IDEAS home Printed from https://ideas.repec.org/p/cpb/discus/253.html
   My bibliography  Save this paper

People Skills and the Labor-Market Outcomes of Underrepresented Groups

Author

Listed:
  • Bas ter Weel
  • Lex Borghans
  • Bruce A. Weinberg

Abstract

This paper shows that people skills are important determinants of labor-market outcomes, including occupational choice and wages. Technological and organizational changes have increased the importance of people skills in the workplace. We particularly focus on how the increased importance of people skills has affected the labor-market outcomes of underrepresented groups assuming gender differences in interactions and that cultural differences (including prejudice) may impede cross-racial and ethnic interactions. Our estimates for Britain, Germany and the United States are consistent with such an explanation. Acceleration in the rate of increase in the importance of people skills between the late 1970s and early 1990s in the US can help explain why the gender-wage gap closed and the black-white wage gap stagnated in these years relative to the preceding and following years.

Suggested Citation

  • Bas ter Weel & Lex Borghans & Bruce A. Weinberg, 2013. "People Skills and the Labor-Market Outcomes of Underrepresented Groups," CPB Discussion Paper 253, CPB Netherlands Bureau for Economic Policy Analysis.
  • Handle: RePEc:cpb:discus:253
    as

    Download full text from publisher

    File URL: https://www.cpb.nl/sites/default/files/publicaties/download/cpb-discussion-paper-253-people-skills-and-labor-market-outcomes-underrepresented-groups.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Marvin H. Kosters, 1991. "Workers and Their Wages: Changing Patterns in the United States," Books, American Enterprise Institute, number 52907, September.
    2. Borjas, George J, 1995. "Assimilation and Changes in Cohort Quality Revisited: What Happened to Immigrant Earnings in the 1980s?," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 201-245, April.
    3. Hamermesh, Daniel S & Biddle, Jeff E, 1994. "Beauty and the Labor Market," American Economic Review, American Economic Association, vol. 84(5), pages 1174-1194, December.
    4. Charles Brown, 1984. "Black-White Earnings Ratios Since the Civil Rights Act of 1964: The Importance of Labor Market Dropouts," The Quarterly Journal of Economics, Oxford University Press, vol. 99(1), pages 31-44.
    5. Nicholas Bloom & Luis Garicano & Raffaella Sadun & John Van Reenen, 2014. "The Distinct Effects of Information Technology and Communication Technology on Firm Organization," Management Science, INFORMS, vol. 60(12), pages 2859-2885, December.
    6. Harry J. Holzer & Keith R. Ihlanfeldt, 1998. "Customer Discrimination and Employment Outcomes for Minority Workers," The Quarterly Journal of Economics, Oxford University Press, vol. 113(3), pages 835-867.
    7. Kimberly Bayard & Judith Hellerstein & David Neumark & Kenneth Troske, 2003. "New Evidence on Sex Segregation and Sex Differences in Wages from Matched Employee-Employer Data," Journal of Labor Economics, University of Chicago Press, vol. 21(4), pages 887-922, October.
    8. Lex Borghans & Bas Weel, 2006. "The Division of Labour, Worker Organisation, and Technological Change," Economic Journal, Royal Economic Society, vol. 116(509), pages 45-72, February.
    9. Borghans, Lex & ter Weel, Bas, 2004. "What happens when agent T gets a computer?: The labor market impact of cost efficient computer adoption," Journal of Economic Behavior & Organization, Elsevier, vol. 54(2), pages 137-151, June.
    10. David M. Cutler & Edward L. Glaeser & Jacob L. Vigdor, 1999. "The Rise and Decline of the American Ghetto," Journal of Political Economy, University of Chicago Press, vol. 107(3), pages 455-506, June.
    11. Sandra E. Black & Elizabeth Brainerd, 2004. "Importing Equality? The Impact of Globalization on Gender Discrimination," ILR Review, Cornell University, ILR School, vol. 57(4), pages 540-559, July.
    12. Robert H. Frank & Thomas Gilovich & Dennis T. Regan, 1993. "Does Studying Economics Inhibit Cooperation?," Journal of Economic Perspectives, American Economic Association, vol. 7(2), pages 159-171, Spring.
