IDEAS home Printed from https://ideas.repec.org/p/pri/cepsud/277.html
   My bibliography  Save this paper

Unions and Inequality over the Twentieth Century: New Evidence from Survey Data

Author

Listed:
  • Henry S. Farber

    (Princeton University and NBER)

  • Daniel Herbst

    (University of Arizona)

  • lyana Kuziemko

    (Princeton University and NBER)

  • Suresh Naidu

    (Columbia University and NBER)

Abstract

U.S. income inequality has varied inversely with union density over the past hundred years. But moving beyond this aggregate relationship has proven difficult, in part be-cause of limited micro-data on union membership prior to 1973. We develop a new source of micro-data on union membership dating back to 1936, survey data primarily from Gallup (N~980,000), to examine the long-run relationship between unions and inequality. We document dramatic changes in the demographics of union members:when density was at its mid-century peak, union households were much less educated and more non-white than other households, whereas pre-World-War-II and today they are more similar to non-union households on these dimensions. However, despite large changes in composition and density since 1936, the household union premium holds relatively steady between ten and twenty log points. We then use our data to examine the effect of unions on income inequality. Using distributional decompositions, time-series regressions, state-year regressions, as well as a new instrumental-variable strategy based on the 1935 legalization of unions and the World-War-II era War Labor Board,we find consistent evidence that unions reduce inequality, explaining a significant share of the dramatic fall in inequality between the mid-1930s and late 1940s.

Suggested Citation

  • Henry S. Farber & Daniel Herbst & lyana Kuziemko & Suresh Naidu, 2020. "Unions and Inequality over the Twentieth Century: New Evidence from Survey Data," Working Papers 277, Princeton University, Department of Economics, Center for Economic Policy Studies..
  • Handle: RePEc:pri:cepsud:277
    as

