IDEAS home Printed from https://ideas.repec.org/p/wiw/wiwrsa/ersa11p1016.html
   My bibliography  Save this paper

The Non-linearity of the Relationship between Human Capital and Exports in Brazil – evidences of regional differences

Author

Listed:
  • Gilberto Fraga
  • Carlos Bacha

Abstract

The study of Brazilian export determinants is a very important issue to policy-markers, principally when the export determinants are different among the Brazilian states or regions. Human capital (measured by the average level of employee formal schooling) has been one of these determinants and this paper, basing on Dixit and Woodland (1982) model, aims to evaluate the role played by human capital in the evolution of Brazilian states exports from 1995 to 2006, highlighting the differences among Brazilian states and/or regions. The empirical analysis is implemented by running regression of the data organized into a panel and considering the fixed effects (i.e., the amenities) among the 27 Brazilian states. The findings are consistent with the selected theoretical model and suggest that human capital has a non-linear effect on exports. The latter suggests the continuous improvement in the worker skill should not be neglected by public policies aimed at increasing the foreign trade of Brazilian states, but the unique characteristics of these states must be taken into account.

Suggested Citation

  • Gilberto Fraga & Carlos Bacha, 2011. "The Non-linearity of the Relationship between Human Capital and Exports in Brazil – evidences of regional differences," ERSA conference papers ersa11p1016, European Regional Science Association.
  • Handle: RePEc:wiw:wiwrsa:ersa11p1016
    as