    13. Lex Borghans & Bas ter Weel & Bruce A. Weinberg, 2008. "Interpersonal Styles and Labor Market Outcomes," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    14. Alexandra Spitz-Oener, 2006. "Technical Change, Job Tasks, and Rising Educational Demands: Looking outside the Wage Structure," Journal of Labor Economics, University of Chicago Press, vol. 24(2), pages 235-270, April.
    15. Brown, Charles & Corcoran, Mary, 1997. "Sex-Based Differences in School Content and the Male-Female Wage Gap," Journal of Labor Economics, University of Chicago Press, vol. 15(3), pages 431-465, July.
    16. Claudia Goldin, 2004. "The Long Road to the Fast Track: Career and Family," NBER Working Papers 10331, National Bureau of Economic Research, Inc.
    17. Smith, James P & Welch, Finis, 1984. "Affirmative Action and Labor Markets," Journal of Labor Economics, University of Chicago Press, vol. 2(2), pages 269-301, April.
    18. Claudia Goldin & Lawrence F. Katz, 2002. "The Power of the Pill: Oral Contraceptives and Women's Career and Marriage Decisions," Journal of Political Economy, University of Chicago Press, vol. 110(4), pages 730-770, August.
    19. Alan B. Krueger & David Schkade, 2008. "Sorting in the Labor Market: Do Gregarious Workers Flock to Interactive Jobs?," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    20. Sergio Urzúa, 2008. "Racial Labor Market Gaps: The Role of Abilities and Schooling Choices," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    21. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    22. Card, David & Lemieux, Thomas, 1994. "Changing Wage Structure and Black-White Wage Differentials," American Economic Review, American Economic Association, vol. 84(2), pages 29-33, May.
    23. Sandra E. Black & Alexandra Spitz-Oener, 2010. "Explaining Women's Success: Technological Change and the Skill Content of Women's Work," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 187-194, February.
    24. Eli Bekman & John Bound & Stephen Machin, 1998. "Implications of Skill-Biased Technological Change: International Evidence," The Quarterly Journal of Economics, Oxford University Press, vol. 113(4), pages 1245-1279.
    25. James Andreoni & Lise Vesterlund, 2001. "Which is the Fair Sex? Gender Differences in Altruism," The Quarterly Journal of Economics, Oxford University Press, vol. 116(1), pages 293-312.
    26. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259, Elsevier.
    27. David Card & Alan B. Krueger, 1992. "School Quality and Black-White Relative Earnings: A Direct Assessment," The Quarterly Journal of Economics, Oxford University Press, vol. 107(1), pages 151-200.
    28. Goldin, Claudia, 1992. "Understanding the Gender Gap: An Economic History of American Women," OUP Catalogue, Oxford University Press, number 9780195072709.
    29. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, October.
    30. 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.
    31. John Bound & Richard B. Freeman, 1992. "What Went Wrong? The Erosion of Relative Earnings and Employment Among Young Black Men in the 1980s," The Quarterly Journal of Economics, Oxford University Press, vol. 107(1), pages 201-232.
    32. George J. Borjas & Lawrence F. Katz, 2007. "The Evolution of the Mexican-Born Workforce in the United States," NBER Chapters, in: Mexican Immigration to the United States, pages 13-56, National Bureau of Economic Research, Inc.
    33. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, Oxford University Press, vol. 117(1), pages 339-376.
    34. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    35. Smith, James P, 1993. "Affirmative Action and the Racial Wage Gap," American Economic Review, American Economic Association, vol. 83(2), pages 79-84, May.
    36. repec:eee:labchp:v:3:y:1999:i:pc:p:3143-3259 is not listed on IDEAS
    37. James J. Heckman, 1974. "Effects of Child-Care Programs on Women's Work Effort," NBER Chapters, in: Marriage, Family, Human Capital, and Fertility, pages 136-169, National Bureau of Economic Research, Inc.
    38. Donohue, John J, III & Heckman, James, 1991. "Continuous versus Episodic Change: The Impact of Civil Rights Policy on the Economic Status of Blacks," Journal of Economic Literature, American Economic Association, vol. 29(4), pages 1603-1643, December.
