IDEAS home Printed from https://ideas.repec.org/p/ctl/louvir/2009013.html
   My bibliography  Save this paper

Brain drain in globalization A general equilibrium analysis from the sending countries’ perspective

Author

Listed:
  • Luca MARCHIORI

    (UNIVERSITE CATHOLIQUE DE LOUVAIN, Institut de Recherches Economiques et Sociales (IRES) and UNIVERSITY OF LUXEMBOURG, Faculty of Law, Economics and Finance)

  • I-Ling SHEN

    (UNIVERSITE CATHOLIQUE DE LOUVAIN, Institut de Recherches Economiques et Sociales (IRES), UNIVERSITY OF GENEVA, Department of Econometrics and Institute for the Study of Labor (IZA))

  • Frederic DOCQUIER

    (UNIVERSITE CATHOLIQUE DE LOUVAIN, Institut de Recherches Economiques et Sociales (IRES), Belgian National Fund of Scientific Research and Institute for the Study of Labor (IZA))

Abstract

The paper assesses the global effects of brain drain on developing economies and quantifies the relative sizes of various static and dynamic impacts. By constructing a unified generic framework characterized by overlapping generations dynamics and calibrated to real data, this study incorporates many direct impacts of brain drain whose interactions, along with other indirect effects, are endogenously and dynamically generated. Our findings suggest that the short-run impact of brain drain on resident human capital is extremely crucial, as it does not only determine the number of skilled workers available to domestic production, but it also affects the sending economy’s capacity to innovate or to adopt modern technologies. The latter impact plays an important role particularly in a globalized economy where capital investments are made in places with higher production efficiencies ceteris paribus. Hence, in spite of several empirically documented positive feedback effects, those countries with high skilled emigration rates are the most candid victims to brain drain since they are least likely to benefit from the “brain gain” effect, and thus suffering from declines of their resident human capital.

Suggested Citation

  • Luca MARCHIORI & I-Ling SHEN & Frederic DOCQUIER, 2009. "Brain drain in globalization A general equilibrium analysis from the sending countries’ perspective," LIDAM Discussion Papers IRES 2009013, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
  • Handle: RePEc:ctl:louvir:2009013
    as

