IDEAS home Printed from https://ideas.repec.org/a/sdo/regaec/v35y2026i1_2.html

From educational reforms to skills in the labour market: The case of Spanish adults

Author

Listed:
  • Ávila Gómez, Irene Inés

  • López Agudo, Luis Alejandro

  • Marcenaro Gutiérrez, Óscar David

Abstract

This study examines the long-term consequences of early school leaving and years of education on adult cognitive skills in Spain. Using an instrumental variable approach that leverages historical policy reforms—introducing minimum compulsory dropout school-leaving ages of 14 and later 16—we isolate the influence of dropout and education on literacy and numeracy skills. The analysis of data from the Programme for the International Assessment of Adult Competencies (PIAAC) 2012 and 2023 reveals that, when accounting for bias due to endogeneity, early school leavers may suffer significant declines in cognitive performance, with literacy scores dropping 1.72 standard deviations (SDs) and numeracy scores falling by 1.64 SDs. Furthermore, 1 year of additional education (above the average) appears to significantly raise cognitive performance by 0.26 SDs in literacy and 0.21 SDs in numeracy. However, we remain cautious with the interpretations, as secular trends may be present in our instrument. Associations reinforce that the accumulation of formal education is essential for skill development, emphasising the need for policies aimed at reducing (increasing) dropout rates (years of education) of the population, while considering the heterogeneity across socio-economic groups.

Suggested Citation

  • Ávila Gómez, Irene Inés & López Agudo, Luis Alejandro & Marcenaro Gutiérrez, Óscar David, 2026. "From educational reforms to skills in the labour market: The case of Spanish adults," Revista Galega de Economía, University of Santiago de Compostela. Faculty of Economics and Business., vol. 35(1), pages 1-37.
  • Handle: RePEc:sdo:regaec:v:35:y:2026:i:1_2
    DOI: 10.15304/rge.35.1.10840
    as

    Download full text from publisher

    File URL: https://doi.org/10.15304/rge.35.1.10840
    Download Restriction: no

    File URL: https://libkey.io/10.15304/rge.35.1.10840?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Donald W. K. Andrews & Vadim Marmer & Zhengfei Yu, 2019. "On optimal inference in the linear IV model," Quantitative Economics, Econometric Society, vol. 10(2), pages 457-485, May.
    2. Fiorini, Mario & Katrien Stevens, 2014. "Assessing the Monotonicity Assumption in IV and fuzzy RD designs," Working Papers 2014-13, University of Sydney, School of Economics.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Antoine, Bertille & Lavergne, Pascal, 2023. "Identification-robust nonparametric inference in a linear IV model," Journal of Econometrics, Elsevier, vol. 235(1), pages 1-24.
    2. Görlitz, Katja & Penny, Merlin & Tamm, Marcus, 2022. "The long-term effect of age at school entry on cognitive competencies in adulthood," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 91-104.
    3. Philipp Ketz & Adam McCloskey & Jan Scherer, 2025. "Numerical Analysis of Test Optimality," Papers 2512.19843, arXiv.org.
    4. Kiviet, Jan, 2019. "Instrument-free inference under confined regressor endogeneity; derivations and applications," MPRA Paper 96839, University Library of Munich, Germany.
    5. Johannes W. Ligtenberg, 2023. "Inference in clustered IV models with many and weak instruments," Papers 2306.08559, arXiv.org, revised Oct 2025.
    6. Donald W. K. Andrews & Patrik Guggenberger, 2015. "Identification- and Singularity-Robust Inference for Moment Condition," Cowles Foundation Discussion Papers 1978, Cowles Foundation for Research in Economics, Yale University.
    7. Attar, Itay & Cohen-Zada, Danny, 2018. "The effect of school entrance age on educational outcomes: Evidence using multiple cutoff dates and exact date of birth," Journal of Economic Behavior & Organization, Elsevier, vol. 153(C), pages 38-57.
    8. Page, Lionel & Sarkar, Dipanwita & Silva-Goncalves, Juliana, 2019. "Long-lasting effects of relative age at school," Journal of Economic Behavior & Organization, Elsevier, vol. 168(C), pages 166-195.
    9. Van de Sijpe, Nicolas & Windmeijer, Frank, 2023. "On the power of the conditional likelihood ratio and related tests for weak-instrument robust inference," Journal of Econometrics, Elsevier, vol. 235(1), pages 82-104.
    10. Lionel Page & Dipanwita Sarkar & Juliana S. Goncalves, 2015. "The older the bolder? Does relative age among peers influence children's confidence and risk attitudes?," QuBE Working Papers 029, QUT Business School.
    11. Horowitz, Joel L., 2021. "Bounding the difference between true and nominal rejection probabilities in tests of hypotheses about instrumental variables models," Journal of Econometrics, Elsevier, vol. 222(2), pages 1057-1082.
    12. Anna Godøy & Venke Furre Haaland & Ingrid Huitfeldt & Mark Votruba, 2019. "Impacts of hospital wait time on patient health and labor supply," Discussion Papers 919, Statistics Norway, Research Department.
    13. Olatunji Abdul Shobande & Mobolaji Daniel Akinbomi, 2020. "Competition dynamics in Nigerian aviation industry: a game theoretic approach," Future Business Journal, Springer, vol. 6(1), pages 1-8, December.
    14. Tetsuya Kaji, 2019. "Theory of Weak Identification in Semiparametric Models," Papers 1908.10478, arXiv.org, revised Aug 2020.
    15. Patrik Guggenberge & Frank Kleibergen & Sophocles Mavroeidis, 2021. "A Powerful Subvector Anderson Rubin Test in Linear Instrumental Variables Regression with Conditional Heteroskedasticity," Economics Series Working Papers 960, University of Oxford, Department of Economics.
    16. Marcelo Moreira & Geert Ridder, 2019. "Efficiency loss of asymptotically efficient tests in an instrumental variables regression," CeMMAP working papers CWP03/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    17. Kiviet, Jan F., 2023. "Instrument-free inference under confined regressor endogeneity and mild regularity," Econometrics and Statistics, Elsevier, vol. 25(C), pages 1-22.
    18. Andrews, Donald W.K. & Cheng, Xu & Guggenberger, Patrik, 2020. "Generic results for establishing the asymptotic size of confidence sets and tests," Journal of Econometrics, Elsevier, vol. 218(2), pages 496-531.
    19. Claudia Noack, 2021. "Sensitivity of LATE Estimates to Violations of the Monotonicity Assumption," Papers 2106.06421, arXiv.org.
    20. Lopez-Agudo, Luis Alejandro & González-Betancor, Sara M. & Marcenaro-Gutierrez, Oscar David, 2021. "Language at home and academic performance: The case of Spain," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 16-33.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sdo:regaec:v:35:y:2026:i:1_2. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Marisa Chas-Amil (email available below). General contact details of provider: https://edirc.repec.org/data/feusces.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.