    Download full text from publisher

    File URL: https://gceps.princeton.edu/wp-content/uploads/2021/06/277_Kuziemko.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Callaway, Brantly & Collins, William J., 2018. "Unions, workers, and wages at the peak of the American labor movement," Explorations in Economic History, Elsevier, vol. 68(C), pages 95-118.
    2. David Card & Jörg Heining & Patrick Kline, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 967-1015.
    3. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    4. Lawrence F. Katz & Kevin M. Murphy, 1992. "Changes in Relative Wages, 1963–1987: Supply and Demand Factors," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(1), pages 35-78.
    5. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    6. Paul Beaudry & David A. Green & Benjamin M. Sand, 2016. "The Great Reversal in the Demand for Skill and Cognitive Tasks," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 199-247.
    7. David Card & Thomas Lemieux, 2001. "Can Falling Supply Explain the Rising Return to College for Younger Men? A Cohort-Based Analysis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 705-746.
    8. Manning, Alan, 2011. "Imperfect Competition in the Labor Market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 11, pages 973-1041, Elsevier.
    9. Ashenfelter, Orley, 1972. "Racial Discrimination and Trade Unionism," Journal of Political Economy, University of Chicago Press, vol. 80(3), pages 435-464, May-June.
    10. Jae Song & David J Price & Fatih Guvenen & Nicholas Bloom & Till von Wachter, 2019. "Firming Up Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 1-50.
    11. Emin Dinlersoz & Jeremy Greenwood, 2012. "The Rise And Fall Of Unions In The U.S," Working Papers 12-12, Center for Economic Studies, U.S. Census Bureau, revised Jun 2013.
    12. Fernando Rios-Avila & Barry T. Hirsch, 2014. "Unions, Wage Gaps, and Wage Dispersion: New Evidence from the Americas," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 53(1), pages 1-27, January.
    13. D. Acemoglu & J. Robinson, 2013. "Economics versus politics: pitfalls of policy advice," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 12.
    14. Richard B. Freeman, 1980. "Unionism and the Dispersion of Wages," ILR Review, Cornell University, ILR School, vol. 34(1), pages 3-23, October.
    15. Matthew Knepper, 2020. "From the Fringe to the Fore: Labor Unions and Employee Compensation," The Review of Economics and Statistics, MIT Press, vol. 102(1), pages 98-112, March.
    16. Card, David & Krueger, Alan B, 1992. "Does School Quality Matter? Returns to Education and the Characteristics of Public Schools in the United States," Journal of Political Economy, University of Chicago Press, vol. 100(1), pages 1-40, February.
    17. 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.
    18. Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2018. "Distributional National Accounts: Methods and Estimates for the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(2), pages 553-609.
    19. Farber, Henry S., 1983. "The Determination of the Union Status of Workers," The Warwick Economics Research Paper Series (TWERPS) 227, University of Warwick, Department of Economics.
    20. Devin Caughey & Christopher Warshaw, 2016. "The Dynamics of State Policy Liberalism, 1936–2014," American Journal of Political Science, John Wiley & Sons, vol. 60(4), pages 899-913, October.
    21. Acemoglu, Daron & Aghion, Philippe & Violante, Giovanni L., 2001. "Deunionization, technical change and inequality," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 55(1), pages 229-264, December.
    22. Mathieu Taschereau-Dumouchel, 2020. "The Union Threat," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(6), pages 2859-2892.
    23. Arindrajit Dube, 2019. "Minimum Wages and the Distribution of Family Incomes," American Economic Journal: Applied Economics, American Economic Association, vol. 11(4), pages 268-304, October.
    24. Richard B. Freeman, 1981. "The Effect of Unionism on Fringe Benefits," ILR Review, Cornell University, ILR School, vol. 34(4), pages 489-509, July.
    25. Mark Frank & Mark Price & Emmanuel Saez & Estelle Sommeiller, 2015. "Frank-Sommeiller-Price Series for Top Income Shares by US States since 1917," Technical Notes 201507, World Inequality Lab.
    26. Leo Troy, 1965. "Introduction to "Trade Union Membership, 1897–1962"," NBER Chapters, in: Trade Union Membership, 1897–1962, pages 1-10, National Bureau of Economic Research, Inc.
    27. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    28. Thomas Piketty & Emmanuel Saez & Stefanie Stantcheva, 2014. "Optimal Taxation of Top Labor Incomes: A Tale of Three Elasticities," American Economic Journal: Economic Policy, American Economic Association, vol. 6(1), pages 230-271, February.