    Download full text from publisher

    File URL: http://sites.uclouvain.be/econ/DP/IRES/2009013.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Michel Beine & Frédéric Docquier & Maurice Schiff, 2013. "International migration, transfer of norms and home country fertility," Canadian Journal of Economics, Canadian Economics Association, vol. 46(4), pages 1406-1430, November.
    2. David de la Croix & Frédéric Docquier, 2007. "School Attendance and Skill Premiums in France and the US: A General Equilibrium Approach," Fiscal Studies, Institute for Fiscal Studies, vol. 28(4), pages 383-416, December.
    3. Artjoms IVLEVS & Jaime DE MELO, 2015. "FDI, the Brain Drain and Trade: Channels and Evidence," World Scientific Book Chapters, in: Developing Countries in the World Economy, chapter 21, pages 533-551, World Scientific Publishing Co. Pte. Ltd..
    4. Wong, Kar-yiu & Yip, Chong Kee, 1999. "Education, economic growth, and brain drain," Journal of Economic Dynamics and Control, Elsevier, vol. 23(5-6), pages 699-726, April.
    5. Ottaviano, Gianmarco & Peri, Giovanni, 2008. "Immigration and National Wages: Clarifying the Theory and the Empirics," CEPR Discussion Papers 6916, C.E.P.R. Discussion Papers.
    6. David Card, 2009. "Immigration and Inequality," American Economic Review, American Economic Association, vol. 99(2), pages 1-21, May.
    7. Walmsley, Terrie L. & Winters, L. Alan, 2005. "Relaxing the Restrictions on the Temporary Movement of Natural Persons: A Simulation Analysis," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 20, pages 688-726.
    8. Giuliano, Paola & Ruiz-Arranz, Marta, 2009. "Remittances, financial development, and growth," Journal of Development Economics, Elsevier, vol. 90(1), pages 144-152, September.
    9. I-Ling Shen & Frédéric Docquier & Hillel Rapoport, 2010. "Remittances and inequality: a dynamic migration model," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(2), pages 197-220, June.
    10. Frédéric Docquier & Elisabetta Lodigiani, 2010. "Skilled Migration and Business Networks," Open Economies Review, Springer, vol. 21(4), pages 565-588, September.
    11. Miyagiwa, Kaz, 1991. "Scale Economies in Education and the Brain Drain Problem," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 32(3), pages 743-759, August.
    12. Frédéric Docquier & B. Lindsay Lowell & Abdeslam Marfouk, 2009. "A Gendered Assessment of Highly Skilled Emigration," Population and Development Review, The Population Council, Inc., vol. 35(2), pages 297-321, June.
    13. Faini, Riccardo, 2006. "Remittances and the Brain Drain," CEPR Discussion Papers 5720, C.E.P.R. Discussion Papers.
    14. Antonio Spilimbergo, 2009. "Democracy and Foreign Education," American Economic Review, American Economic Association, vol. 99(1), pages 528-543, March.
    15. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-563, July.
    16. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2006. "Growth, distance to frontier and composition of human capital," Journal of Economic Growth, Springer, vol. 11(2), pages 97-127, June.
    17. Elisabetta Lodigiani, 2008. "Diaspora Externalities and Technology Diffusion," Economie Internationale, CEPII research center, issue 115, pages 43-64.
    18. Beine, Michel & Docquier, Frederic & Rapoport, Hillel, 2001. "Brain drain and economic growth: theory and evidence," Journal of Development Economics, Elsevier, vol. 64(1), pages 275-289, February.
    19. Michael A. Clemens & Lant Pritchett, 2008. "Income per Natural: Measuring Development for People Rather Than Places," Population and Development Review, The Population Council, Inc., vol. 34(3), pages 395-434, September.
    20. Stark, Oded & Wang, Yong, 2002. "Inducing human capital formation: migration as a substitute for subsidies," Journal of Public Economics, Elsevier, vol. 86(1), pages 29-46, October.
    21. David de la Croix & Frédéric Docquier, 2007. "School Attendance and Skill Premiums in France and the US: A General Equilibrium Approach," Fiscal Studies, Institute for Fiscal Studies, vol. 28(4), pages 383-416, December.
    22. Hamada, Koichi & Bhagwati, Jagdish, 1975. "Domestic distortions, imperfect information and the brain drain," Journal of Development Economics, Elsevier, vol. 2(3), pages 265-279, September.
    23. Richard B. Freeman, 2006. "People Flows in Globalization," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 145-170, Spring.
    24. Juillard, Michel, 1996. "Dynare : a program for the resolution and simulation of dynamic models with forward variables through the use of a relaxation algorithm," CEPREMAP Working Papers (Couverture Orange) 9602, CEPREMAP.
    25. William R. Kerr, 2008. "Ethnic Scientific Communities and International Technology Diffusion," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 518-537, August.
    26. Stark, Oded & Wang, Yong, 2002. "Inducing human capital formation: migration as a substitute for subsidies," Journal of Public Economics, Elsevier, vol. 86(1), pages 29-46, October.
