IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp15318.html
   My bibliography  Save this paper

Effect of Secondary Education on Cognitive and Non-cognitive Skills

Author

Listed:
  • Ollikainen, Jani-Petteri

    (LABORE Labour Institute for Economic Research)

  • Pekkarinen, Tuomas

    (VATT, Helsinki)

  • Uusitalo, Roope

    (University of Helsinki)

  • Virtanen, Hanna

    (ETLA - The Research Institute of the Finnish Economy)

Abstract

We exploit admission cutoffs to secondary schools to study the effects of general academically oriented, versus vocational secondary schooling on cognitive and non-cognitive skills using a regression discontinuity design. We measure these skills using the Finnish Defence Forces Basic Skills Test that due to compulsory military service covers the vast majority of Finnish men and is a strong predictor of later labor market success. We find that large differences in average skills across students that differ in their schooling when entering military service are due to selection rather than causal effects of secondary schooling on either cognitive or non-cognitive skills.

Suggested Citation

  • Ollikainen, Jani-Petteri & Pekkarinen, Tuomas & Uusitalo, Roope & Virtanen, Hanna, 2022. "Effect of Secondary Education on Cognitive and Non-cognitive Skills," IZA Discussion Papers 15318, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp15318
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp15318.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Erik Grönqvist & Björn Öckert & Jonas Vlachos, 2017. "The Intergenerational Transmission of Cognitive and Noncognitive Abilities," Journal of Human Resources, University of Wisconsin Press, vol. 52(4), pages 887-918.
    2. Thomas Cornelissen & Christian Dustmann & Anna Raute & Uta Schönberg, 2018. "Who Benefits from Universal Child Care? Estimating Marginal Returns to Early Child Care Attendance," Journal of Political Economy, University of Chicago Press, vol. 126(6), pages 2356-2409.
    3. Eric A. Hanushek & Guido Schwerdt & Ludger Woessmann & Lei Zhang, 2017. "General Education, Vocational Education, and Labor-Market Outcomes over the Lifecycle," Journal of Human Resources, University of Wisconsin Press, vol. 52(1), pages 48-87.
    4. Atı̇la Abdulkadı̇roğlu & Joshua D. Angrist & Yusuke Narita & Parag Pathak, 2022. "Breaking Ties: Regression Discontinuity Design Meets Market Design," Econometrica, Econometric Society, vol. 90(1), pages 117-151, January.
    5. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    6. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    7. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2020. "Simple Local Polynomial Density Estimators," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 115(531), pages 1449-1455, July.
    8. Tim Kautz & James J. Heckman & Ron Diris & Bas ter Weel & Lex Borghans, 2014. "Fostering and Measuring Skills: Improving Cognitive and Non-cognitive Skills to Promote Lifetime Success," OECD Education Working Papers 110, OECD Publishing.
    9. Per-Anders Edin & Peter Fredriksson & Martin Nybom & Björn Öckert, 2022. "The Rising Return to Noncognitive Skill," American Economic Journal: Applied Economics, American Economic Association, vol. 14(2), pages 78-100, April.
    10. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    11. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 1-181, Elsevier.
    12. Cunha, Flavio & Heckman, James J. & Lochner, Lance, 2006. "Interpreting the Evidence on Life Cycle Skill Formation," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 12, pages 697-812, Elsevier.
    13. Kelly Bedard & Elizabeth Dhuey, 2006. "The Persistence of Early Childhood Maturity: International Evidence of Long-Run Age Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1437-1472.
    14. Claire Crawford & Lorraine Dearden & Costas Meghir, 2007. "When You Are Born Matters: The Imapct of Date of Birth on Child Cognitive Outcomes in England," CEE Discussion Papers 0093, Centre for the Economics of Education, LSE.
    15. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    16. Thomas Cornelissen & Christian Dustmann, 2019. "Early School Exposure, Test Scores, and Noncognitive Outcomes," American Economic Journal: Economic Policy, American Economic Association, vol. 11(2), pages 35-63, May.
    17. Anders Bohlmark & Matthew J. Lindquist, 2006. "Life-Cycle Variations in the Association between Current and Lifetime Income: Replication and Extension for Sweden," Journal of Labor Economics, University of Chicago Press, vol. 24(4), pages 879-900, October.
    18. Elizabeth Cascio & Diane Whitmore Schanzenbach, 2013. "The Impacts of Expanding Access to High-Quality Preschool Education," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(2 (Fall)), pages 127-192.
    19. Sari Pekkala Kerr & Tuomas Pekkarinen & Roope Uusitalo, 2013. "School Tracking and Development of Cognitive Skills," Journal of Labor Economics, University of Chicago Press, vol. 31(3), pages 577-602.
    20. Datta Gupta, Nabanita & Simonsen, Marianne, 2010. "Non-cognitive child outcomes and universal high quality child care," Journal of Public Economics, Elsevier, vol. 94(1-2), pages 30-43, February.
    21. Mikko Silliman & Hanna Virtanen, 2022. "Labor Market Returns to Vocational Secondary Education," American Economic Journal: Applied Economics, American Economic Association, vol. 14(1), pages 197-224, January.
    22. Margherita Fort & Andrea Ichino & Giulio Zanella, 2020. "Cognitive and Noncognitive Costs of Day Care at Age 0–2 for Children in Advantaged Families," Journal of Political Economy, University of Chicago Press, vol. 128(1), pages 158-205.
    23. Datar, Ashlesha, 2006. "Does delaying kindergarten entrance give children a head start?," Economics of Education Review, Elsevier, vol. 25(1), pages 43-62, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Lorenzo Cappellari & Daniele Checchi & Marco Ovidi, 2022. "The effects of schooling on cognitive skills: evidence from education expansions," DISCE - Working Papers del Dipartimento di Economia e Finanza def122, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    2. Brunello, Giorgio & Esposito, Piero & Rocco, Lorenzo & Scicchitano, Sergio, 2023. "Do Classical Studies Open your Mind?," GLO Discussion Paper Series 1242, Global Labor Organization (GLO).

