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The Role of Schooling in Struggling with the Middle-Income Trap: Dynamic Panel Data Analysis

Author

Listed:
  • Umit BULUT
  • Ahsen Seda BULUT

    (Ahi Evran University, Turkey)

Abstract

This paper aims at examining the relationship between average years of total schooling and GDP per capita for six middle-income countries over the period 1950-2010. To this end, the paper employs panel FMOLS and panel DOLS estimators and panel Granger causality test based on vector error correction model. According to the output from estimations, GDP per capita is positively related to average years of total schooling and there is a bidirectional causality between variables. In conclusion, the paper argues that average years of schooling of people should be increased to struggle with the middle-income trap.

Suggested Citation

  • Umit BULUT & Ahsen Seda BULUT, 2015. "The Role of Schooling in Struggling with the Middle-Income Trap: Dynamic Panel Data Analysis," Journal of Social and Administrative Sciences, KSP Journals, vol. 2(4), pages 205-215, December.
    • Handle: RePEc:ksp:journ4:v:2:y:2015:i:4:p:205-215
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    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Eric A. Hanushek & Ludger Woessmann, 2011. "How much do educational outcomes matter in OECD countries? [‘Accountability and flexibility in public schools: Evidence from Boston’s charters and pilots’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(67), pages 427-491.
    3. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    4. Asteriou, D. & Agiomirgianakis, G. M., 2001. "Human capital and economic growth: Time series evidence from Greece," Journal of Policy Modeling, Elsevier, vol. 23(5), pages 481-489, July.
    5. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    6. repec:eab:develo:23424 is not listed on IDEAS
    7. Rioja, Felix & Valev, Neven, 2004. "Does one size fit all?: a reexamination of the finance and growth relationship," Journal of Development Economics, Elsevier, vol. 74(2), pages 429-447, August.
    8. Gökhan YILMAZ, 2015. "Turkish Middle Income Trap and Less Skilled Human Capital," Iktisat Isletme ve Finans, Bilgesel Yayincilik, vol. 30(346), pages 9-36.
    9. B. Can Karahasan & Enrique López-Bazo, 2013. "The Spatial Distribution of Human Capital," International Regional Science Review, , vol. 36(4), pages 451-480, October.
    10. Apergis, Nicholas & Payne, James E., 2009. "Energy consumption and economic growth: Evidence from the Commonwealth of Independent States," Energy Economics, Elsevier, vol. 31(5), pages 641-647, September.
    11. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    12. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    13. Breton, Theodore R., 2011. "The quality vs. the quantity of schooling: What drives economic growth?," Economics of Education Review, Elsevier, vol. 30(4), pages 765-773, August.
    14. Indermit Gill & Homi Kharas, 2007. "An East Asian Renaissance : Ideas for Economic Growth," World Bank Publications - Books, The World Bank Group, number 6798.
    15. Peter Pedroni, 2000. "Fully Modified OLS for Heterogeneous Cointegrated Panels," Department of Economics Working Papers 2000-03, Department of Economics, Williams College.
    16. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    17. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    18. Bloom, David E. & Canning, David & Sevilla, Jaypee, 2004. "The Effect of Health on Economic Growth: A Production Function Approach," World Development, Elsevier, vol. 32(1), pages 1-13, January.
    19. Theodore W. Schultz, 1962. "Reflections on Investment in Man," NBER Chapters, in: Investment in Human Beings, pages 1-8, National Bureau of Economic Research, Inc.
    20. Jerik Hanushek & Dennis Kimko, 2006. "Schooling, Labor-force Quality, and the Growth of Nations," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 154-193.
    21. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    22. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    23. Homi Kharas & Harinder Kohli, 2011. "What Is the Middle Income Trap, Why do Countries Fall into It, and How Can It Be Avoided?," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 3(3), pages 281-289, September.
    24. Felipe, Jesus, 2012. "Tracking the Middle-Income Trap: What is It, Who is in It, and Why? Part 2," ADB Economics Working Paper Series 307, Asian Development Bank.
    25. Barry Eichengreen & Donghyun Park & Kwanho Shin, 2013. "Growth Slowdowns Redux: New Evidence on the Middle-Income Trap," NBER Working Papers 18673, National Bureau of Economic Research, Inc.
    26. Enrique López-Bazo & Burhan Can Karahasan, 2011. "The Spatial Distribution of Human Capital: Can It Really Be Explained by Regional Differences in Market Access?," ERSA conference papers ersa11p1122, European Regional Science Association.
    27. repec:bla:scotjp:v:48:y:2001:i:4:p:383-99 is not listed on IDEAS
    28. Felipe, Jesus, 2012. "Tracking the Middle-Income Trap: What is It, Who is in It, and Why? Part 1," ADB Economics Working Paper Series 306, Asian Development Bank.
    29. repec:eab:tradew:23424 is not listed on IDEAS
    30. Tho, Tran Van, 2013. "The Middle-Income Trap: Issues for Members of the Association of Southeast Asian Nations," ADBI Working Papers 421, Asian Development Bank Institute.
    31. Romer, Paul M., 1990. "Human capital and growth: Theory and evidence," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 32(1), pages 251-286, January.
    32. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    33. repec:eab:macroe:23424 is not listed on IDEAS
    34. Jesus Felipe & Arnelyn Abdon & Utsav Kumar, 2012. "Tracking the Middle-income Trap: What Is It, Who Is in It, and Why?," Economics Working Paper Archive wp_715, Levy Economics Institute.
    35. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    36. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    37. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
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    More about this item

    Keywords

    Middle-income trap; Human capital; Schooling; GDP per capita; Panel data analysis.;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • 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

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