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Productivity, structural change and skills dynamics: Evidence from a half century analysis in Tunisia and Turkey

Author

Listed:
  • Gunes Asik

    (Tobb Economics and Technology University, Turkey)

  • Ulas Karakoc

    (Humboldt University Berlin, Germany)

  • Mohamed Ali Marouani

    (UMR « Développement et Société », IEDES / Université Paris1-Panthéon-Sorbonne, PSL, Université Paris-Dauphine, LEDa, IRD UMR DIAL)

  • Michelle Marshalian

    (University of Paris, Dauphine (PSL) and DIAL, France)

Abstract

This article explores the contribution of structural change and the skill upgrading of the labor force to productivity in Tunisia and Turkey in the institutional context of the post-World War II period. Our growth decomposition shows that productivity is mainly explained by intra-industry changes for both countries during the import substitution period. Structural change played an important role in Turkey for a longer period of time than in Tunisia. Based on an instrumental variable regression setting, we find evidence that overall, the change in the share of high-educated workers had a causal impact on productivity levels in Turkey, but no such relation was found in Tunisia. Secondly, we show that this productivity increase has mainly been driven by the reallocation of higher educated labor between sectors rather than the absorption of highly educated workers within sectors. In Tunisia we do not find evidence of links between education demand and productivity. Moreover, the evidence from the instrumental variable regressions show that when we exclude the government sector in Tunisia, the overall skills upgrading is negatively associated with productivity growth, suggesting a downward return to educated labor demand over time.

Suggested Citation

  • Gunes Asik & Ulas Karakoc & Mohamed Ali Marouani & Michelle Marshalian, 2019. "Productivity, structural change and skills dynamics: Evidence from a half century analysis in Tunisia and Turkey," Working Papers DT/2019/06, DIAL (Développement, Institutions et Mondialisation).
  • Handle: RePEc:dia:wpaper:dt2019-06
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    1. L. Rachel Ngai & Christopher A. Pissarides, 2007. "Structural Change in a Multisector Model of Growth," American Economic Review, American Economic Association, vol. 97(1), pages 429-443, March.
    2. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    3. Margarida Duarte & Diego Restuccia, 2010. "The Role of the Structural Transformation in Aggregate Productivity," The Quarterly Journal of Economics, Oxford University Press, vol. 125(1), pages 129-173.
    4. Restuccia, Diego & Yang, Dennis Tao & Zhu, Xiaodong, 2008. "Agriculture and aggregate productivity: A quantitative cross-country analysis," Journal of Monetary Economics, Elsevier, vol. 55(2), pages 234-250, March.
    5. McMillan, Margaret & Rodrik, Dani & Verduzco-Gallo, Íñigo, 2014. "Globalization, Structural Change, and Productivity Growth, with an Update on Africa," World Development, Elsevier, vol. 63(C), pages 11-32.
    6. Margaret S. McMillan & Dani Rodrik, 2011. "Globalization, Structural Change and Productivity Growth," NBER Working Papers 17143, National Bureau of Economic Research, Inc.
    7. Mohamed Ali Marouani & Rim Mouelhi, 2016. "Contribution of Structural Change to Productivity Growth: Evidence from Tunisia," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 25(1), pages 110-132.
    8. Zsófia L. Bárány & Christian Siegel, 2018. "Job Polarization and Structural Change," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(1), pages 57-89, January.
    9. Diego F. Angel-Urdinola & Antonio Nucifora & David Robalino, 2015. "Labor Policy to Promote Good Jobs in Tunisia : Revisiting Labor Regulation, Social Security, and Active Labor Market Programs," World Bank Publications - Books, The World Bank Group, number 20604, December.
    10. Schimmelpfennig, Axel, 1998. "Skill-biased technical change vs. structural change: Insights from a new view of the structure of an economy," Kiel Working Papers 868, Kiel Institute for the World Economy (IfW Kiel).
    11. Eli Bekman & John Bound & Stephen Machin, 1998. "Implications of Skill-Biased Technological Change: International Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1245-1279.
    12. Francisco J Buera & Joseph P Kaboski & Richard Rogerson & Juan I Vizcaino, 2022. "Skill-Biased Structural Change [“Skills, Tasks and Technologies: Implications for Employment and Earnings”]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(2), pages 592-625.
    13. Lutz Hendricks, 2010. "Cross-country variation in educational attainment: structural change or within-industry skill upgrading?," Journal of Economic Growth, Springer, vol. 15(3), pages 205-233, September.
    14. Daron Acemoglu & Pascual Restrepo, 2022. "Demographics and Automation [Automation and Demographic Change]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 1-44.
    15. Tomasz Swiecki, 2017. "Determinants of Structural Change," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 24, pages 95-131, March.
    16. Rijkers, Bob & Freund, Caroline & Nucifora, Antonio, 2017. "All in the family: State capture in Tunisia," Journal of Development Economics, Elsevier, vol. 124(C), pages 41-59.
    17. Rijkers, Bob & Arouri, Hassen & Freund, Caroline & Nucifora, Antonio, 2014. "Which firms create the most jobs in developing countries? Evidence from Tunisia," Labour Economics, Elsevier, vol. 31(C), pages 84-102.
    18. Roberta Gatti & Matteo Morgandi & Rebekka Grun & Stefanie Brodmann & Diego Angel-Urdinola & Juan Manuel Moreno & Daniela Marotta & Marc Schiffbauer & Elizabeth Mata Lorenzo, 2013. "Jobs for Shared Prosperity : Time for Action in the Middle East and North Africa," World Bank Publications - Books, The World Bank Group, number 13284, December.
    19. Francesco Caselli & Wilbur John Coleman II, 2001. "The U.S. Structural Transformation and Regional Convergence: A Reinterpretation," Journal of Political Economy, University of Chicago Press, vol. 109(3), pages 584-616, June.
    20. Daron Acemoglu & Pascual Restrepo, 2018. "Demographics and Automation," Boston University - Department of Economics - Working Papers Series dp-299, Boston University - Department of Economics.
    21. Teixeira, Aurora A.C. & Queirós, Anabela S.S., 2016. "Economic growth, human capital and structural change: A dynamic panel data analysis," Research Policy, Elsevier, vol. 45(8), pages 1636-1648.
    22. Dieterle, Steven G. & Snell, Andy, 2016. "A simple diagnostic to investigate instrument validity and heterogeneous effects when using a single instrument," Labour Economics, Elsevier, vol. 42(C), pages 76-86.
    23. Sonia Naccache, 2009. "The Political Economy of Trade Policy in Tunisia," Middle East Development Journal, Taylor & Francis Journals, vol. 1(1), pages 31-58, January.
    24. Sonia Naccache, 2009. "The Political Economy Of Trade Policy In Tunisia," Middle East Development Journal (MEDJ), World Scientific Publishing Co. Pte. Ltd., vol. 1(01), pages 31-58.
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    More about this item

    Keywords

    Productivity; Skills; Structural change; Tunisia; Turkey; MENA.;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • L16 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Industrial Organization and Macroeconomics; Macroeconomic Industrial Structure
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa
    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries
    • N15 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - Asia including Middle East
    • N17 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - Africa; Oceania

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