    39. Eve Caroli & John Van Reenen, 2001. "Skill-Biased Organizational Change? Evidence from A Panel of British and French Establishments," The Quarterly Journal of Economics, Oxford University Press, vol. 116(4), pages 1449-1492.
    40. Nicola Persico & Andrew Postlewaite & Dan Silverman, 2004. "The Effect of Adolescent Experience on Labor Market Outcomes: The Case of Height," Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 1019-1053, October.
    41. Derek Neal, 2004. "The Measured Black-White Wage Gap among Women Is Too Small," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 1-28, February.
    42. David H. Autor & Michael J. Handel, 2013. "Putting Tasks to the Test: Human Capital, Job Tasks, and Wages," Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 59-96.
    43. Trejo, Stephen J, 1997. "Why Do Mexican Americans Earn Low Wages?," Journal of Political Economy, University of Chicago Press, vol. 105(6), pages 1235-1268, December.
    44. Jaynes, Gerald D, 1990. "The Labor Market Status of Black Americans: 1939-1985," Journal of Economic Perspectives, American Economic Association, vol. 4(4), pages 9-24, Fall.
    45. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2006. "The Polarization of the U.S. Labor Market," American Economic Review, American Economic Association, vol. 96(2), pages 189-194, May.
    46. William J. Collins, 2001. "The Labor Market Impact of State-Level Anti-Discrimination Laws, 1940-1960," NBER Working Papers 8310, National Bureau of Economic Research, Inc.
    47. Edward P. Lazear, 1999. "Culture and Language," Journal of Political Economy, University of Chicago Press, vol. 107(S6), pages 95-126, December.
    48. Goldsmith, Arthur H & Veum, Jonathan R & Darity, William, Jr, 1997. "The Impact of Psychological and Human Capital on Wages," Economic Inquiry, Western Economic Association International, vol. 35(4), pages 815-829, October.
    49. Amitabh Chandra, 2003. "Is the Convergence of the Racial Wage Gap Illusory?," NBER Working Papers 9476, National Bureau of Economic Research, Inc.
    50. David M. Cutler & Edward L. Glaeser, 1997. "Are Ghettos Good or Bad?," The Quarterly Journal of Economics, Oxford University Press, vol. 112(3), pages 827-872.
    51. Blau, Francine D & Kahn, Lawrence M, 1997. "Swimming Upstream: Trends in the Gender Wage Differential in 1980s," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 1-42, January.
    52. Finis Welch, 2000. "Growth in Women's Relative Wages and in Inequality among Men: One Phenomenon or Two?," American Economic Review, American Economic Association, vol. 90(2), pages 444-449, May.
    53. repec:dau:papers:123456789/10093 is not listed on IDEAS
    54. Christina Gathmann & Uta Schönberg, 2010. "How General Is Human Capital? A Task-Based Approach," Journal of Labor Economics, University of Chicago Press, vol. 28(1), pages 1-49, January.
    55. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, Oxford University Press, vol. 113(4), pages 1169-1213.
    56. Bruce A. Weinberg, 2000. "Computer Use and the Demand for Female Workers," ILR Review, Cornell University, ILR School, vol. 53(2), pages 290-308, January.
    57. David Card & Thomas Lemieux, 1994. "Changing Wage Structure and Black-White Wage Differentials: A Longitudinal Analysis," Working Papers 701, Princeton University, Department of Economics, Industrial Relations Section..
    58. Claudia Goldin, 2004. "From the Valley to the Summit: The Quiet Revolution that Transformed Women's Work," NBER Working Papers 10335, National Bureau of Economic Research, Inc.
    59. Nicole M. Fortin, 2008. "The Gender Wage Gap among Young Adults in the United States: The Importance of Money versus People," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    60. Claudia Goldin, 2002. "The Rising (and then Declining) Significance of Gender," NBER Working Papers 8915, National Bureau of Economic Research, Inc.
    61. Casey B. Mulligan & Yona Rubinstein, 2004. "The Closing of the Gender Gap as a Roy Model Illusion," NBER Working Papers 10892, National Bureau of Economic Research, Inc.
    62. Card, David & Krueger, Alan B, 1993. "Trends in Relative Black-White Earnings Revisited," American Economic Review, American Economic Association, vol. 83(2), pages 85-91, May.