    27. Francesco Caselli & James Feyrer, 2007. "The Marginal Product of Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 535-568.
    28. Stark, Oded, 2004. "Rethinking the Brain Drain," World Development, Elsevier, vol. 32(1), pages 15-22, January.
    29. Daniel Chiquiar & Gordon H. Hanson, 2005. "International Migration, Self-Selection, and the Distribution of Wages: Evidence from Mexico and the United States," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 239-281, April.
    30. Mckenzie, David & Rapoport, Hillel, 2007. "Network effects and the dynamics of migration and inequality: Theory and evidence from Mexico," Journal of Development Economics, Elsevier, vol. 84(1), pages 1-24, September.
    31. Daron Acemoglu, 2003. "Patterns of Skill Premia," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 199-230.
    32. Stark, Oded & Helmenstein, Christian & Prskawetz, Alexia, 1998. "Human capital depletion, human capital formation, and migration: a blessing or a "curse"?," Economics Letters, Elsevier, vol. 60(3), pages 363-367, September.
    33. Baldwin, Robert E. & Winters, L. Alan (ed.), 2004. "Challenges to Globalization," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226036151, April.
    34. Yoko Niimi & Caglar Ozden & Maurice Schiff, 2010. "Remittances and the Brain Drain: Skilled Migrants Do Remit Less," Annals of Economics and Statistics, GENES, issue 97-98, pages 123-141.
    35. Barham, Bradford & Boucher, Stephen, 1998. "Migration, remittances, and inequality: estimating the net effects of migration on income distribution," Journal of Development Economics, Elsevier, vol. 55(2), pages 307-331, April.
    36. Grogger, Jeffrey & Hanson, Gordon H., 2011. "Income maximization and the selection and sorting of international migrants," Journal of Development Economics, Elsevier, vol. 95(1), pages 42-57, May.
    37. Stark, Oded & Helmenstein, Christian & Prskawetz, Alexia, 1997. "A brain gain with a brain drain," Economics Letters, Elsevier, vol. 55(2), pages 227-234, August.
    38. Nadeem U. Haque & Se-Jik Kim, 1995. "“Human Capital Flight”: Impact of Migration on Income and Growth," IMF Staff Papers, Palgrave Macmillan, vol. 42(3), pages 577-607, September.
    39. repec:hal:spmain:info:hdl:2441/4441 is not listed on IDEAS
    40. Riccardo Faini, 2007. "Remittances and the Brain Drain: Do More Skilled Migrants Remit More?," The World Bank Economic Review, World Bank, vol. 21(2), pages 177-191, May.
    41. Stark, Oded & Taylor, J Edward & Yitzhaki, Shlomo, 1986. "Remittances and Inequality," Economic Journal, Royal Economic Society, vol. 96(383), pages 722-740, September.
    42. Agrawal, Ajay & Kapur, Devesh & McHale, John & Oettl, Alexander, 2011. "Brain drain or brain bank? The impact of skilled emigration on poor-country innovation," Journal of Urban Economics, Elsevier, vol. 69(1), pages 43-55, January.
    43. Matteo Cervellati & Uwe Sunde, 2005. "Human Capital Formation, Life Expectancy, and the Process of Development," American Economic Review, American Economic Association, vol. 95(5), pages 1653-1672, December.
    44. Simon Commander & Mari Kangasniemi & L. Alan Winters, 2004. "The Brain Drain: Curse or Boon? A Survey of the Literature," NBER Chapters, in: Challenges to Globalization: Analyzing the Economics, pages 235-272, National Bureau of Economic Research, Inc.
    45. Kugler, Maurice & Rapoport, Hillel, 2007. "International labor and capital flows: Complements or substitutes?," Economics Letters, Elsevier, vol. 94(2), pages 155-162, February.
    46. Michel Beine & Fréderic Docquier & Hillel Rapoport, 2008. "Brain Drain and Human Capital Formation in Developing Countries: Winners and Losers," Economic Journal, Royal Economic Society, vol. 118(528), pages 631-652, April.
    47. Gould, David M, 1994. "Immigrant Links to the Home Country: Empirical Implications for U.S. Bilateral Trade Flows," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 302-316, May.
    48. Keith Head & John Ries, 1998. "Immigration and Trade Creation: Econometric Evidence from Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 31(1), pages 47-62, February.
    49. K. Hamada & J. N. Bhagwati, 1975. "Domestic Distortions, Imperfect Information and the Brain Drain," Working papers 161, Massachusetts Institute of Technology (MIT), Department of Economics.
    50. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    51. Bhagwati, Jagdish & Hamada, Koichi, 1974. "The brain drain, international integration of markets for professionals and unemployment : A theoretical analysis," Journal of Development Economics, Elsevier, vol. 1(1), pages 19-42, April.
    52. P. Giannoccolo, 2004. "The Brain Drain. A Survey of the Literature," Working Papers 526, Dipartimento Scienze Economiche, Universita' di Bologna.
