IDEAS home Printed from https://ideas.repec.org/a/eee/wdevel/v177y2024ics0305750x24000317.html
   My bibliography  Save this article

Do trade agreements contribute to the decline in labor share? Evidence from Latin American countries

Author

Listed:
  • González-Rozada, Martín
  • Ruffo, Hernán

Abstract

In this paper, we explore the role of trade in the evolution of labor share in Latin American countries (LAC). We use trade agreements with large economies (US, EU, and China) to capture the effect of sharp changes in trade. During the last two decades, the countries that signed these trade agreements experienced a negative trend in labor share, while in the remaining countries there is an average increase in this share, generating a gap of 7 percentage points. We apply synthetic control methods, combined with regression analysis, to estimate the average causal impact of trade agreements on labor share. While effects are heterogeneous in our eight case studies, the average impact is negative between 2 to 4 percentage points of GDP four years after the entry into force of the trade agreements. This result is robust to the specification used and to the set of countries in the donor pool. We find that trade agreements with more labor-abundant counterparts affect labor share more, in line with traditional Heckscher–Ohlin forces. We also find that, after trade agreements, exports of manufactured goods and the share of industry to GDP increase on average, most notably in the case studies where negative effects on labor share are significant, a fact compatible with enhanced participation in Global Value Chains. Finally, a decomposition shows that all the reduction in labor share is explained by a negative impact on real wages.

