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Table 1 Occupations and wage heterogeneity ISCO code Occ.

name n Median wage GINI index ISCO code Occ.

Lowest skilled jobs defined as ISCO code 9. Out-of-employment includes both unemployment and out of the labor market.

Note: Lowest skilled jobs defined as ISCO code 9. Source: Produced by the authors based on Spanish LFS microdata.

Notes: Lowest-skilled jobs are defined as International Standard Classification of Occupations (ISCO) code 9: Elementary Occupations.

Jobs are defined separately for each country on the basis of 2-digit occupational codes (ISCO 2-digit).18 Due to the small sample sizes, armed forces (ISCO code 0) are dropped.

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Finally, we complemented the database by matching the type of dual VET qualification pursued with three-digit ISCO codes, using the 2008 nomenclature,5 thus classifying all fields of dual VET into occupations.

Hence, the English version of the JEM contains 556 occupational titles and 157 ISCO codes.

For the present analyses, ISCO codes were classified by occupational sector according to EGP.

A JEM was constructed and English ISCO codes were provided where possible.

Based on the ISCO-88 codes, we collapsed the occupations into four categories: low-skilled blue-collar workers (ISCO-codes 8 and 9); high-skilled blue-collar workers (ISCO-codes 6 and 7); low-skilled white-collar workers (ISCO-codes 4 and 5); and high-skilled white-collar workers (ISCO-codes 1, 2 and 3).

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