    53. J. Taylor & T.J. Wyatt, 1996. "The shadow value of migrant remittances, income and inequality in a household‐farm economy," Journal of Development Studies, Taylor & Francis Journals, vol. 32(6), pages 899-912.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kouni, Mohamed, 2016. "Medical Brain Drain and Life Expectancy: A Comparative Analysis between Arab, American and Asian Countries," MPRA Paper 78321, University Library of Munich, Germany.
    2. Vladimir Borgy & Xavier Chojnicki & Gilles Le Garrec & Cyrille Schwellnus, 2010. "Macroeconomic Consequences of Global Endogenous Migration: a General Equilibrium Analysis," Annals of Economics and Statistics, GENES, issue 97-98, pages 13-39.
    3. Małgorzata Walerych, 2024. "The aggregate and redistributive effects of emigration," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 160(1), pages 99-143, February.
    4. Harald Fadinger & Karin Mayr, 2014. "Skill-Biased Technological Change, Unemployment, And Brain Drain," Journal of the European Economic Association, European Economic Association, vol. 12(2), pages 397-431, April.
    5. Anthony Orji & Chukwuma Agu, 2018. "Analysis of Migration, Regional Characteristics, and Socioeconomic Outcomes in Developing Economies: Empirical Evidence from Nigeria," Journal of International Migration and Integration, Springer, vol. 19(3), pages 565-581, August.
    6. Dustmann, Christian & Glitz, Albrecht, 2011. "Migration and Education," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 327-439, Elsevier.
    7. Duarte Leite & Óscar Afonso & Sandra Silva, 2014. "A tale of two countries: a directed technical change approach," FEP Working Papers 539, Universidade do Porto, Faculdade de Economia do Porto.
    8. Nejad, Maryam Naghsh & Young, Andrew T., 2016. "Want freedom, will travel: Emigrant self-selection according to institutional quality," European Journal of Political Economy, Elsevier, vol. 45(S), pages 71-84.
    9. Bennett, Daniel & Nikolaev, Boris & Aidt, Toke, 2016. "Institutions & Well-being," MPRA Paper 78436, University Library of Munich, Germany.
    10. Zhang, Yi & Matz, Julia Anna, 2017. "On the train to brain gain in rural China," Discussion Papers 252443, University of Bonn, Center for Development Research (ZEF).
    11. Leite, Duarte N. & Afonso, Óscar & Silva, Sandra T., 2019. "A tale of two countries: Directed technical change, trade and migratory movements," Economic Modelling, Elsevier, vol. 83(C), pages 173-194.
    12. Andrea Caragliu & Peter Nijkamp, 2013. "From Islands to Hubs of Innovation: Connecting Innovative Regions," Tinbergen Institute Discussion Papers 13-141/VIII, Tinbergen Institute.
    13. George-Laurentiu Serban-Oprescu & Liana Badea & Isabel Novo-Corti & Mihaela Roberta Stanef & Silvia Elena Iacob & Grigore Ioan Pirosca, 2021. "Socio-Psychological Dimensions of Students Migration. A Pilot Study," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 23(Special15), pages 1015-1015, November.
    14. Ted Davis & David M. Hart, 2010. "International Cooperation to Manage High‐Skill Migration: The Case of India–U.S. Relations," Review of Policy Research, Policy Studies Organization, vol. 27(4), pages 509-526, July.
    15. Ratha, Dilip & Mohapatra, Sanket & Scheja, Elina, 2011. "Impact of migration on economic and social development : a review of evidence and emerging issues," Policy Research Working Paper Series 5558, The World Bank.
    16. Okoye, Dozie, 2016. "Can brain drain be good for human capital growth? Evidence from cross-country skill premiums and education costs," Economic Analysis and Policy, Elsevier, vol. 49(C), pages 74-99.
    17. Docquier, Frédéric & Marchiori, Luca, 2012. "The impact of MENA-to-EU migration in the context of demographic change," Journal of Pension Economics and Finance, Cambridge University Press, vol. 11(2), pages 243-284, April.
    18. Harald Fadinger & Karin Mayr, 2014. "Skill-Biased Technological Change, Unemployment, And Brain Drain," Journal of the European Economic Association, European Economic Association, vol. 12(2), pages 397-431, April.
    19. Elisabetta Lodigiani & Luca Marchiori & I-Ling Shen, 2016. "Revisiting the Brain Drain Literature with Insights from a Dynamic General Equilibrium World Model," The World Economy, Wiley Blackwell, vol. 39(4), pages 557-573, April.
    20. Arends-Kuenning, Mary P. & Calara, Alvaro & Go, Stella, 2015. "International Migration Opportunities and Occupational Choice: A Case Study of Philippine Nurses 2002 to 2014," IZA Discussion Papers 8881, Institute of Labor Economics (IZA).
    21. Sharma, Hari, 2020. "The effect of emigration and remittances on labour supply of the left-behind: Evidence from Nepal," MPRA Paper 102091, University Library of Munich, Germany.
    22. Iryna Shopina & Olena Oliinyk & Valerii Finaheiev, 2017. "Globalization And Its Negative Impact On The Global Economy," Baltic Journal of Economic Studies, Publishing house "Baltija Publishing", vol. 3(5).
    23. Vikhrov Dmytro, 2013. "Welfare Effects of Labor Migration," CERGE-EI Working Papers wp491, The Center for Economic Research and Graduate Education - Economics Institute, Prague.

