IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp10982.html
   My bibliography  Save this paper

The Impact of Non-Cognitive Skills and Risk Preferences on Rural-to-Urban Migration: Evidence from Ukraine

Author

Listed:
  • Ayhan, Sinem H.

    (Institute for East and Southeast European Studies, Regensburg)

  • Gatskova, Kseniia

    (Leibnitz Institute for East and Southeast European Studies, Regensburg)

  • Lehmann, Hartmut

    (Leibniz Institute for East and Southeast European Studies (IOS))

Abstract

This paper provides evidence on the impacts of non-cognitive skills and attitudes towards risk on the decision to migrate from rural to urban areas. Our analysis is based on a unique four-wave panel of Ukrainian Longitudinal Monitoring Survey for the period between 2003 and 2012. Adopting the Five Factor Model of personality structure, and using it in the evaluation of non-cognitive skills, our results suggest that such personality traits as openness to new experience and the willingness to take risks increase the probability of migration. On the other hand, the non-cognitive skills conscientiousness and extraversion are found to be negatively associated with the propensity to migrate. The effects are statistically and quantitatively significant, and mainly driven by movements from rural areas into cities. Our results are robust to several sensitivity checks, including tests for reverse causality.

Suggested Citation

  • Ayhan, Sinem H. & Gatskova, Kseniia & Lehmann, Hartmut, 2017. "The Impact of Non-Cognitive Skills and Risk Preferences on Rural-to-Urban Migration: Evidence from Ukraine," IZA Discussion Papers 10982, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp10982
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp10982.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Christopher A. Pissarides, 1994. "Search Unemployment with On-the-job Search," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 457-475.
    2. Hartmut Lehmann & Alexander Muravyev & Klaus Zimmermann, 2012. "The Ukrainian longitudinal monitoring survey: towards a better understanding of labor markets in transition," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-15, December.
    3. Bauernschuster, Stefan & Falck, Oliver & Heblich, Stephan & Suedekum, Jens & Lameli, Alfred, 2014. "Why are educated and risk-loving persons more mobile across regions?," Journal of Economic Behavior & Organization, Elsevier, vol. 98(C), pages 56-69.
    4. Anke Becker & Thomas Deckers & Thomas Dohmen & Armin Falk & Fabian Kosse, 2012. "The Relationship Between Economic Preferences and Psychological Personality Measures," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 453-478, July.
    5. 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.
    6. 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.
    7. Groves, Melissa Osborne, 2005. "How important is your personality? Labor market returns to personality for women in the US and UK," Journal of Economic Psychology, Elsevier, vol. 26(6), pages 827-841, December.
    8. Alexander M. Danzer & Barbara Dietz, 2014. "Labour Migration from Eastern Europe and the EU's Quest for Talents," Journal of Common Market Studies, Wiley Blackwell, vol. 52(2), pages 183-199, March.
    9. Bas ter Weel, 2008. "The Noncognitive Determinants of Labor Market and Behavioral Outcomes: Introduction to the Symposium," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    10. Lang, Frieder R. & John, Dennis & Lüdtke, Oliver & Schupp, Jürgen & Wagner, Gert G., 2011. "Short Assessment of the Big Five: Robust Across Survey Methods Except Telephone Interviewing," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 43(2), pages 548-567.