Suggested Citation

  • González-Rozada, Martín & Ruffo, Hernán, 2024. "Do trade agreements contribute to the decline in labor share? Evidence from Latin American countries," World Development, Elsevier, vol. 177(C).
  • Handle: RePEc:eee:wdevel:v:177:y:2024:i:c:s0305750x24000317
    DOI: 10.1016/j.worlddev.2024.106561
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0305750X24000317
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.worlddev.2024.106561?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. David H. Autor & David Dorn & Gordon H. Hanson, 2016. "The China Shock: Learning from Labor-Market Adjustment to Large Changes in Trade," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 205-240, October.
    2. Gonzaga, Gustavo & Menezes Filho, Naercio & Terra, Cristina, 2006. "Trade liberalization and the evolution of skill earnings differentials in Brazil," Journal of International Economics, Elsevier, vol. 68(2), pages 345-367, March.
    3. Julian Messina & Joana Silva, 2021. "Twenty Years of Wage Inequality in Latin America," The World Bank Economic Review, World Bank, vol. 35(1), pages 117-147.
    4. Andic, Selen & Burda, Michael C., 2021. "A reversal in the global decline of the labor share?," Economics Letters, Elsevier, vol. 209(C).
    5. Andrés O. Dávila & Manuel Fernández & Hernando Zuleta, 2021. "The Natural Resource Boom and The Uneven Fall of The Labor Share," Documentos CEDE 19427, Universidad de los Andes, Facultad de Economía, CEDE.
    6. Greenhill, Brian & Mosley, Layna & Prakash, Aseem, 2009. "Trade-based Diffusion of Labor Rights: A Panel Study, 1986–2002," American Political Science Review, Cambridge University Press, vol. 103(4), pages 669-690, November.
    7. Reshef, Ariell & Santoni, Gianluca, 2023. "Are your labor shares set in Beijing? The view through the lens of global value chains," European Economic Review, Elsevier, vol. 155(C).
    8. Rajagopal, 2007. "Trade Openness and Inflation in Latin American Countries," Marketing Working Papers 2007-05-MKT, Tecnológico de Monterrey, Campus Ciudad de México.
    9. Bruno Van Pottelsberghe De La Potterie & Frank Lichtenberg, 2001. "Does Foreign Direct Investment Transfer Technology Across Borders?," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 490-497, August.
    10. Jan De Loecker & Pinelopi K. Goldberg & Amit K. Khandelwal & Nina Pavcnik, 2016. "Prices, Markups, and Trade Reform," Econometrica, Econometric Society, vol. 84, pages 445-510, March.
    11. 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.
    12. M. Ayhan Kose & Guy M. Meredith & Christopher M. Towe, 2005. "How Has NAFTA Affected the Mexican Economy? Review and Evidence," Springer Books, in: Rolf J. Langhammer & Lúcio Vinhas Souza (ed.), Monetary Policy and Macroeconomic Stabilization in Latin America, pages 35-81, Springer.
    13. Ezra Oberfield & Gene M. Grossman, 2022. "The Elusive Explanation for the Declining Labor Share," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 93-124, August.
    14. Hernando Zuleta & Luiza Pogorelova, 2012. "Trade, Technology, Income Distribution and Growth," Documentos CEDE 10022, Universidad de los Andes, Facultad de Economía, CEDE.
    15. Boldrin, Michael & Horvath, Michael, 1995. "Labor Contracts and Business Cycles," Journal of Political Economy, University of Chicago Press, vol. 103(5), pages 972-1004, October.
    16. Lederman, Daniel & Maloney, William F. & Martin, Will, 2002. "Trade for development in Latin America and the Caribbean," Sede de la CEPAL en Santiago (Estudios e Investigaciones) 34901, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    17. repec:hal:pseptp:halshs-04205840 is not listed on IDEAS
    18. Young, Andrew T. & Tackett, Maria Y., 2018. "Globalization and the decline in labor shares: Exploring the relationship beyond trade and financial flows," European Journal of Political Economy, Elsevier, vol. 52(C), pages 18-35.
    19. Dongya Koh & Raül Santaeulàlia‐Llopis & Yu Zheng, 2020. "Labor Share Decline and Intellectual Property Products Capital," Econometrica, Econometric Society, vol. 88(6), pages 2609-2628, November.
    20. Amat Adarov, 2023. "Eurasian economic integration: impact evaluation using the gravity model and the synthetic control methods," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 159(2), pages 467-504, May.
    21. David Autor & David Dorn & Lawrence F Katz & Christina Patterson & John Van Reenen, 2020. "The Fall of the Labor Share and the Rise of Superstar Firms [“Automation and New Tasks: How Technology Displaces and Reinstates Labor”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 645-709.
    22. Guillermo Cruces & Guido Porto & Mariana Viollaz, 2018. "Trade liberalization and informality in Argentina: exploring the adjustment mechanisms," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 27(1), pages 1-29, December.
