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Service Offshoring and White-Collar Employment

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  • Rosario Crinò

Abstract

I study the effects of service offshoring on white-collar employment, using highly disaggregated occupational data for the U.S.. I present a structural model of the firm’s behavior that allows tractable derivation of labor demand elasticities for highly detailed occupations. I estimate the model using Quasi-Maximum Likelihood, to simultaneously account for the high degree of censoring of the employment variable and the small cross-sectional dimension of the panel. I find that service offshoring is skill-biased, because it raises employment among high-skilled occupations and lowers employment among medium- and low-skilled ones. Within each skill group, service offshoring penalizes tradeable occupations and tends to benefit complex non tradeable jobs.

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Paper provided by Barcelona Graduate School of Economics in its series Working Papers with number 391.

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Handle: RePEc:bge:wpaper:391
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Keywords: Occupations;

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  • F1 - International Economics - - Trade

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  1. Karsten Bjerring Olsen, 2006. "Productivity Impacts of Offshoring and Outsourcing: A Review," OECD Science, Technology and Industry Working Papers 2006/1, OECD Publishing.
  2. Markusen, James R., 2005. "Modeling the Offshoring of White-Collar Services: From Comparative Advantage to the New Theories of Trade and FDI," CEPR Discussion Papers 5408, C.E.P.R. Discussion Papers.
  3. Marc-Andreas Muendler & Sascha O. Becker, 2010. "Margins of Multinational Labor Substitution," American Economic Review, American Economic Association, vol. 100(5), pages 1999-2030, December.
  4. Steven T. Yen & Biing-Hwan Lin, 2006. "A Sample Selection Approach to Censored Demand Systems," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(3), pages 742-749.
  5. Andrés Rodríguez-Clare, 2010. "Offshoring in a Ricardian World," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 227-258, April.
  6. David L. Hummels & Dana Rapoport & Kei-Mu Yi, 1998. "Vertical specialization and the changing nature of world trade," Economic Policy Review, Federal Reserve Bank of New York, issue Jun, pages 79-99.
  7. repec:hrv:faseco:4784031 is not listed on IDEAS
  8. Gueorgui Kambourov & Iourii Manovskii, 2009. "Occupational Mobility and Wage Inequality," Review of Economic Studies, Oxford University Press, vol. 76(2), pages 731-759.
  9. Mary Amiti & Shang-Jin Wei, 2005. "Fear of service outsourcing: is it justified?," Economic Policy, CEPR;CES;MSH, vol. 20(42), pages 308-347, 04.
  10. Diewert, W. E. & Wales, T. J., 1995. "Flexible functional forms and tests of homogeneous separability," Journal of Econometrics, Elsevier, vol. 67(2), pages 259-302, June.
  11. Thomas Lemieux, 2008. "The changing nature of wage inequality," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(1), pages 21-48, January.
  12. Pol Antràs & Luis Garicano & Esteban Rossi-Hansberg, 2006. "Offshoring in a Knowledge Economy," The Quarterly Journal of Economics, Oxford University Press, vol. 121(1), pages 31-77.
  13. Richard E. Baldwin & Frédéric Robert-Nicoud, 2007. "Offshoring: general equilibrium effects on wages, production and trade," LSE Research Online Documents on Economics 19720, London School of Economics and Political Science, LSE Library.
  14. Jagdish Bhagwati & Arvind Panagariya, 2004. "The Muddles over Outsourcing," Journal of Economic Perspectives, American Economic Association, vol. 18(4), pages 93-114, Fall.
  15. Bousquet, Alain & Ladoux, Norbert, 2006. "Flexible versus designated technologies and interfuel substitution," Energy Economics, Elsevier, vol. 28(4), pages 426-443, July.
  16. Rosario Crinò, "undated". "Service Offshoring and White-Collar Employment," Working Papers 391, Barcelona Graduate School of Economics.