    11. John Gibson & David McKenzie & Halahingano Rohorua & Steven Stillman, 2018. "The Long-term Impacts of International Migration: Evidence from a Lottery," The World Bank Economic Review, World Bank, vol. 32(1), pages 127-147.
    12. David A. Jaeger & Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Holger Bonin, 2010. "Direct Evidence on Risk Attitudes and Migration," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 684-689, August.
    13. Heineck, Guido & Anger, Silke, 2010. "The returns to cognitive abilities and personality traits in Germany," Labour Economics, Elsevier, vol. 17(3), pages 535-546, June.
    14. Johannes Koettl & Olga Kupets & Anna Olefir & Indhira Santos, 2014. "In search of opportunities? The barriers to more efficient internal labor mobility in Ukraine," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-28, December.
    15. Oded Stark, 1991. "The Migration of Labor," Blackwell Books, Wiley Blackwell, number 1557860300, June.
    16. Brück, Tilman & Danzer, Alexander M. & Muravyev, Alexander & Weisshaar, Natalia, 2010. "Poverty during transition: Household survey evidence from Ukraine," Journal of Comparative Economics, Elsevier, vol. 38(2), pages 123-145, June.
    17. Larry A. Sjaastad, 1970. "The Costs and Returns of Human Migration," Palgrave Macmillan Books, in: Harry W. Richardson (ed.), Regional Economics, chapter 9, pages 115-133, Palgrave Macmillan.
    18. Flavio Cunha & James J. Heckman, 2008. "Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    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. Wahba, Jackline & Wang, Chuhong, 2019. "Sons or Daughters? The Impact of Children's Migration on the Health and Well-Being of Parents Left Behind," IZA Discussion Papers 12370, Institute of Labor Economics (IZA).
    2. Luciana Méndez, 2017. "So dissatisfied to leave? The role of perceptions, expectations and beliefs on youths' intention to migrate," Documentos de Trabajo (working papers) 17-12, Instituto de Economía - IECON.
    3. Didier Fouarge & Merve Nezihe Özer & Philipp Seegers, 2019. "Personality traits, migration intentions, and cultural distance," Papers in Regional Science, Wiley Blackwell, vol. 98(6), pages 2425-2454, December.
    4. Tymofii Brik & Maksym Obrizan, 2020. "Job market effects of COVID-19 on urban Ukrainian households," Papers 2007.15704, arXiv.org.
    5. Maksimova, Mariia, 2019. "The return to non-cognitive skills on the Russian labor market," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 53, pages 55-72.
    6. T. M. Maleva & A. Ya. Burdyak, 2019. "Territorial Mobility of the Russian Population in the Context of Social Dynamics," Regional Research of Russia, Springer, vol. 9(4), pages 350-358, October.
    7. Vladimir Gimpelson, 2019. "Age and Wage: Stylized Facts and Russian Evidence," HSE Economic Journal, National Research University Higher School of Economics, vol. 23(2), pages 185-237.
    8. Vasyltsiv, Taras & Lupak, Ruslan & Kunytska-Iliash, Marta & Levytska, Olha & Mulska, Olha, 2020. "Інструменти Регіональної Політики Збереження Людського Ресурсу Засобами Регулювання Зовнішньої Міграції Молоді Сільських Територій Карпатського Регіону," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 6(3), September.
    9. Hooijen, Inge & Bijlsma, Ineke & Cörvers, Frank & Poulissen, Davey, 2020. "The geographical psychology of recent graduates in the Netherlands: Relating environmental factors and personality traits to location choice," ROA Research Memorandum 001, Maastricht University, Research Centre for Education and the Labour Market (ROA).

