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The Role Of Skill Enhancing Trade In Brazil: Some Evidence From Microdata

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  • Bruno César Araújo
  • Marco Vivarelli
  • FrancescoBogliacino

Abstract

Brazil was characterised by a marked process of trade liberalisation in the 1990s, resulting in a dramatic increase in the volumes of exports and imports since the year 2000. Over the same period, the relative demand for skilled labour has increased substantially. To investigate whether these two simultaneous phenomena are linked is the purpose of this paper. More in particular, this study focuses on the impact of trade openness and technology transfer on the relative demand for skilled labour in Brazilian manufacturing firms, using a unique panel database (resulting from merging three different statistical sources) of Brazilian manufacturing firms over the period 1997-2005. Descriptive statistics show that the increase in the relative demand for skilled labour was mainly driven by the within-industry variation, supporting the hypothesis that technology (and in particular technological transfer from richer countries) may have played a role in determining the skill-upgrading of Brazilian manufacturing firms. The econometric results further support this hypothesis. Indeed, the estimations show that domestic capital is a complement of the skilled workers and that imported capital goods clearly act as a skill-enhancing component of trade. Hence, our results support the view that embodied technological change through the importation of capital goods has involved a clear skill-biased impact in Brazilian manufacturing.
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  • Bruno César Araújo & Marco Vivarelli & FrancescoBogliacino, 2011. "The Role Of Skill Enhancing Trade In Brazil: Some Evidence From Microdata," Anais do XXXVII Encontro Nacional de Economia [Proceedings of the 37th Brazilian Economics Meeting] 143, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
  • Handle: RePEc:anp:en2009:143
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    1. Meschi, Elena & Taymaz, Erol & Vivarelli, Marco, 2008. "Trade Openness and the Demand for Skills: Evidence from Turkish Microdata," IZA Discussion Papers 3887, Institute of Labor Economics (IZA).
    2. Van Reenen, John, 1997. "Employment and Technological Innovation: Evidence from U.K. Manufacturing Firms," Journal of Labor Economics, University of Chicago Press, vol. 15(2), pages 255-284, April.
    3. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    4. Davis, Donald, 1996. "Trade Liberalization And Income Distribution," Harvard Institute for International Development (HIID) Papers 294371, Harvard University, Kennedy School of Government.
    5. Robbins, Donald J., 2003. "The impact of trade liberalization upon inequality in developing countries : a review of theory and evidence," ILO Working Papers 993650553402676, International Labour Organization.
    6. Marco Manacorda & Carolina Sanchez-Paramo & Norbert Schady, 2010. "Changes in Returns to Education in Latin America: The Role of Demand and Supply of Skills," ILR Review, Cornell University, ILR School, vol. 63(2), pages 307-326, January.
    7. Carmen Pagés-Serra, 2000. "The Cost of Job Security Regulation: Evidence from Latin American Labor Markets," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2000), pages 109-154, August.
    8. Zvi Eckstein & Eva Nagypal, 2004. "The evolution of U.S. earnings inequality: 1961?2002," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 28(Dec), pages 10-29.
    9. Donald Robbins, 2003. "The impact of trade liberalization upon inequality in developing countries - A review of theory and evidence-," Documentos de Economía 3601, Universidad Javeriana - Bogotá.
    10. Katz, Lawrence F. & Autor, David H., 1999. "Changes in the wage structure and earnings inequality," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 26, pages 1463-1555, Elsevier.
    11. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    12. Piva, Mariacristina & Santarelli, Enrico & Vivarelli, Marco, 2005. "The skill bias effect of technological and organisational change: Evidence and policy implications," Research Policy, Elsevier, vol. 34(2), pages 141-157, March.
    13. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    14. repec:dau:papers:123456789/10093 is not listed on IDEAS
    15. Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(2), pages 385-406, June.
    16. David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
    17. Donald R. Davis, 1996. "Trade Liberalization and Income Distribution," Harvard Institute of Economic Research Working Papers 1769, Harvard - Institute of Economic Research.
    18. Berman, Eli & Machin, Stephen, 2000. "Skill-Based Technology Transfer around the World," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 16(3), pages 12-22, Autumn.