    29. Dinlersoz, Emin & Greenwood, Jeremy, 2016. "The rise and fall of unions in the United States," Journal of Monetary Economics, Elsevier, vol. 83(C), pages 129-146.
    30. Abdurrahman Aydemir & George J. Borjas, 2011. "Attenuation Bias in Measuring the Wage Impact of Immigration," Journal of Labor Economics, University of Chicago Press, vol. 29(1), pages 69-113, January.
    31. Joshua D. Angrist & Alan B. Krueger, 1993. "Split Sample Instrumental Variables," Working Papers 699, Princeton University, Department of Economics, Industrial Relations Section..
    32. David J. Deming, 2017. "The Growing Importance of Social Skills in the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1593-1640.
    33. Lemieux, Thomas, 1998. "Estimating the Effects of Unions on Wage Inequality in a Panel Data Model with Comparative Advantage and Nonrandom Selection," Journal of Labor Economics, University of Chicago Press, vol. 16(2), pages 261-291, April.
    34. Leo Troy, 1965. "Trade Union Membership, 1897–1962," NBER Books, National Bureau of Economic Research, Inc, number troy65-1.
    35. John DiNardo & David S. Lee, 2004. "Economic Impacts of New Unionization on Private Sector Employers: 1984–2001," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(4), pages 1383-1441.
    36. Pischke, Jorn-Steffen & Dinardo, John & Hallock, Kevin F, 2000. "Unions And The Labour Market For Managers," CEPR Discussion Papers 2418, C.E.P.R. Discussion Papers.
    37. Abowd, John M, 1989. "The Effect of Wage Bargains on the Stock Market Value of the Firm," American Economic Review, American Economic Association, vol. 79(4), pages 774-800, September.
    38. William J. Collins & Gregory T. Niemesh, 2019. "Unions and the Great Compression of wage inequality in the US at mid‐century: evidence from local labour markets," Economic History Review, Economic History Society, vol. 72(2), pages 691-715, May.
    39. Farber, Henry S, 1983. "The Determination of the Union Status of Workers," Econometrica, Econometric Society, vol. 51(5), pages 1417-1437, September.
    40. Abhir Kulkarni & Barry T. Hirsch, 2021. "Revisiting Union Wage and Job Loss Effects Using the Displaced Worker Surveys," ILR Review, Cornell University, ILR School, vol. 74(4), pages 948-976, August.
    41. David S. Lee & Alexandre Mas, 2012. "Long-Run Impacts of Unions on Firms: New Evidence from Financial Markets, 1961--1999," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 333-378.
    42. Atsushi Inoue & Gary Solon, 2010. "Two-Sample Instrumental Variables Estimators," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 557-561, August.
    43. Card, David, 1996. "The Effect of Unions on the Structure of Wages: A Longitudinal Analysis," Econometrica, Econometric Society, vol. 64(4), pages 957-979, July.
    44. John M. Abowd & Henry S. Farber, 1982. "Job Queues and the Union Status of Workers," ILR Review, Cornell University, ILR School, vol. 35(3), pages 354-367, April.
    45. Blau, Francine D & Kahn, Lawrence M, 1996. "International Differences in Male Wage Inequality: Institutions versus Market Forces," Journal of Political Economy, University of Chicago Press, vol. 104(4), pages 791-836, August.
    46. Florence Jaumotte & Carolina Osorio Buitron, 2015. "Inequality and Labor Market Institutions," IMF Staff Discussion Notes 15/14, International Monetary Fund.
    47. Boris Hirsch & Steffen Mueller, 2020. "Firm Wage Premia, Industrial Relations, and Rent Sharing in Germany," ILR Review, Cornell University, ILR School, vol. 73(5), pages 1119-1146, October.
    48. Rosen, Sherwin, 1970. "Unionism and the Occupational Wage Structure in the United States," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 11(2), pages 269-286, June.
    49. Rose, Nancy L, 1987. "Labor Rent Sharing and Regulation: Evidence from the Trucking Industry," Journal of Political Economy, University of Chicago Press, vol. 95(6), pages 1146-1178, December.
    50. Havnes, Tarjei & Mogstad, Magne, 2015. "Is universal child care leveling the playing field?," Journal of Public Economics, Elsevier, vol. 127(C), pages 100-114.
    51. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    52. Daron Acemoglu & David H. Autor & David Lyle, 2004. "Women, War, and Wages: The Effect of Female Labor Supply on the Wage Structure at Midcentury," Journal of Political Economy, University of Chicago Press, vol. 112(3), pages 497-551, June.
    53. David S. Lee, 1999. "Wage Inequality in the United States During the 1980s: Rising Dispersion or Falling Minimum Wage?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 977-1023.
