abstract: 'Less-educated workers have the lowest participation rates in job-related further training across the industrialized world, but the extent of their disadvantage varies. Using data on 28 high- and middle-income countries, we assess different explanations for less-educated workers'' training disadvantage relative to intermediate-educated workers, with a focus on the role of labor market allocation (i.e. job tasks, other job features and firm characteristics). Shapley decompositions reveal a broadly similar pattern for all countries: differences in labor market allocation between less- and intermediate-educated workers are more important for explaining the training gap than differences in individual learning disposition (i.e. cognitive skills and motivation to learn). Our analysis further suggests that the training gap is related to educational and labor market institutions and that labor market allocation processes play a key role in mediating any institutional `effects''. Strong conclusions regarding the role of institutions are hampered by the small country-level sample, however.' affiliation: 'Hornberg, C (Corresponding Author), WZB Berlin Social Sci Ctr, Berlin, Germany. Hornberg, Carla; Heisig, Jan Paul; Solga, Heike, WZB Berlin Social Sci Ctr, Berlin, Germany. Heisig, Jan Paul; Solga, Heike, Free Univ Berlin, Berlin, Germany.' author: Hornberg, Carla and Heisig, Jan Paul and Solga, Heike author-email: carla.hornberg@wzb.eu author_list: - family: Hornberg given: Carla - family: Heisig given: Jan Paul - family: Solga given: Heike da: '2023-09-28' doi: 10.1093/ser/mwad023 earlyaccessdate: APR 2023 eissn: 1475-147X files: [] issn: 1475-1461 journal: SOCIO-ECONOMIC REVIEW keywords: 'inequality in adult training; skills; labor market allocation; Shapley decomposition; labor market institutions; education systems' keywords-plus: 'JOB TASKS; OCCUPATIONAL-STATUS; SYSTEMS; PARTICIPATION; INSTITUTIONS; EMPLOYMENT; COUNTRIES; MODELS; SKILLS' language: English month: 2023 APR 29 number-of-cited-references: '60' orcid-numbers: Solga, Heike/0000-0002-1589-4380 papis_id: 5e50949e5b959ddfb4f31b6f62c0ba24 ref: Hornberg2023explainingtraining researcherid-numbers: 'Heisig, Jan Paul/AAY-4706-2021 ' times-cited: '0' title: 'Explaining the training disadvantage of less-educated workers: the role of labor market allocation in international comparison' type: Article; Early Access unique-id: WOS:000976162000001 usage-count-last-180-days: '1' usage-count-since-2013: '1' web-of-science-categories: Economics; Political Science; Sociology year: '2023'