    23. Hugo Hopenhayn & Julian Neira & Rish Singhania, 2022. "From Population Growth to Firm Demographics: Implications for Concentration, Entrepreneurship and the Labor Share," Econometrica, Econometric Society, vol. 90(4), pages 1879-1914, July.
    24. Alessandro Ferrari & Anna Rogantini Picco, 2016. "International Risk Sharing in the EMU," Working Papers 17, European Stability Mechanism.
    25. Michael Sposi & Kei-Mu Yi & Jing Zhang, 2021. "Trade Integration, Global Value Chains, and Capital Accumulation," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 69(3), pages 505-539, September.
    26. Bruno Ferman, 2021. "On the Properties of the Synthetic Control Estimator with Many Periods and Many Controls," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1764-1772, October.
    27. Ayres, Joao & Hevia, Constantino & Nicolini, Juan Pablo, 2020. "Real exchange rates and primary commodity prices," Journal of International Economics, Elsevier, vol. 122(C).
    28. Brent Neiman, 2014. "The Global Decline of the Labor Share," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 61-103.
    29. Dix-Carneiro, Rafael & Kovak, Brian K., 2019. "Margins of labor market adjustment to trade," Journal of International Economics, Elsevier, vol. 117(C), pages 125-142.
    30. Pavcnik, Nina & Blom, Andreas & Goldberg, Pinelopi & Schady, Norbert, 2003. "Trade liberalization and labor market adjustment in Brazil," Policy Research Working Paper Series 2982, The World Bank.
    31. Fernando Morales & Martha Denisse Pierola & Dennis Sanchez-Navarro, 2021. "Import Competition in the Manufacturing Sector in Peru: Its Impact on Informality and Wages," Revista Economía, Fondo Editorial - Pontificia Universidad Católica del Perú, vol. 44(88), pages 45-75.
    32. Hofmann,Claudia & Osnago,Alberto & Ruta,Michele, 2017. "Horizontal depth : a new database on the content of preferential trade agreements," Policy Research Working Paper Series 7981, The World Bank.
    33. Andreas Dür & Leonardo Baccini & Manfred Elsig, 2014. "The design of international trade agreements: Introducing a new dataset," The Review of International Organizations, Springer, vol. 9(3), pages 353-375, September.
    34. Wassmann, Pia, 2016. "The Economic Effects of the EU Eastern Enlargement on Border Regions in the Old Member States," Hannover Economic Papers (HEP) dp-582, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    35. Nina Pavcnik, 2017. "The Impact of Trade on Inequality in Developing Countries," NBER Working Papers 23878, National Bureau of Economic Research, Inc.
    36. Eduardo Cavallo & Sebastian Galiani & Ilan Noy & Juan Pantano, 2013. "Catastrophic Natural Disasters and Economic Growth," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1549-1561, December.
    37. Mai Dao & Ms. Mitali Das & Zsoka Koczan & Weicheng Lian, 2017. "Why Is Labor Receiving a Smaller Share of Global Income? Theory and Empirical Evidence," IMF Working Papers 2017/169, International Monetary Fund.
    38. Bruno Ferman & Cristine Pinto & Vitor Possebom, 2020. "Cherry Picking with Synthetic Controls," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(2), pages 510-532, March.
    39. Jan De Loecker & Jan Eeckhout & Gabriel Unger, 2020. "The Rise of Market Power and the Macroeconomic Implications [“Econometric Tools for Analyzing Market Outcomes”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 561-644.
    40. Mrs. Swarnali A Hannan, 2017. "The Impact of Trade Agreements in Latin America using the Synthetic Control Method," IMF Working Papers 2017/045, International Monetary Fund.
    41. Coricelli, Fabrizio & Campos, Nauro & Moretti, Luigi, 2014. "Economic Growth and Political Integration: Estimating the Benefits from Membership in the European Union Using the Synthetic Co," CEPR Discussion Papers 9968, C.E.P.R. Discussion Papers.
    42. Bruno Ferman & Cristine Pinto, 2021. "Synthetic controls with imperfect pretreatment fit," Quantitative Economics, Econometric Society, vol. 12(4), pages 1197-1221, November.
    43. Aneli Bongers, 2021. "Economic growth and the functional distribution of income: A labor share Kuznets curve," Economics Bulletin, AccessEcon, vol. 41(1), pages 192-200.
    44. Douglas Gollin, 2002. "Getting Income Shares Right," Journal of Political Economy, University of Chicago Press, vol. 110(2), pages 458-474, April.
    45. Alberto Abadie, 2021. "Using Synthetic Controls: Feasibility, Data Requirements, and Methodological Aspects," Journal of Economic Literature, American Economic Association, vol. 59(2), pages 391-425, June.
    46. Marinko Škare & Damian Škare, 2017. "Is the great decoupling real?," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 18(3), pages 451-467, May.