    54. Richard B. Freeman, 1998. "Spurts in Union Growth: Defining Moments and Social Processes," NBER Chapters, in: The Defining Moment: The Great Depression and the American Economy in the Twentieth Century, pages 265-296, National Bureau of Economic Research, Inc.
    55. John Dinardo & Kevin F. Hallock, 2002. "When Unions “Mattered†: The Impact of Strikes on Financial Markets, 1925–1937," ILR Review, Cornell University, ILR School, vol. 55(2), pages 219-233, January.
    56. Carola Frydman & Raven E. Saks, 2010. "Executive Compensation: A New View from a Long-Term Perspective, 1936--2005," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 2099-2138.
    57. Johnson, George E, 1975. "Economic Analysis of Trade Unionism," American Economic Review, American Economic Association, vol. 65(2), pages 23-28, May.
    58. Emin M. Dinlersoz & Jeremy Greenwood, 2012. "The Rise and Fall of Unions in the U.S," NBER Working Papers 18079, National Bureau of Economic Research, Inc.
    59. Thomas Piketty & Emmanuel Saez, 2003. "Income Inequality in the United States, 1913–1998," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 1-41.
    60. Angrist, Joshua D & Krueger, Alan B, 1995. "Split-Sample Instrumental Variables Estimates of the Return to Schooling," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 225-235, April.
    61. David Blanchflower & Alex Bryson, 2004. "The Union Wage Premium in the US and the UK," CEP Discussion Papers dp0612, Centre for Economic Performance, LSE.
    62. David Autor & Claudia Goldin & Lawrence F. Katz, 2020. "Extending the Race between Education and Technology," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 347-351, May.
    63. Efraim Benmelech & Nittai K. Bergman & Hyunseob Kim, 2022. "Strong Employers and Weak Employees: How Does Employer Concentration Affect Wages?," Journal of Human Resources, University of Wisconsin Press, vol. 57(S), pages 200-250.
    64. Frydman, Carola & Molloy, Raven, 2012. "Pay Cuts for the Boss: Executive Compensation in the 1940s," The Journal of Economic History, Cambridge University Press, vol. 72(1), pages 225-251, March.
    65. George Jakubson, 1991. "Estimation and Testing of the Union Wage Effect Using Panel Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(5), pages 971-991.
    66. Joshua K. Hausman, 2016. "Fiscal Policy and Economic Recovery: The Case of the 1936 Veterans' Bonus," American Economic Review, American Economic Association, vol. 106(4), pages 1100-1143, April.
    67. Erling Barth & Alex Bryson & James C. Davis & Richard Freeman, 2016. "It's Where You Work: Increases in the Dispersion of Earnings across Establishments and Individuals in the United States," Journal of Labor Economics, University of Chicago Press, vol. 34(S2), pages 67-97.
    68. Brigham R. Frandsen, 2017. "Party Bias in Union Representation Elections: Testing for Manipulation in the Regression Discontinuity Design when the Running Variable is Discrete," Advances in Econometrics, in: Regression Discontinuity Designs, volume 38, pages 281-315, Emerald Group Publishing Limited.
    69. John A. Abowd & Thomas Lemieux, 1993. "The Effects of Product Market Competition on Collective Bargaining Agreements: The Case of Foreign Competition in Canada," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(4), pages 983-1014.
    70. John DiNardo & David S. Lee, 2004. "Economic Impacts of Unionization on Private Sector Employers: 1984-2001," NBER Working Papers 10598, National Bureau of Economic Research, Inc.
    71. David Card & John E. DiNardo, 2002. "Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 733-783, October.
    72. Açıkgöz, Ömer Tuğrul & Kaymak, Barış, 2014. "The rising skill premium and deunionization," Journal of Monetary Economics, Elsevier, vol. 63(C), pages 37-50.
    73. Claudia Goldin & Robert A. Margo, 1992. "The Great Compression: The Wage Structure in the United States at Mid-Century," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(1), pages 1-34.
    74. Friedman, Gerald, 2000. "The Political Economy of Early Southern Unionism: Race, Politics, and Labor in the South, 1880–1953," The Journal of Economic History, Cambridge University Press, vol. 60(2), pages 384-413, June.
    75. Florence Jaumotte & Carolina Osorio Buitron, 2020. "Inequality: traditional drivers and the role of union power," Oxford Economic Papers, Oxford University Press, vol. 72(1), pages 25-58.
    76. James Feigenbaum & Alexander Hertel-Fernandez & Vanessa Williamson, 2018. "From the Bargaining Table to the Ballot Box: Political Effects of Right to Work Laws," NBER Working Papers 24259, National Bureau of Economic Research, Inc.
    77. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
