IDEAS home Printed from https://ideas.repec.org/a/spr/anresc/v68y2022i3d10.1007_s00168-021-01086-7.html
   My bibliography  Save this article

The parallel convergence of income and educational achievements: joint distribution dynamics

Author

Listed:
  • Piotr Tadeusz Wójcik

    (University of Warsaw)

Abstract

Human capital is an important factor of economic growth. Previous studies show that convergence patterns of income and education differ on a regional level. The purpose of this article is to verify whether there is statistical relationship between the patterns of educational achievements convergence and income convergence processes in Poland on the regional and local level. The paper describes and applies an innovative way for the formal verification of similarities in convergence patterns on the basis of transition matrices and kernel density estimation. The analysis is performed on Polish data for educational achievements (lagged exam results of 15-year old pupils) and income per capita worker on the regional and local level for the period 2003–2015. Despite the occurrence of (weak) convergence for both phenomena, each has a different course. Therefore, the processes of the income convergence and educational achievements convergence in Poland were not parallel.

Suggested Citation

  • Piotr Tadeusz Wójcik, 2022. "The parallel convergence of income and educational achievements: joint distribution dynamics," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 68(3), pages 527-548, June.
  • Handle: RePEc:spr:anresc:v:68:y:2022:i:3:d:10.1007_s00168-021-01086-7
    DOI: 10.1007/s00168-021-01086-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00168-021-01086-7
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s00168-021-01086-7?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Berry, Christopher R. & Glaeser, Edward L., 2005. "Divergence of Human Capital Levels across Cities," Working Paper Series rwp05-057, Harvard University, John F. Kennedy School of Government.
    2. Michael S. Delgado & Daniel J. Henderson & Christopher F. Parmeter, 2014. "Does Education Matter for Economic Growth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 334-359, June.
    3. Nicola Gennaioli & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2013. "Human Capital and Regional Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 105-164.
    4. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    5. Bickenbach, Frank & Bode, Eckhardt, 2001. "Markov or not Markov - this should be a question," Kiel Working Papers 1086, Kiel Institute for the World Economy (IfW Kiel).
    6. Alberto Dalmazzo & Guido De Blasio, 2005. "Where Do Human Capital Externalities End Up To?," ERSA conference papers ersa05p628, European Regional Science Association.
    7. Rauch James E., 1993. "Productivity Gains from Geographic Concentration of Human Capital: Evidence from the Cities," Journal of Urban Economics, Elsevier, vol. 34(3), pages 380-400, November.
    8. Johnson, Paul A., 2005. "A continuous state space approach to "Convergence by Parts"," Economics Letters, Elsevier, vol. 86(3), pages 317-321, March.
    9. Daron Acemoglu & Melissa Dell, 2010. "Productivity Differences between and within Countries," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 169-188, January.
    10. Christopher R. Berry & Edward L. Glaeser, 2005. "The divergence of human capital levels across cities," Papers in Regional Science, Wiley Blackwell, vol. 84(3), pages 407-444, August.
    11. N. Gregory Mankiw & David Romer & David Weil, 1990. "A Contribution to the Empirics of Economic Growth," Working Papers 1990-24, Brown University, Department of Economics.
    12. Schmid, Friedrich & Schmidt, Axel, 2006. "Nonparametric estimation of the coefficient of overlapping--theory and empirical application," Computational Statistics & Data Analysis, Elsevier, vol. 50(6), pages 1583-1596, March.
    13. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels Across Cities," NBER Working Papers 11617, National Bureau of Economic Research, Inc.
    14. Miss Randa Sab & Mr. Stephen C. Smith, 2001. "Human Capital Convergence: International Evidence," IMF Working Papers 2001/032, International Monetary Fund.
    15. Jørn Rattsø & Hildegunn Stokke, 2014. "Regional Convergence of Income and Education: Investigation of Distribution Dynamics," Urban Studies, Urban Studies Journal Limited, vol. 51(8), pages 1672-1685, June.
    16. Todd Schoellman, 2012. "Education Quality and Development Accounting," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 388-417.
    17. Bukowski, Paweł, 2019. "How history matters for student performance. lessons from the Partitions of Poland," Journal of Comparative Economics, Elsevier, vol. 47(1), pages 136-175.
    18. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    19. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    20. Quah, Danny, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," CEPR Discussion Papers 1586, C.E.P.R. Discussion Papers.
    21. Eric A. Hanushek, 2016. "Will more higher education improve economic growth?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 32(4), pages 538-552.
    22. Burgess, Simon, 2016. "Human Capital and Education: The State of the Art in the Economics of Education," IZA Discussion Papers 9885, Institute of Labor Economics (IZA).
    23. Maciej Jakubowski & Harry Anthony Patrinos & Emilio Ernesto Porta & Jerzy Wiśniewski, 2016. "The effects of delaying tracking in secondary school: evidence from the 1999 education reform in Poland," Education Economics, Taylor & Francis Journals, vol. 24(6), pages 557-572, November.