  17. Eric J. Bartelsman & Wayne Gray, 1996. "The NBER Manufacturing Productivity Database," NBER Technical Working Papers 0205, National Bureau of Economic Research, Inc.
  18. Paolo Epifani & Gino Gancia, 2006. "Increasing Returns, Imperfect Competition, and Factor Prices," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 583-598, November.
  19. Raja Chakir & Alain Bousquet & Norbert Ladoux, 2004. "Modeling corner solutions with panel data: Application to the industrial energy demand in France," Empirical Economics, Springer, vol. 29(1), pages 193-208, January.
  20. Horgos, Daniel, 2009. "Labor market effects of international outsourcing: How measurement matters," International Review of Economics & Finance, Elsevier, vol. 18(4), pages 611-623, October.
  21. Feenstra, Robert C & Hanson, Gordon H, 1996. "Globalization, Outsourcing, and Wage Inequality," American Economic Review, American Economic Association, vol. 86(2), pages 240-245, May.
  22. 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.
  23. Robert C. Feenstra, 1998. "Integration of Trade and Disintegration of Production in the Global Economy," Journal of Economic Perspectives, American Economic Association, vol. 12(4), pages 31-50, Fall.
  24. Ekholm, Karolina & Hakkala, Katariina, 2005. "The Effect of Offshoring on Labor Demand: Evidence from Sweden," Working Paper Series 654, Research Institute of Industrial Economics.
  25. Wales, T. J. & Woodland, A. D., 1983. "Estimation of consumer demand systems with binding non-negativity constraints," Journal of Econometrics, Elsevier, vol. 21(3), pages 263-285, April.
  26. Bertrand M. Koebel, 2002. "Can Aggregation Across Goods be Achieved by Neglecting The Problem? Property Inheritance and Aggregation Bias," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(1), pages 223-255, February.
  27. Eli Berman & John Bound & Zvi Griliches, 1994. "Changes in the Demand for Skilled Labor within U. S. Manufacturing: Evidence from the Annual Survey of Manufactures," The Quarterly Journal of Economics, Oxford University Press, vol. 109(2), pages 367-397.
  28. Berndt, Ernst R & Christensen, Laurits R, 1974. "Testing for the Existence of a Consistent Aggregate Index of Labor Inputs," American Economic Review, American Economic Association, vol. 64(3), pages 391-404, June.
  29. Ingo Geishecker & Holger Görg, 2013. "Services offshoring and wages: evidence from micro data," Oxford Economic Papers, Oxford University Press, vol. 65(1), pages 124-146, January.
  30. Jakubson, George, 1988. "The Sensitivity of Labor-Supply Parameter Estimates to Unobserved Individual Effects: Fixed- and Random-Effects Estimates in a Nonlinear Model Using Panel Data," Journal of Labor Economics, University of Chicago Press, vol. 6(3), pages 302-329, July.
  31. Edgerton, David L., 1993. "On The Estimation Of Separable Demand Models," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 18(02), December.
  32. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
  33. Becker, Sascha O. & Ekholm, Karolina & Muendler, Marc-Andreas, 2013. "Offshoring and the onshore composition of tasks and skills," Journal of International Economics, Elsevier, vol. 90(1), pages 91-106.
  34. Mary Amiti & Shang-Jin Wei, 2006. "Service Offshoring and Productivity: Evidence from the United States," NBER Working Papers 11926, National Bureau of Economic Research, Inc.
  35. Oecd, 2005. "Potential Offshoring of ICT-intensive Using Occupations," OECD Digital Economy Papers 91, OECD Publishing.
  36. Amiti, Mary & Wei, Shang-Jin, 2006. "Service Offshoring, Productivity and Employment: Evidence from the US," CEPR Discussion Papers 5475, C.E.P.R. Discussion Papers.
  37. Bieri, Jurg & Janvry, Alain de, 1972. "Empirical Analysis of Demand Under Consumer Budgeting," Monographs, University of California, Davis, Giannini Foundation, number 251916.
  38. Alexander Hijzen & Holger Görg & Robert C. Hine, 2005. "International Outsourcing and the Skill Structure of Labour Demand in the United Kingdom," Economic Journal, Royal Economic Society, vol. 115(506), pages 860-878, October.