    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. Jani-Petteri Olllikainen & Tuomas Pekkarinen & Roope Uusitalo & Hanna Virtanen, "undated". "Effect of Secondary Education on Cognitive and Non-cognitive Skills," Working Papers 336, Työn ja talouden tutkimus LABORE, The Labour Institute for Economic Research LABORE.
    2. Akabayashi, Hideo & Ruberg, Tim & Shikishima, Chizuru & Yamashita, Jun, 2023. "Education-oriented and care-oriented preschools: Implications on child development," Labour Economics, Elsevier, vol. 84(C).
    3. van Huizen, Thomas & Plantenga, Janneke, 2018. "Do children benefit from universal early childhood education and care? A meta-analysis of evidence from natural experiments," Economics of Education Review, Elsevier, vol. 66(C), pages 206-222.
    4. Christina Langer & Simon Wiederhold, 2023. "The Value of Early-Career Skills," Working Papers 222, Bavarian Graduate Program in Economics (BGPE).
    5. Martin Schlotter, 2011. "Age at Preschool Entrance and Noncognitive Skills before School - An Instrumental Variable Approach," ifo Working Paper Series 112, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    6. Attanasio, Orazio & Blundell, Richard & Conti, Gabriella & Mason, Giacomo, 2020. "Inequality in socio-emotional skills: A cross-cohort comparison," Journal of Public Economics, Elsevier, vol. 191(C).
    7. Martin Schlotter, 2012. "Educational Production in Preschools and Schools - Microeconometric Evidence from Germany," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 41.
    8. Daniela Del Boca & Enrica Maria Martino & Chiara Pronzato, 2022. "Non cognitive skills and childcare attendance," Review of Economics of the Household, Springer, vol. 20(4), pages 1059-1085, December.
    9. Hideo Akabayashi & TIm Ruberg & Chizuru Shikishima & Jun Yamashita, 2023. "Education-Oriented and Care-Oriented Preschools:Implications on Child Development," Keio-IES Discussion Paper Series 2023-009, Institute for Economics Studies, Keio University.
    10. Daniel Kuehnle & Michael Oberfichtner, 2020. "Does Starting Universal Childcare Earlier Influence Children’s Skill Development?," Demography, Springer;Population Association of America (PAA), vol. 57(1), pages 61-98, February.
    11. Ryu, Hanbyul & Helfand, Steven M. & Moreira, Roni Barbosa, 2020. "Starting early and staying longer: The effects of a Brazilian primary schooling reform on student performance," World Development, Elsevier, vol. 130(C).
    12. Jo Blanden & Matthias Doepke & Jan Stuhler, 2022. "Education inequality," CEP Discussion Papers dp1849, Centre for Economic Performance, LSE.
    13. Juan Chaparro & Aaron Sojourner & Matthew Wiswall, 2020. "Early Childhood Care and Cognitive Development," Working Papers 2020-012, Human Capital and Economic Opportunity Working Group.
    14. Germán Reyes, 2023. "Cognitive Endurance, Talent Selection, and the Labor Market Returns to Human Capital," CRC TR 224 Discussion Paper Series crctr224_2023_490, University of Bonn and University of Mannheim, Germany.
    15. Germ'an Reyes, 2023. "Cognitive Endurance, Talent Selection, and the Labor Market Returns to Human Capital," Papers 2301.02575, arXiv.org.
    16. Houmark, Mikkel Aagaard, 2023. "First Among Equals? How Birth Order Shapes Child Development," MPRA Paper 119325, University Library of Munich, Germany.
    17. Pierre Lefebvre & Claude Felteau, 2023. "Can universal preschool education intensities counterbalance parental socioeconomic gradients? Repeated international evidence from Fourth graders skills achievement," Working Papers 23-01, Research Group on Human Capital, University of Quebec in Montreal's School of Management.
    18. Jens Dietrichson & Ida Lykke Kristiansen & Bjørn A. Viinholt, 2020. "Universal Preschool Programs And Long‐Term Child Outcomes: A Systematic Review," Journal of Economic Surveys, Wiley Blackwell, vol. 34(5), pages 1007-1043, December.
    19. Contreras, David & Sanchez, Rafael, 2018. "Cognitive and Non-Cognitive Effects of Nursery Care in the Medium Run under Unobserved Heterogeneity," MPRA Paper 86289, University Library of Munich, Germany.

    More about this item

    Keywords

    non-cognitive skills; regression discontinuity; secondary schooling;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:iza:izadps:dp15318. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.