    47. Jo Reynaerts & Jakob Vanschoonbeek, 2022. "The economics of state fragmentation: Assessing the economic impact of secession," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(1), pages 82-115, January.
    48. Camila Cisneros-Acevedo, 2022. "Unfolding Trade Effect in Two Margins of Informality. The Peruvian Case," The World Bank Economic Review, World Bank, vol. 36(1), pages 141-170.
    49. Nikolay Doudchenko & Guido W. Imbens, 2016. "Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis," NBER Working Papers 22791, National Bureau of Economic Research, Inc.
    50. Campos, Nauro F. & Coricelli, Fabrizio & Moretti, Luigi, 2014. "Economic Growth and Political Integration: Estimating the Benefits from Membership in the European Union Using the Synthetic Counterfactuals Method," IZA Discussion Papers 8162, Institute of Labor Economics (IZA).
    51. Aaditya Mattoo & Nadia Rocha & Michele Ruta, 2020. "Handbook of Deep Trade Agreements," World Bank Publications - Books, The World Bank Group, number 34055.
    52. Christophe Bravard & Sudipta Sarangi & GARY D. FERRIER & JAVIER REYES & ZHEN ZHU, 2016. "Technology Diffusion on the International Trade Network," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 18(2), pages 291-312, April.
    53. repec:hal:journl:halshs-04205840 is not listed on IDEAS
    54. Andreas Billmeier & Tommaso Nannicini, 2013. "Assessing Economic Liberalization Episodes: A Synthetic Control Approach," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 983-1001, July.
    55. Justin R. Pierce & Peter K. Schott, 2016. "The Surprisingly Swift Decline of US Manufacturing Employment," American Economic Review, American Economic Association, vol. 106(7), pages 1632-1662, July.
    56. Magdalene Silberberger & Frederik Stender, 2018. "False friends? Empirical evidence on trade policy substitution in regional trade agreements," The World Economy, Wiley Blackwell, vol. 41(8), pages 2175-2199, August.
    57. Pinelopi K. Goldberg & Nina Pavcnik, 2004. "Trade, Inequality, and Poverty: What Do We Know? Evidence from Recent Trade Liberalization Episodes in Developing Countries," NBER Working Papers 10593, National Bureau of Economic Research, Inc.
    58. Ferman, Bruno & Pinto, Cristine Campos de Xavier, 2016. "Revisiting the synthetic control estimator," Textos para discussão 421, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
    59. Fariha Kamal & Mary E. Lovely & Devashish Mitra, 2019. "Trade liberalisation and labour shares in China," The World Economy, Wiley Blackwell, vol. 42(12), pages 3588-3618, December.
    60. Ferman, Bruno & Pinto, Cristine, 2017. "Placebo Tests for Synthetic Controls," MPRA Paper 78079, University Library of Munich, Germany.
    61. Sourafel Girma, 2005. "Absorptive Capacity and Productivity Spillovers from FDI: A Threshold Regression Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(3), pages 281-306, June.
    62. Lee, Woori & Mulabdic, Alen & Ruta, Michele, 2023. "Third-country effects of regional trade agreements: A firm-level analysis," Journal of International Economics, Elsevier, vol. 140(C).
    63. Contreras, Rodrigo & Furche, Carlos, 2014. "Acuerdo de Asociación entre Chile y la Unión Europea: evaluación del pilar comercial," Comercio Internacional 35869, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    64. Andrew Young, 2004. "Labor's Share Fluctuations, Biased Technical Change, and the Business Cycle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 7(4), pages 916-931, October.
    65. Hernando Zuleta, 2008. "Factor Saving Innovations and Factor Income Shares," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 836-851, October.
    66. Michael Elsby & Bart Hobijn & Ayseful Sahin, 2013. "The Decline of the U.S. Labor Share," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(2 (Fall)), pages 1-63.
    67. Kassa,Woubet & Coulibaly,Souleymane, 2019. "Revisiting the Trade Impact of the African Growth and Opportunity Act : A Synthetic Control Approach," Policy Research Working Paper Series 8993, The World Bank.
    68. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    69. Arif, Imran, 2021. "Productive knowledge, economic sophistication, and labor share," World Development, Elsevier, vol. 139(C).
    70. Dawson, John W. & Sturgill, Brad, 2022. "Market Institutions and Factor Shares Across Countries," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 266-289.
    71. Anne O. Krueger, 1999. "Trade Creation and Trade Diversion Under NAFTA," NBER Working Papers 7429, National Bureau of Economic Research, Inc.
    72. Mrs. Swarnali A Hannan, 2016. "The Impact of Trade Agreements: New Approach, New Insights," IMF Working Papers 2016/117, International Monetary Fund.
    73. Saia, Alessandro, 2017. "Choosing the open sea: The cost to the UK of staying out of the euro," Journal of International Economics, Elsevier, vol. 108(C), pages 82-98.