    63. David Card & Thomas Lemieux, 1994. "Changing Wage Structure and Black-White Wage Differentials: A Longitudinal Analysis," Working Papers 701, Princeton University, Department of Economics, Industrial Relations Section..
    64. Bresnahan, Timothy F, 1999. "Computerisation and Wage Dispersion: An Analytical Reinterpretation," Economic Journal, Royal Economic Society, vol. 109(456), pages 390-415, June.
    65. Thomas M. Lyons & James J. Heckman & Petra E. Todd, 2000. "Understanding Black-White Wage Differentials, 1960-1990," American Economic Review, American Economic Association, vol. 90(2), pages 344-349, May.
    66. Neal, Derek A & Johnson, William R, 1996. "The Role of Premarket Factors in Black-White Wage Differences," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 869-895, October.
    67. David Card & Thomas Lemieux, 1994. "Changing Wage Structure and Black-White Differentials Among Men and Women: A Longitudinal Analysis," NBER Working Papers 4755, National Bureau of Economic Research, Inc.
    68. repec:pri:indrel:dsp01nz805z69d is not listed on IDEAS
    69. John J. Donohue III & James J. Heckman & Petra E. Todd, 2002. "The Schooling of Southern Blacks: The Roles of Legal Activism and Private Philanthropy, 1910–1960," The Quarterly Journal of Economics, Oxford University Press, vol. 117(1), pages 225-268.
    70. Donghoon Lee & Kenneth I. Wolpin, 2006. "Intersectoral Labor Mobility and the Growth of the Service Sector," Econometrica, Econometric Society, vol. 74(1), pages 1-46, January.
    71. George J. Borjas, 1982. "The Earnings of Male Hispanic Immigrants in the United States," ILR Review, Cornell University, ILR School, vol. 35(3), pages 343-353, April.
    72. 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.
    73. Ortmann, Andreas & Tichy, Lisa K., 1999. "Gender differences in the laboratory: evidence from prisoner's dilemma games," Journal of Economic Behavior & Organization, Elsevier, vol. 39(3), pages 327-339, July.
    74. repec:fth:prinin:310 is not listed on IDEAS
    75. Nicola Persico & Andrew Postlewaite & Dan Silverman, 2001. "The Effect of Adolescent Experience on Labor Market Outcomes: The Case of Height, Third Version," PIER Working Paper Archive 04-013, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 15 Mar 2004.
    76. Suraj Prasad, 2009. "Task assignments and incentives: generalists versus specialists," RAND Journal of Economics, RAND Corporation, vol. 40(2), pages 380-403, June.
    77. Amitabh Chandra, 2000. "Labor-Market Dropouts and the Racial Wage Gap: 1940-1990," American Economic Review, American Economic Association, vol. 90(2), pages 333-338, May.
    78. Casey B. Mulligan & Yona Rubinstein, 2008. "Selection, Investment, and Women's Relative Wages Over Time," The Quarterly Journal of Economics, Oxford University Press, vol. 123(3), pages 1061-1110.
    79. Casey Ichniowski & Kathryn Shaw, 2003. "Beyond Incentive Pay: Insiders' Estimates of the Value of Complementary Human Resource Management Practices," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 155-180, Winter.
    80. Timothy Bresnahan & Shane Greenstein, 1996. "Technical Progress and Co-invention in Computing and in the Uses of Computers," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(1996 Micr), pages 1-83.
    81. Smith, James P & Welch, Finis R, 1989. "Black Economic Progress after Myrdal," Journal of Economic Literature, American Economic Association, vol. 27(2), pages 519-564, June.
    82. Richard B. Freeman, 1973. "Changes in the Labor Market for Black Americans, 1948-72," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 4(1), pages 67-132.
    83. Chinhui Juhn, 1992. "Decline of Male Labor Market Participation: The Role of Declining Market Opportunities," The Quarterly Journal of Economics, Oxford University Press, vol. 107(1), pages 79-121.
    84. Yona Rubinstein & James J. Heckman, 2001. "The Importance of Noncognitive Skills: Lessons from the GED Testing Program," American Economic Review, American Economic Association, vol. 91(2), pages 145-149, May.
