes. The first column refers to a baseline Hopit specification not allowing for threshold variation across individuals
| Baseline | Self assessments | Threshold equations | ||||
|---|---|---|---|---|---|---|
| γ1 | γ2 | γ3 | γ4 | |||
| SE | 0.005 | −0.161 | −0.107* | −0.043 | −0.245*** | −0.077* |
| (0.112) | (0.118) | (0.055) | (0.072) | (0.046) | (0.044) | |
| NL | −0.265** | −0.298*** | −0.145*** | 0.428*** | −0.123*** | −0.369*** |
| (0.104) | (0.110) | (0.049) | (0.053) | (0.039) | (0.047) | |
| BE | −0.152 | −0.166 | −0.111** | 0.294*** | −0.047 | −0.185*** |
| (0.101) | (0.106) | (0.047) | (0.054) | (0.038) | (0.045) | |
| FR | −0.449*** | −0.422*** | 0.031 | −0.028 | 0.006 | 0.056 |
| (0.097) | (0.102) | (0.043) | (0.055) | (0.035) | (0.040) | |
| ES | −0.368*** | −0.770*** | −0.630*** | 0.557*** | −0.043 | 0.116** |
| (0.116) | (0.124) | (0.067) | (0.066) | (0.044) | (0.046) | |
| IT | −0.556*** | −0.499*** | 0.001 | 0.254*** | −0.089** | −0.399*** |
| (0.115) | (0.121) | (0.049) | (0.058) | (0.042) | (0.052) | |
| GR | −1.290*** | −1.389*** | −0.116** | 0.017 | −0.146*** | −0.233*** |
| (0.114) | (0.120) | (0.046) | (0.058) | (0.038) | (0.041) | |
| Male | 0.562*** | 0.517*** | −0.033 | −0.037 | 0.026 | 0.007 |
| (0.079) | (0.082) | (0.035) | (0.040) | (0.029) | (0.032) | |
| Age | −0.104* | −0.055 | 0.061** | −0.048* | 0.045** | 0.045* |
| (0.059) | (0.062) | (0.026) | (0.029) | (0.022) | (0.024) | |
| Age2 | 0.000 | 0.018 | 0.019 | 0.014 | −0.011 | 0.021 |
| (0.089) | (0.093) | (0.035) | (0.037) | (0.032) | (0.032) | |
| Med_educ | −0.023 | −0.108 | −0.134*** | 0.145*** | 0.017 | 0.054** |
| (0.066) | (0.069) | (0.029) | (0.032) | (0.024) | (0.027) | |
| High_educ | −0.055 | −0.121 | −0.108*** | 0.132*** | 0.009 | 0.040 |
| (0.072) | (0.076) | (0.031) | (0.033) | (0.026) | (0.028) | |
| Ever_worked | −0.136 | −0.112 | −0.023 | 0.118** | 0.003 | −0.029 |
| (0.101) | (0.106) | (0.042) | (0.052) | (0.038) | (0.039) | |
| Partner | −0.028 | −0.014 | 0.015 | 0.021 | 0.012 | 0.037 |
| (0.069) | (0.072) | (0.029) | (0.034) | (0.025) | (0.027) | |
| Overweight | 0.112* | 0.109* | 0.011 | −0.038 | 0.020 | −0.027 |
| (0.059) | (0.062) | (0.026) | (0.029) | (0.021) | (0.023) | |
| Obese | 0.258*** | 0.318*** | 0.140*** | −0.132*** | −0.062** | −0.130*** |
| (0.074) | (0.077) | (0.032) | (0.038) | (0.029) | (0.031) | |
| Smoking | −0.055 | −0.027 | 0.043* | −0.032 | 0.052** | −0.025 |
| (0.060) | (0.063) | (0.026) | (0.029) | (0.022) | (0.024) | |
| Arthritis | 0.361*** | 0.356*** | −0.007 | 0.016 | −0.008 | −0.004 |
| (0.072) | (0.075) | (0.034) | (0.038) | (0.029) | (0.033) | |
| Chronic | 0.375*** | 0.400*** | −0.005 | 0.043 | −0.000 | 0.011 |
| (0.060) | (0.063) | (0.028) | (0.030) | (0.023) | (0.026) | |
| Symptoms | 0.376*** | 0.336*** | −0.107*** | 0.152*** | 0.072*** | −0.039 |
| (0.061) | (0.064) | (0.030) | (0.033) | (0.024) | (0.027) | |
| Mobility | 0.482*** | 0.464*** | −0.014 | −0.025 | −0.009 | 0.069*** |
| (0.059) | (0.062) | (0.027) | (0.030) | (0.023) | (0.025) | |
| ADL | 0.462*** | 0.430*** | −0.123** | 0.158*** | −0.004 | −0.119** |
| (0.114) | (0.119) | (0.061) | (0.061) | (0.047) | (0.055) | |
| IADL | 0.323*** | 0.369*** | 0.072 | −0.067 | 0.025 | 0.001 |
| (0.093) | (0.097) | (0.045) | (0.050) | (0.038) | (0.044) | |
| Eurodcat | 0.324*** | 0.316*** | −0.005 | −0.005 | −0.038 | 0.028 |
| (0.064) | (0.067) | (0.030) | (0.033) | (0.025) | (0.028) | |
| Fluency | −0.126*** | −0.110** | 0.024 | −0.025 | −0.029* | 0.021 |
| (0.045) | (0.047) | (0.019) | (0.022) | (0.017) | (0.018) | |
| Recall | −0.012 | −0.041** | −0.041*** | 0.039*** | −0.001 | −0.011 |
| (0.018) | (0.018) | (0.008) | (0.009) | (0.006) | (0.007) | |
| Grip | −0.178*** | −0.178*** | −0.009 | 0.032* | −0.009 | 0.005 |
| (0.032) | (0.033) | (0.015) | (0.017) | (0.012) | (0.013) | |
| Constant | −0.143 | −0.829*** | −0.138* | −0.042 | ||
| (0.203) | (0.100) | (0.079) | (0.085) | |||
| Vignette parameters | ||||||
| θ1 | 1.481*** | 1.254*** | ||||
| (0.201) | (0.209) | |||||
| θ2 | 0.763*** | 0.546*** | ||||
| (0.199) | (0.208) | |||||
| θ3 | 1.488*** | 1.267*** | ||||
| (0.201) | (0.209) | |||||
| θ4 | 0.877*** | 0.662*** | ||||
| (0.200) | (0.208) | |||||
| θ5 | 0.956*** | 0.736*** | ||||
| (0.200) | (0.208) | |||||
| θ6 | 0.534*** | 0.312 | ||||
| (0.199) | (0.208) | |||||
| θ7 | 1.190*** | 0.971*** | ||||
| (0.200) | (0.208) | |||||
| θ8 | 1.191*** | 0.972*** | ||||
| (0.200) | (0.208) | |||||
| θ9 | 1.653*** | 1.435*** | ||||
| (0.202) | (0.210) | |||||
| σ2v | 0.505 | 0.464 | ||||
| Log-likelihood | −30,515.938 | −29,697.144 | ||||
| Observations | 2,464 | 2,464 | ||||
Standard errors in parentheses, *** p value < 0.01, ** p value < 0.05, * p value < 0.1