    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. Ayhan, Sinem H. & Gatskova, Kseniia & Lehmann, Hartmut, 2020. "The impact of non-cognitive skills and risk preferences on rural-to-urban migration in Ukraine," Journal of Comparative Economics, Elsevier, vol. 48(1), pages 144-162.
    2. Armin Falk & Fabian Kosse & Pia Pinger & Hannah Schildberg-Hörisch & Thomas Deckers, 2021. "Socioeconomic Status and Inequalities in Children’s IQ and Economic Preferences," Journal of Political Economy, University of Chicago Press, vol. 129(9), pages 2504-2545.
    3. Thiel, Hendrik & Thomsen, Stephan L., 2013. "Noncognitive skills in economics: Models, measurement, and empirical evidence," Research in Economics, Elsevier, vol. 67(2), pages 189-214.
    4. Fabian Kosse & Thomas Deckers & Pia Pinger & Hannah Schildberg-Hörisch & Armin Falk, 2020. "The Formation of Prosociality: Causal Evidence on the Role of Social Environment," Journal of Political Economy, University of Chicago Press, vol. 128(2), pages 434-467.
    5. Calero, Carla & Gonzalez Diez, Veronica & Soares, Yuri S.D. & Kluve, Jochen & Corseuil, Carlos Henrique, 2017. "Can arts-based interventions enhance labor market outcomes among youth? Evidence from a randomized trial in Rio de Janeiro," Labour Economics, Elsevier, vol. 45(C), pages 131-142.
    6. Hille, Adrian & Schupp, Jürgen, 2015. "How Learning a Musical Instrument Affects the Development of Skills," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 44, pages 56-82.
    7. Breitkopf, Laura & Chowdhury, Shyamal & Priyam, Shambhavi & Schildberg-Hörisch, Hannah & Sutter, Matthias, 2024. "Do Economic Preferences of Children Predict Behavior?," IZA Discussion Papers 16834, Institute of Labor Economics (IZA).
    8. Laura Breitkopf & Shyamal Chowdhury & Shambhavi Priyam & Hannah Schildberg-Hörisch & Matthias Sutter, 2024. "Do economic preferences of children predict behavior?," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2024_09, Max Planck Institute for Research on Collective Goods.
    9. Kautz, Tim & Heckman, James J. & Diris, Ron & ter Weel, Bas & Borghans, Lex, 2014. "Fostering and Measuring Skills: Improving Cognitive and Non-Cognitive Skills to Promote Lifetime Success," IZA Discussion Papers 8696, Institute of Labor Economics (IZA).
    10. James Heckman & Tim Kautz, 2013. "Fostering and Measuring Skills: Interventions That Improve Character and Cognition," Working Papers 2013-019, Human Capital and Economic Opportunity Working Group.
    11. Elkins, Rosemary & Schurer, Stefanie, 2018. "Exploring the Role of Fathers in Non-Cognitive Skill Development over the Lifecourse," IZA Discussion Papers 11451, Institute of Labor Economics (IZA).
    12. Didier Fouarge & Merve Nezihe Özer & Philipp Seegers, 2019. "Personality traits, migration intentions, and cultural distance," Papers in Regional Science, Wiley Blackwell, vol. 98(6), pages 2425-2454, December.
    13. Rosemary Elkins & Stefanie Schurer, 2020. "Exploring the role of parental engagement in non-cognitive skill development over the lifecourse," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(3), pages 957-1004, July.
    14. Daniel Crown & Masood Gheasi & Alessandra Faggian, 2020. "Interregional mobility and the personality traits of migrants," Papers in Regional Science, Wiley Blackwell, vol. 99(4), pages 899-914, August.
    15. Breitkopf, Laura & Chowdhury, Shyamal K. & Priyam, Shambhavi & Schildberg-Hörisch, Hannah & Sutter, Matthias, 2020. "Do economic preferences of children predict behavior?," DICE Discussion Papers 342, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    16. Akgüç, Mehtap & Liu, Xingfei & Tani, Massimiliano & Zimmermann, Klaus F., 2016. "Risk attitudes and migration," China Economic Review, Elsevier, vol. 37(C), pages 166-176.
    17. Carla Calero & Veronica Gonzales & Yuri Soares & Jochen Kluve & Carlos Henrique Corseuilt, 2014. "Can Arts-Based Interventions Enhance Labor Market Outcomes among Youth? Evidence from a Randomized Trial in Rio de Janeiro," Ruhr Economic Papers 0486, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    18. Schurer, Stefanie, 2017. "Bouncing back from health shocks: Locus of control and labor supply," Journal of Economic Behavior & Organization, Elsevier, vol. 133(C), pages 1-20.
    19. Armin Falk & Fabian Kosse, 2016. "Early childhood environment, breastfeeding and the formation of preferences," Working Papers 2016-036, Human Capital and Economic Opportunity Working Group.
    20. Laura Breitkopf & Shyamal Chowdhury & Shambhavi Priyam & Hannah Schildberg-Hörisch & Matthias Sutter, 2024. "Do Economic Preferences of Children Predict Behavior?," CESifo Working Paper Series 10988, CESifo.

    More about this item

    Keywords

    migration; non-cognitive skills; Big Five; risk attitudes;
    All these keywords.

    JEL classification:

    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

    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:dp10982. 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.