Skip to main content
. Author manuscript; available in PMC: 2011 Sep 19.
Published in final edited form as: J R Stat Soc Ser A Stat Soc. 2011 Jul;174(3):639–664. doi: 10.1111/j.1467-985X.2011.00706.x

Table 8.

Education effects on positive number of visits to a specialist—truncated negative binomial coefficient estimates from the second part of the hurdle model, pooled cross-country sample (N =1833)

Country Education Results for models differentiated by means of controlling for need in 6 health domains
Reported health category
Latent health index from ordered probit
Latent health index from HOPIT model
Coefficient SE Joint significance Coefficient SE Joint significance Coefficient SE Joint significance
Restricted model with homogeneous education effects (1)
Lower secondary 0.177§ 0.107 0.121 0.149 0.128 0.484 0.180 0.127 0.541
Upper secondary −0.067 0.097 −0.026 0.110 0.050 0.114
Tertiary −0.024 0.105 −0.010 0.119 0.103 0.135
Unrestricted model with country-specific education effects (2)
Belgium Lower secondary 0.312 0.250 0.428 0.361 0.280 0.531 0.551§ 0.284 0.270
Upper secondary −0.044 0.248 0.121 0.267 0.305 0.239
Tertiary 0.074 0.247 0.126 0.252 0.378 0.264
France Lower secondary 0.295 0.285 0.273 0.380 0.421 0.266 0.554 0.430 0.114
Upper secondary 0.138 0.184 0.160 0.221 0.379§ 0.216
Tertiary −0.208 0.201 −0.194 0.208 0.030 0.244
Italy Upper secondary 0.286 0.296 0.624 0.383 0.238 0.269 0.482§ 0.264 0.169
Tertiary 0.056 0.264 0.312 0.378 0.356 0.401
Germany Upper secondary −0.212 0.235 0.500 −0.275 0.236 0.504 −0.152 0.243 0.719
Tertiary −0.017 0.270 −0.123 0.293 0.063 0.318
Greece Lower secondary −0.163 0.400 0.354 −0.460 0.374 0.103 −0.295 0.439 0.179
Upper secondary −0.028 0.206 −0.178 0.256 −0.202 0.269
Tertiary 0.348 0.237 0.287 0.249 0.261 0.249
Netherlands Lower secondary 0.410 0.312 0.105 0.479 0.371 0.451 0.782§§ 0.400 0.234
Upper secondary −0.159 0.358 0.163 0.411 0.596 0.454
Tertiary −0.068 0.351 0.076 0.375 0.878§ 0.532
Spain Upper secondary −0.256 0.251 0.174 −0.546 0.402 0.339 −0.605 0.392 0.296
Tertiary −0.523§ 0.295 −0.732 0.540 −0.654 0.567
Sweden Lower secondary −0.310 0.417 0.439 −0.252 0.438 0.801 −0.215 0.427 0.889
Upper secondary 0.041 0.354 0.119 0.324 −0.002 0.334
Tertiary −0.501 0.366 −0.232 0.314 −0.246 0.334
Likelihood ratio tests, LR, of restricted (1) against unrestricted (2) model
LR Degrees of freedom p-value LR Degrees of freedom p-value LR Degrees of freedom p-value
20.46 20 0.4295 27.05 20 0.1339 32.05 20 0.0428

See the first footnote to Table 5.

Bootstrap standard error.

§

Significance relative to the reference education category, which is the lowest, at 10%.

§§

Significance relative to the reference education category, which is the lowest, at 5%.