    24. Luca Flóra Drucker & Daniel Horn, 2016. "Decreased tracking, increased earning: Evidence from the comprehensive Polish educational reform of 1999," Budapest Working Papers on the Labour Market 1602, Institute of Economics, Centre for Economic and Regional Studies.
    25. Danny Quah, 1997. "Empirics for Growth and Distribution," CEP Discussion Papers dp0324, Centre for Economic Performance, LSE.
    26. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels across Cities," Harvard Institute of Economic Research Working Papers 2091, Harvard - Institute of Economic Research.
    27. Quah, Danny T, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," Journal of Economic Growth, Springer, vol. 2(1), pages 27-59, March.
    28. Wolff, Edward N., 2000. "Human capital investment and economic growth: exploring the cross-country evidence," Structural Change and Economic Dynamics, Elsevier, vol. 11(4), pages 433-472, December.
    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. Andrea Bonaccorsi & Daniele Biancardi & Mabel Sanchez Barrioluengo & Federico Biagi, 2019. "Study on Higher Education Institutions and Local Development," JRC Research Reports JRC117272, Joint Research Centre.
    2. Camilla Mastromarco & Léopold Simar, 2021. "Latent heterogeneity to evaluate the effect of human capital on world technology frontier," Journal of Productivity Analysis, Springer, vol. 55(2), pages 71-89, April.
    3. Paula Prenzel & Simona Iammarino, 2018. "Ageing labour: How does demographic change affect regional human capital?," Papers in Evolutionary Economic Geography (PEEG) 1832, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2018.
    4. Breinlich, Holger & Ottaviano, Gianmarco I.P. & Temple, Jonathan R.W., 2014. "Regional Growth and Regional Decline," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 4, pages 683-779, Elsevier.
    5. Kurt Geppert & Andreas Stephan, 2008. "Regional disparities in the European Union: Convergence and agglomeration," Papers in Regional Science, Wiley Blackwell, vol. 87(2), pages 193-217, June.
    6. Bibhudutta Panda, 2017. "Schooling and productivity growth: evidence from a dual growth accounting application to U.S. states," Journal of Productivity Analysis, Springer, vol. 48(2), pages 193-221, December.
    7. Sascha Sardadvar & Christian Reiner, 2017. "Does the presence of high-skilled employees increase total and high-skilled employment in the long run? Evidence from Austria," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 44(1), pages 59-89, February.
    8. Mastromarco, Camilla & Simar, Leopold, 2017. "Cross-Section Dependence and Latent Heterogeneity to Evaluate the Impact of Human Capital on Country Performance," LIDAM Discussion Papers ISBA 2017030, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    9. Jørn Rattsø & Hildegunn Stokke, 2014. "Regional Convergence of Income and Education: Investigation of Distribution Dynamics," Urban Studies, Urban Studies Journal Limited, vol. 51(8), pages 1672-1685, June.
    10. Winters, John V., 2014. "STEM graduates, human capital externalities, and wages in the U.S," Regional Science and Urban Economics, Elsevier, vol. 48(C), pages 190-198.
    11. Stefano Magrini & Alessandro Spiganti, 2024. "A tale of two cities: Communication, innovation, and divergence," Economic Inquiry, Western Economic Association International, vol. 62(1), pages 390-413, January.
    12. Südekum Jens, 2010. "Human Capital Externalities and Growth of High- and Low-Skilled Jobs," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 230(1), pages 92-114, February.
    13. Youngjin Woo & Euijune Kim & Jaewon Lim, 2017. "The Impact of Education and R&D Investment on Regional Economic Growth," Sustainability, MDPI, vol. 9(5), pages 1-18, April.
    14. Emanuela Marrocu & Raffaele Paci, 2011. "Education or just Creativity: what matters most for economic performance?," ERSA conference papers ersa11p199, European Regional Science Association.
    15. Emanuela Marrocu & Raffaele Paci, 2013. "Regional Development and Creativity," International Regional Science Review, , vol. 36(3), pages 354-391, July.
    16. Jaison Abel & Todd Gabe, 2011. "Human Capital and Economic Activity in Urban America," Regional Studies, Taylor & Francis Journals, vol. 45(8), pages 1079-1090.
    17. Ammar Malik & Andrew Crooks & Hilton Root & Melanie Swartz, 2015. "Exploring Creativity and Urban Development with Agent-Based Modeling," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 18(2), pages 1-12.
    18. Steven N. Durlauf & Andros Kourtellos & Chih Ming Tan, 2008. "Empirics of Growth and Development," Chapters, in: Amitava Krishna Dutt & Jaime Ros (ed.), International Handbook of Development Economics, Volumes 1 & 2, volume 0, chapter 3, Edward Elgar Publishing.
    19. Stöllinger, Roman, 2013. "International spillovers in a world of technology clubs," Structural Change and Economic Dynamics, Elsevier, vol. 27(C), pages 19-35.
    20. Fiaschi, Davide & Lavezzi, Andrea Mario, 2007. "Productivity polarization and sectoral dynamics in European regions," Journal of Macroeconomics, Elsevier, vol. 29(3), pages 612-637, September.

    More about this item

    JEL classification:

    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General

    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:spr:anresc:v:68:y:2022:i:3:d:10.1007_s00168-021-01086-7. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.