    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. Frédéric Docquier & Hillel Rapoport, 2012. "Globalization, Brain Drain, and Development," Journal of Economic Literature, American Economic Association, vol. 50(3), pages 681-730, September.
    2. Elisabetta Lodigiani, 2009. "Diaspora Externalities as a Cornerstone of the New Brain Drain Literature," DEM Discussion Paper Series 09-03, Department of Economics at the University of Luxembourg.
    3. Elisabetta Lodigiani & Luca Marchiori & I-Ling Shen, 2016. "Revisiting the Brain Drain Literature with Insights from a Dynamic General Equilibrium World Model," The World Economy, Wiley Blackwell, vol. 39(4), pages 557-573, April.
    4. Björn NILSSON, 2019. "Education and migration: insights for policymakers," Working Paper 23ca9c54-061a-4d60-967c-f, Agence française de développement.
    5. Frédéric Docquier & Joël Machado & Khalid Sekkat, 2015. "Efficiency Gains from Liberalizing Labor Mobility," Scandinavian Journal of Economics, Wiley Blackwell, vol. 117(2), pages 303-346, April.
    6. Docquier, Frederic & Rapoport, Hillel, 2004. "Skilled migration: the perspective of developing countries," Policy Research Working Paper Series 3382, The World Bank.
    7. Blaise Gnimassoun & John C. Anyanwu, 2019. "The Diaspora and economic development in Africa," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 155(4), pages 785-817, November.
    8. Beine, Michel & Docquier, Frédéric & Oden-Defoort, Cecily, 2011. "A Panel Data Analysis of the Brain Gain," World Development, Elsevier, vol. 39(4), pages 523-532, April.
    9. Docquier, Frédéric, 2006. "Brain Drain and Inequality Across Nations," IZA Discussion Papers 2440, Institute of Labor Economics (IZA).
    10. Blaise Gnimassoun & John Anyanwu, 2019. "Working Paper 308 - The Diaspora and Economic Development in Africa," Working Paper Series 2434, African Development Bank.
    11. Narcisse Cha'Ngom & Christoph Deuster & Frédéric Docquier & Joël Machado, 2023. "Selective Migration and Economic Development: A Generalized Approach," LISER Working Paper Series 2023-06, Luxembourg Institute of Socio-Economic Research (LISER).
    12. José Luis Groizard & Joan Llull, 2006. "Skilled migration and growth. Testing brain drain and brain gain theories," DEA Working Papers 20, Universitat de les Illes Balears, Departament d'Economía Aplicada.
    13. Blaise Gnimassoun & C. John Anyanwu, 2018. "The Diaspora And Economic Development In Africa," Working Papers hal-04141793, HAL.
    14. Ernest MIGUELEZ & Claudia NOUMEDEM TEMGOUA, 2017. "Immigration externalities, knowledge flows and brain gain," Cahiers du GREThA 2017-07, Groupe de Recherche en Economie Théorique et Appliquée (GREThA).
    15. Hanson, Gordon H., 2010. "International Migration and the Developing World," Handbook of Development Economics, in: Dani Rodrik & Mark Rosenzweig (ed.), Handbook of Development Economics, edition 1, volume 5, chapter 0, pages 4363-4414, Elsevier.
    16. Simona Monteleone, 2009. "Brain drain e crescita economica: Una rassegna critica sugli effetti prodotti," Working Papers 2_2009, D.E.S. (Department of Economic Studies), University of Naples "Parthenope", Italy.
    17. Boly, Amadou & Coniglio, Nicola Daniele & Prota, Francesco & Seric, Adnan, 2014. "Diaspora Investments and Firm Export Performance in Selected Sub-Saharan African Countries," World Development, Elsevier, vol. 59(C), pages 422-433.
    18. Di Maria, Corrado & Lazarova, Emiliya A., 2012. "Migration, Human Capital Formation, and Growth: An Empirical Investigation," World Development, Elsevier, vol. 40(5), pages 938-955.
    19. Felbermayr, Gabriel & Grossmann, Volker & Kohler, Wilhelm, 2012. "Migration, International Trade and Capital Formation: Cause or Effect?," IZA Discussion Papers 6975, Institute of Labor Economics (IZA).
    20. Simona Monteleone & Benedetto Torrisi, 2010. "A micro data analysis of Italy’s brain drain," Discussion Papers 4_2010, D.E.S. (Department of Economic Studies), University of Naples "Parthenope", Italy.

    More about this item

    Keywords

    Brain Drain; Capital Flow; Development; Human Capital; Remittances;
    All these keywords.

    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

    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:ctl:louvir:2009013. 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: Virginie LEBLANC (email available below). General contact details of provider: https://edirc.repec.org/data/iruclbe.html .

    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.