    19. Eli Berman & John Bound & Zvi Griliches, 1993. "Changes in the Demand for Skilled Labor within U.S. Manufacturing Industries: Evidence from the Annual Survey of Manufacturing," NBER Working Papers 4255, National Bureau of Economic Research, Inc.
    20. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    21. Eddy LEE & Marco VIVARELLI, 2006. "The social impact of globalization in the developing countries," International Labour Review, International Labour Organization, vol. 145(3), pages 167-184, September.
    22. Gordon H. Hanson & Ann Harrison, 2022. "Trade Liberalization And Wage Inequality In Mexico," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 3, pages 43-60, World Scientific Publishing Co. Pte. Ltd..
    23. Eli Berman & John Bound & Zvi Griliches, 1994. "Changes in the Demand for Skilled Labor within U. S. Manufacturing: Evidence from the Annual Survey of Manufactures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 367-397.
    24. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    25. Stephen Machin & John Van Reenen, 1998. "Technology and Changes in Skill Structure: Evidence from Seven OECD Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1215-1244.
    26. Eve Caroli & John Van Reenen, 2001. "Skill-Biased Organizational Change? Evidence from A Panel of British and French Establishments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1449-1492.
    27. Daron Acemoglu, 2003. "Patterns of Skill Premia," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 199-230.
    28. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    29. Richard B. Freeman, 1995. "Are Your Wages Set in Beijing?," Journal of Economic Perspectives, American Economic Association, vol. 9(3), pages 15-32, Summer.
    30. Donald R. Davis & David E. Weinstein & Scott C. Bradford & Kazushige Shimpo, 1996. "The Heckscher-Ohlin-Vanek Model of Trade: Why Does It Fail? When Does It Work?," NBER Working Papers 5625, National Bureau of Economic Research, Inc.
    31. Aguirregabiria, Victor & Alonso-Borrego, Cesar, 1997. "Employment Occupational Structure, Technological Capital and Reorganization of Production," University of Western Ontario, Departmental Research Report Series 9703, University of Western Ontario, Department of Economics.
    32. Menezes Filho, N. A. & Giovannetti, Bruno, 2006. "Trade Liberalization and Demand for Skill in Brazil," Insper Working Papers wpe_57, Insper Working Paper, Insper Instituto de Ensino e Pesquisa.
    33. Meschi, Elena & Vivarelli, Marco, 2009. "Trade and Income Inequality in Developing Countries," World Development, Elsevier, vol. 37(2), pages 287-302, February.
    34. Stephen Nickell, 1984. "An Investigation of the Determinants of Manufacturing Employment in the United Kingdom," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(4), pages 529-557.
    35. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    36. repec:ilo:ilowps:365055 is not listed on IDEAS
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    2. Cantore, Nicola & Clara, Michele & Lavopa, Alejandro & Soare, Camelia, 2017. "Manufacturing as an engine of growth: Which is the best fuel?," Structural Change and Economic Dynamics, Elsevier, vol. 42(C), pages 56-66.
    3. Zewdie Habte Shikur, 2020. "Industrial policy measure and economic structure in Ethiopia: the case of Oromia region," International Journal of Economic Policy Studies, Springer, vol. 14(1), pages 255-274, February.
    4. Norhanishah Mohamad Yunus, 2020. "Determinants of Foreign Direct Investment: An Analysis on Policy Variables in the Malaysian Manufacturing Industry," International Journal of Asian Social Science, Asian Economic and Social Society, vol. 10(12), pages 746-760, December.
    5. Norhanishah Mohamad Yunus & Tajul Ariffin Masron, 2020. "Spillover Effects of Inward Foreign Direct Investment on Labour Productivity: An Analysis on Skill Composition in Manufacturing Industry," International Journal of Asian Social Science, Asian Economic and Social Society, vol. 10(10), pages 593-611, October.
    6. Chahir Zaki, 2011. "On Trade Policies and Wage Disparity in Egypt: Evidence from Microeconomic Data," Working Papers 606, Economic Research Forum, revised 08 Jan 2011.
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    8. Ahmed Fayez Abdelgouad, 2016. "Exporting and Workforce Skills-Intensity in the Egyptian Manufacturing Firms: Empirical Evidence Using World Bank Firm-Level Data for Egypt," Working Paper Series in Economics 358, University of Lüneburg, Institute of Economics.
    9. Lanouar Charfeddine & Zouhair Mrabet, 2015. "Trade liberalization and relative employment: further evidence from Tunisia," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 5(1), pages 173-202, June.

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    More about this item

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O54 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Latin America; Caribbean
    • F16 - International Economics - - Trade - - - Trade and Labor Market Interactions

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