    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. Samuel Verevis & Murat Üngör, 2021. "What has New Zealand gained from The FTA with China?: Two counterfactual analyses†," Scottish Journal of Political Economy, Scottish Economic Society, vol. 68(1), pages 20-50, February.
    2. Guimarães, Luís & Mazeda Gil, Pedro, 2022. "Explaining the Labor Share: Automation Vs Labor Market Institutions," Labour Economics, Elsevier, vol. 75(C).
    3. Emilien Gouin-Bonenfant, 2018. "Productivity Dispersion, Between-firm Competition and the Labor Share," 2018 Meeting Papers 1171, Society for Economic Dynamics.
    4. Roya Taherifar & Mark J. Holmes & Gazi M. Hassan, 2023. "The drivers of labour share and impact on pay inequality: A firm-level investigation," Working Papers in Economics 23/03, University of Waikato.
    5. Mertens, Matthias, 2022. "Micro-mechanisms behind declining labor shares: Rising market power and changing modes of production," International Journal of Industrial Organization, Elsevier, vol. 81(C).
    6. Reshef, Ariell & Santoni, Gianluca, 2023. "Are your labor shares set in Beijing? The view through the lens of global value chains," European Economic Review, Elsevier, vol. 155(C).
    7. Alessandro Bellocchi & Giovanni Marin & Giuseppe Travaglini, 2021. "The Great Fall of Labor Share:Micro Determinants for EU Countries Over 2011-2019," Working Papers 2102, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2021.
    8. Kraft, Kornelius & Lammers, Alexander, 2021. "Bargaining Power and the Labor Share - a Structural Break Approach," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242342, Verein für Socialpolitik / German Economic Association.
    9. Panon, Ludovic, 2022. "Labor share, foreign demand and superstar exporters," Journal of International Economics, Elsevier, vol. 139(C).
    10. Bom, Pedro R.D. & Erauskin, Iñaki, 2022. "Productive government investment and the labor share," International Review of Economics & Finance, Elsevier, vol. 82(C), pages 347-363.
    11. Dawson, John W. & Sturgill, Brad, 2022. "Market Institutions and Factor Shares Across Countries," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 266-289.
    12. Riandy Laksono & Arianto A. Patunru, 2024. "The dynamics of labor share decline in manufacturing: Evidence from Indonesia," Departmental Working Papers 2024-3, The Australian National University, Arndt-Corden Department of Economics.
    13. Bruno Ferman & Cristine Pinto & Vitor Possebom, 2020. "Cherry Picking with Synthetic Controls," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(2), pages 510-532, March.
    14. Vallés, Javier & Salas Fumás, Vicente & San Juan, Lucio, 2022. "Corporate economic profits in the euro area: The relevance of cost competitive advantage," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 569-585.
    15. Kyoji Fukao & Cristiano Perugini, 2021. "The Long‐Run Dynamics of the Labor Share in Japan," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(2), pages 445-480, June.
    16. Cummins Joseph & Miller Douglas L. & Smith Brock & Simon David, 2024. "Matching on Noise: Finite Sample Bias in the Synthetic Control Estimator," Journal of Econometric Methods, De Gruyter, vol. 13(1), pages 67-95, January.
    17. Loukas Karabarbounis & Brent Neiman, 2019. "Accounting for Factorless Income," NBER Macroeconomics Annual, University of Chicago Press, vol. 33(1), pages 167-228.
    18. David Gilchrist & Thomas Emery & Nuno Garoupa & Rok Spruk, 2023. "Synthetic Control Method: A tool for comparative case studies in economic history," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 409-445, April.
    19. Francesca Crucitti & Lorenza Rossi, 2022. "Labor Share Decline and Productivity Slowdown: A Micro-Macro Analysis," Working Papers 350577481, Lancaster University Management School, Economics Department.
    20. repec:hal:wpspec:info:hdl:2441/5j3i17uo7399t940lrt6h6n545 is not listed on IDEAS
    21. repec:spo:wpmain:info:hdl:2441/5j3i17uo7399t940lrt6h6n545 is not listed on IDEAS
    22. Esteban Colla‐De‐Robertis & Rafael Garduno Rivera, 2021. "The effect of a free trade agreement with the United States on member countries' per capita GDP: A synthetic control analysis," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(4), pages 1129-1145, August.

    More about this item

    Keywords

    Labor share; Trade agreements; Synthetic control methods;
    All these keywords.

    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • F1 - International Economics - - Trade
    • F16 - International Economics - - Trade - - - Trade and Labor Market Interactions

    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:eee:wdevel:v:177:y:2024:i:c:s0305750x24000317. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/worlddev .

    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.