    78. Facundo Alvaredo & Lucas Chancel & Thomas Piketty & Gabriel Zucman, 2018. "Distributional National Accounts," Post-Print halshs-03342488, HAL.
    79. Mill, John Stuart, 2008. "Principles of Political Economy and Chapters on Socialism," OUP Catalogue, Oxford University Press, number 9780199553914 edited by Riley, Jonathan.
    80. Wojciech Kopczuk & Emmanuel Saez & Jae Song, 2010. "Earnings Inequality and Mobility in the United States: Evidence from Social Security Data Since 1937," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 91-128.
    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. Kilman, Josefin, 2020. "Monetary Policy and Income Inequality in the United States: The Role of Labor Unions," Working Papers 2020:10, Lund University, Department of Economics, revised 20 Sep 2022.
    2. Brändle, Tobias, 2024. "Unions and Collective Bargaining: The Influence on Wages, Employment and Firm Survival," GLO Discussion Paper Series 1457, Global Labor Organization (GLO).
    3. Callaway, Brantly & Collins, William J., 2018. "Unions, workers, and wages at the peak of the American labor movement," Explorations in Economic History, Elsevier, vol. 68(C), pages 95-118.
    4. Julián Martinez Correa & Carlo Lombardo & Belén Bentivegna, 2018. "Convenio Colectivo, Sindicatos y Dispersión Salarial: Evidencia de Argentina," CEDLAS, Working Papers 0232, CEDLAS, Universidad Nacional de La Plata.
    5. Açıkgöz, Ömer Tuğrul & Kaymak, Barış, 2014. "The rising skill premium and deunionization," Journal of Monetary Economics, Elsevier, vol. 63(C), pages 37-50.
    6. Föll, Tobias & Hartmann, Anna, 2019. "A Joint Theory of Polarization and Deunionization," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203558, Verein für Socialpolitik / German Economic Association.
    7. Berlingieri, Giuseppe & Blanchenay, Patrick & Criscuolo, Chiara, 2024. "The great divergence(s)," Research Policy, Elsevier, vol. 53(3).
    8. Fernando Rios-Avila & Barry T. Hirsch, 2014. "Unions, Wage Gaps, and Wage Dispersion: New Evidence from the Americas," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 53(1), pages 1-27, January.
    9. Salverda, Wiemer & Checchi, Daniele, 2014. "Labour-Market Institutions and the Dispersion of Wage Earnings," IZA Discussion Papers 8220, Institute of Labor Economics (IZA).
    10. Verdugo, Gregory, 2014. "The great compression of the French wage structure, 1969–2008," Labour Economics, Elsevier, vol. 28(C), pages 131-144.
    11. Kaltenberg, Mary & Foster-McGregor, Neil, 2020. "The impact of automation on inequality across Europe," MERIT Working Papers 2020-009, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    12. Hornstein, Andreas & Krusell, Per & Violante, Giovanni L., 2005. "The Effects of Technical Change on Labor Market Inequalities," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 20, pages 1275-1370, Elsevier.
    13. Koomen, Miriam & Backes-Gellner, Uschi, 2022. "Occupational tasks and wage inequality in West Germany: A decomposition analysis," Labour Economics, Elsevier, vol. 79(C).
    14. Daniel Baumgarten & Gabriel Felbermayr & Sybille Lehwald, 2020. "Dissecting Between‐Plant and Within‐Plant Wage Dispersion: Evidence from Germany," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 59(1), pages 85-122, January.
    15. Yannick Bormans & Angelos Theodorakopoulos, 2023. "Productivity dispersion, wage dispersion and superstar firms," Economica, London School of Economics and Political Science, vol. 90(360), pages 1145-1172, October.
    16. Manuel Fernández & Gabriela Serrano, 2022. "New Perspectives on Inequality in Latin America," Documentos CEDE 20295, Universidad de los Andes, Facultad de Economía, CEDE.
    17. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    18. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    19. Colja Schneck, 2021. "Trends in Wage Inequality in the Netherlands," De Economist, Springer, vol. 169(3), pages 253-289, August.
    20. Graetz, Georg, 2020. "Technological change and the Swedish labor market," Working Paper Series 2020:19, IFAU - Institute for Evaluation of Labour Market and Education Policy.

    More about this item

    JEL classification:

    • J51 - Labor and Demographic Economics - - Labor-Management Relations, Trade Unions, and Collective Bargaining - - - Trade Unions: Objectives, Structure, and Effects
    • N32 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - U.S.; Canada: 1913-

    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:pri:cepsud:277. 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: Bobray Bordelon (email available below). General contact details of provider: https://edirc.repec.org/data/ceprius.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.