    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. Lex Borghans & Bas Ter Weel & Bruce A. Weinberg, 2014. "People Skills and the Labor-Market Outcomes of Underrepresented Groups," ILR Review, Cornell University, ILR School, vol. 67(2), pages 287-334, April.
    2. Borghans, Lex & ter Weel, Bas & Weinberg, Bruce A., 2005. "People People: Social Capital and the Labor-Market Outcomes of Underrepresented Groups," IZA Discussion Papers 1494, Institute of Labor Economics (IZA).
    3. repec:eee:labchp:v:3:y:1999:i:pc:p:3143-3259 is not listed on IDEAS
    4. Patrick Bayer & Kerwin Kofi Charles, 2016. "Divergent Paths: Structural Change, Economic Rank, and the Evolution of Black-White Earnings Differences, 1940-2014," NBER Working Papers 22797, National Bureau of Economic Research, Inc.
    5. David J. Deming, 2017. "The Growing Importance of Social Skills in the Labor Market," The Quarterly Journal of Economics, Oxford University Press, vol. 132(4), pages 1593-1640.
    6. İ. Akçomak & Lex Borghans & Bas Weel, 2011. "Measuring and Interpreting Trends in the Division of Labour in the Netherlands," De Economist, Springer, vol. 159(4), pages 435-482, December.
    7. Laouénan, Morgane, 2014. "'Can't Get Enough': Prejudice, Contact Jobs and the Racial Wage Gap in the US," IZA Discussion Papers 8006, Institute of Labor Economics (IZA).
    8. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    9. Celeste K. Carruthers & Marianne H. Wanamaker, 2017. "Separate and Unequal in the Labor Market: Human Capital and the Jim Crow Wage Gap," Journal of Labor Economics, University of Chicago Press, vol. 35(3), pages 655-696.
    10. Francine D. Blau & Lawrence M. Kahn, 2006. "The U.S. Gender Pay Gap in the 1990S: Slowing Convergence," ILR Review, Cornell University, ILR School, vol. 60(1), pages 45-66, October.
    11. Francis Green, 2012. "Employee Involvement, Technology and Evolution in Job Skills: A Task-Based Analysis," ILR Review, Cornell University, ILR School, vol. 65(1), pages 36-67, January.
    12. Eckhardt Bode & Stephan Brunow & Ingrid Ott & Alina Sorgner, 2019. "Worker Personality: Another Skill Bias beyond Education in the Digital Age," German Economic Review, Verein für Socialpolitik, vol. 20(4), pages 254-294, November.
    13. David Neumark & Harry Holzer, 2000. "Assessing Affirmative Action," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 483-568, September.
    14. Batistich, Mary Kate & Bond, Timothy N., 2019. "Stalled Racial Progress and Japanese Trade in the 1970s and 1980s," IZA Discussion Papers 12133, Institute of Labor Economics (IZA).
    15. Suzanne Kok & Bas ter Weel, 2014. "Cities, Tasks, And Skills," Journal of Regional Science, Wiley Blackwell, vol. 54(5), pages 856-892, November.
    16. Marco FUGAZZA, 2003. "Racial discrimination: Theories, facts and policy," International Labour Review, International Labour Organization, vol. 142(4), pages 507-541, December.
    17. İ. Akçomak & Lex Borghans & Bas Weel, 2011. "Measuring and Interpreting Trends in the Division of Labour in the Netherlands," De Economist, Springer, vol. 159(4), pages 435-482, December.
    18. Ross Levine & Alexey Levkov & Yona Rubinstein, 2008. "Racial Discrimination and Competition," NBER Working Papers 14273, National Bureau of Economic Research, Inc.
    19. Suzanne Kok & Bas ter Weel, 2014. "Cities, Tasks and Skills," CPB Discussion Paper 269, CPB Netherlands Bureau for Economic Policy Analysis.
    20. Bertrand, Marianne, 2011. "New Perspectives on Gender," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 17, pages 1543-1590, Elsevier.
    21. Ariell Reshef, 2013. "Is Technological Change Biased Towards the Unskilled in Services? An Empirical Investigation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(2), pages 312-331, April.

    More about this item

    JEL classification:

    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

    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:cpb:discus:253. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: . General contact details of provider: https://edirc.repec.org/data/cpbgvnl.html .

    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: (email available below). General contact details of provider: https://edirc.repec.org/data/cpbgvnl.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.