    Download full text from publisher

    File URL: https://www-sre.wu.ac.at/ersa/ersaconfs/ersa11/e110830aFinal01016.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Corvers, Frank & de Grip, Andries, 1997. "Explaining trade in industrialized countries by country-specific human capital endowments," Economic Modelling, Elsevier, vol. 14(3), pages 395-416, July.
    2. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    3. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    4. Chuang, Yih-chyi, 2000. "Human Capital, Exports, and Economic Growth: A Causality Analysis for Taiwan, 1952-1995," Review of International Economics, Wiley Blackwell, vol. 8(4), pages 712-720, November.
    5. Dixit, Avinash & Woodland, Alan, 1982. "The relationship between factor endowments and commodity trade," Journal of International Economics, Elsevier, vol. 13(3-4), pages 201-214, November.
    6. Baltagi, Badi H. & Li, Qi, 1995. "Testing AR(1) against MA(1) disturbances in an error component model," Journal of Econometrics, Elsevier, vol. 68(1), pages 133-151, July.
    7. Courakis, Anthony S, 1991. "Labour Skills and Human Capital in the Explanation of Trade Patterns," Oxford Economic Papers, Oxford University Press, vol. 43(3), pages 443-462, July.
    8. Yih‐chyi Chuang, 2000. "Human Capital, Exports, and Economic Growth: A Causality Analysis for Taiwan, 1952–1995," Review of International Economics, Wiley Blackwell, vol. 8(4), pages 712-720, November.
    9. Baltagi, Badi H. & Li, Qi, 1991. "A joint test for serial correlation and random individual effects," Statistics & Probability Letters, Elsevier, vol. 11(3), pages 277-280, March.
    10. A. D. Woodland, 1980. "Direct and Indirect Trade Utility Functions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(5), pages 907-926.
    11. Farok J. Contractor & Susan M. Mudambi, 2008. "The influence of human capital investment on the exports of services and goods: An analysis of the top 25 services outsourcing countries," Management International Review, Springer, vol. 48(4), pages 433-445, April.
    12. David M. Drukker, 2003. "Testing for serial correlation in linear panel-data models," Stata Journal, StataCorp LP, vol. 3(2), pages 168-177, June.
    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. Croissant, Yves & Millo, Giovanni, 2008. "Panel Data Econometrics in R: The plm Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i02).
    2. Hasan Vergil & Fuat Sekmen & Haşmet Gökirmak & Sukru Apaydin, 2022. "2008 financial crisis and income distribution in Turkey," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(4), pages 2627-2643, August.
    3. repec:jss:jstsof:27:i02 is not listed on IDEAS
    4. Ball, V. Eldon & San Juan, Carlos & Ulloa, Camilo A., 2011. "Agricultural productivity in the United States: catching-up and the business cycle," UC3M Working papers. Economics we1116, Universidad Carlos III de Madrid. Departamento de Economía.
    5. Dasgupta,Basab & Lall,Somik V. & Lozano Gracia,Nancy, 2014. "Urbanization and housing investment," Policy Research Working Paper Series 115004, The World Bank.
    6. Subir Sen & S Madheswaran, 2013. "Regional determinants of life insurance consumption: evidence from selected Asian economies," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 27(2), pages 86-103, November.
    7. Kalinowski Sławomir & Puziak Marcin, 2018. "Does a Financial Crisis Affect Operating Risk? Evidence from Polish Listed Companies," Economics and Business Review, Sciendo, vol. 4(1), pages 64-85, April.
    8. Fabrício J. Missio & Frederico G. Jayme Jr. & Gustavo Britto & José Luis Oreiro, 2015. "Real Exchange Rate and Economic Growth: New Empirical Evidence," Metroeconomica, Wiley Blackwell, vol. 66(4), pages 686-714, November.
    9. Taiwo, Kayode, 2020. "The effect of decentralisation on access to sanitation and water services: An empirical test using international data," MPRA Paper 105426, University Library of Munich, Germany.
    10. Tian Xiong & Kaan Celebi & Paul J. J. Welfens, 2022. "OECD countries’ twin long-run challenge: The impact of aging dynamics and increasing natural disasters on savings ratios," International Economics and Economic Policy, Springer, vol. 19(4), pages 741-759, October.
    11. Bera, Anil K. & Sosa-Escudero, Walter & Yoon, Mann, 2001. "Tests for the error component model in the presence of local misspecification," Journal of Econometrics, Elsevier, vol. 101(1), pages 1-23, March.
    12. Korkeamäki, Lauri & Kohtamäki, Marko & Parida, Vinit, 2021. "Worth the risk? The profit impact of outcome-based service offerings for manufacturing firms," Journal of Business Research, Elsevier, vol. 131(C), pages 92-102.
    13. Rafet Aktas & Suleyman AÇIKALIN & Bilge Bakin & Gokhan Celik, 2015. "The Determinants of Banks’ Capital Adequacy Ratio: Some Evidence from South Eastern European Countries," Journal of Economics and Behavioral Studies, AMH International, vol. 7(1), pages 79-88.
    14. Nora Abu Asab & Juan Carlos Cuestas, 2017. "The Credibility of a Soft Pegged Exchange Rate in Emerging Market Economies: Evidence from a Panel Data Study," Annals of Economics and Finance, Society for AEF, vol. 18(1), pages 29-51, May.
    15. Ulrich Gunter & Egon Smeral, 2016. "The decline of tourism income elasticities in a global context," Tourism Economics, , vol. 22(3), pages 466-483, June.
    16. Ashwini Deshpande & Thomas E. Weisskopf, 2010. "Does Affirmative Action Affect Productivity In The Indian Railways?," Working papers 185, Centre for Development Economics, Delhi School of Economics.
    17. Wu, Jianhong & Zhu, Lixing, 2011. "Testing for serial correlation and random effects in a two-way error component regression model," Economic Modelling, Elsevier, vol. 28(6), pages 2377-2386.
    18. Riza Bayrak, Halim Tatli, 2018. "The Determinants of Youth Unemployment: A Panel Data Analysis of OECD Countries," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 15(2), pages 231-248, December.
    19. Ball, V. Eldon & San Juan, Carlos & Ulloa, Camilo, 2012. "State Productivity Growth: Catching Up and the Business Cycle," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 123334, Agricultural and Applied Economics Association.
    20. Konstantinos Bletsas & Georgios Oikonomou & Minas Panagiotidis & Eleftherios Spyromitros, 2022. "Carbon Dioxide and Greenhouse Gas Emissions: The Role of Monetary Policy, Fiscal Policy, and Institutional Quality," Energies, MDPI, vol. 15(13), pages 1-24, June.
    21. Jarosław M. Nazarczuk & Stanisław Umiński & Tomasz Brodzicki, 2020. "Determinants of the spatial distribution of exporters in regions: the role of ownership," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 64(3), pages 547-574, June.

    More about this item

    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:wiw:wiwrsa:ersa11p1016. 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: Gunther Maier (email available below). General contact details of provider: http://www.ersa.org .

    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.