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March 3, 2026Research in Social Stratification and Mobility0 citationsOpen Access

Skills or credentials? How skill specific and standardized vocational training moderates the wages of occupational mismatches

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KRKevin Alan Franz Ruf

Key Points

  • Higher standardization of vocational training negatively impacts wage outcomes for horizontal and full mismatches.
  • Increased skill specificity is associated with reduced transferability and greater wage penalties for vertical mismatches.
  • Results indicate large baseline penalties for individuals in full mismatches, less affected by training institutional features.
  • Horizontal mismatches display no wage penalties when multiple mismatch dimensions are considered, suggesting complexity in outcomes.

Abstract

This article examines the relationship between institutional features of vocational education and wage outcomes following occupational mismatches using a multidimensional mismatch framework. Drawing on German administrative data for early‑career male VET graduates, the analysis assesses how two institutional dimensions, training standardization and skill specificity, relate to wage returns for horizontal, vertical, and full mismatches. The results show that higher standardization negatively moderates wage outcomes for horizontal and full mismatches, while greater skill specificity is linked to reduced transferability and increases wage penalties for vertical mismatches. Individuals in full mismatches experience large baseline penalties that appear less conditioned by institutional features. Horizontal mismatches do not show wage penalties when multiple mismatch dimensions are considered simultaneously. These findings suggest that distinct institutional features of the training system, credential verification and skill transferability, relate to mismatch outcomes and contribute to stratification in early‑career wages. • Education characteristics moderate wage penalties of multidimensional mismatches. • Skill-specific training limits transferability, exacerbating wage penalties of mismatches. • Standardized credentials increase wage penalties for horizontal mismatches while mitigating those for vertical mismatches. • Full mismatches result in severe wage penalties, independent of institutionalization.

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Cite This Study

Kevin Alan Franz Ruf (2026) studied this question.

synapsesocial.com/papers/69a76088c6e9836116a2d5d4https://doi.org/10.1016/j.rssm.2026.101136
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