  39. David L. Edgerton, 1997. "Weak Separability and the Estimation of Elasticities in Multistage Demand Systems," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(1), pages 62-79.
  40. Rosario Crinò, 2008. "Service offshoring and productivity in Western Europe," Economics Bulletin, AccessEcon, vol. 6(35), pages 1-8.
  41. Paul, Catherine J Morrison & Siegel, Donald S, 2001. " The Impacts of Technology, Trade and Outsourcing on Employment and Labor Composition," Scandinavian Journal of Economics, Wiley Blackwell, vol. 103(2), pages 241-264, June.
  42. Hummels, David & Ishii, Jun & Yi, Kei-Mu, 2001. "The nature and growth of vertical specialization in world trade," Journal of International Economics, Elsevier, vol. 54(1), pages 75-96, June.
  43. Caroline Freund & Diana Weinhold, 2002. "The Internet and International Trade in Services," American Economic Review, American Economic Association, vol. 92(2), pages 236-240, May.
  44. repec:ebl:ecbull:v:6:y:2008:i:35:p:1-8 is not listed on IDEAS
  45. Gregory Mankiw, N. & Swagel, Phillip, 2006. "The politics and economics of offshore outsourcing," Journal of Monetary Economics, Elsevier, vol. 53(5), pages 1027-1056, July.
  46. Markusen, James R. & Strand, Bridget, 2007. "Trade in Business Services in General Equilibrium," CEPR Discussion Papers 6080, C.E.P.R. Discussion Papers.
  47. Amemiya, Takeshi, 1974. "Multivariate Regression and Simultaneous Equation Models when the Dependent Variables Are Truncated Normal," Econometrica, Econometric Society, vol. 42(6), pages 999-1012, November.
  48. Pol Antràs & Luis Garicano & Esteban Rossi-Hansberg, 2006. "Organizing Offshoring: Middle Managers and Communication Costs," NBER Working Papers 12196, National Bureau of Economic Research, Inc.
  49. Lee, Lung-Fei & Pitt, Mark M, 1986. "Microeconometric Demand Systems with Binding Nonnegativity Constraints: The Dual Approach," Econometrica, Econometric Society, vol. 54(5), pages 1237-1242, September.
  50. Alexander Hijzen & Mauro Pisu & Richard Upward & Peter W. Wright, 2011. "Employment, job turnover, and trade in producer services: UK firm-level evidence," Canadian Journal of Economics, Canadian Economics Association, vol. 44(3), pages 1020-1043, August.
  51. Alan D. Woodland, 1993. "A Micro-Econometric Analysis of the Industrial Demand for Energy in NSW," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 57-90.
  52. Robert E. Lipsey, 2009. "Measuring International Trade in Services," NBER Chapters,in: International Trade in Services and Intangibles in the Era of Globalization, pages 27-70 National Bureau of Economic Research, Inc.
  53. Chamberlain, Gary, 1982. "Multivariate regression models for panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 5-46, January.
  54. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
  55. Martin Neil Baily & Robert Z. Lawrence, 2004. "What Happened to the Great U.S. Job Machine? The Role of Trade and Electronic Offshoring," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 35(2), pages 211-284.
  56. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
  57. Paul A. Samuelson, 2004. "Where Ricardo and Mill Rebut and Confirm Arguments of Mainstream Economists Supporting Globalization," Journal of Economic Perspectives, American Economic Association, vol. 18(3), pages 135-146, Summer.
  58. C. Alan Garner, 2004. "Offshoring in the service sector : economic impact and policy issues," Economic Review, Federal Reserve Bank of Kansas City, issue Q III, pages 5-37.
  59. Gene M. Grossman & Esteban Rossi-Hansberg, 2008. "Trading Tasks: A Simple Theory of Offshoring," American Economic Review, American Economic Association, vol. 98(5), pages 1978-1997, December.
  60. Maarten Goos & Alan Manning, 2007. "Lousy and Lovely Jobs: The Rising Polarization of Work in Britain," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 118-133, February.
  61. Lori G. Kletzer, 1998. "Job Displacement," Journal of Economic Perspectives, American Economic Association, vol. 12(1), pages 115-136, Winter.
  62. Catherine L. Mann, 2003. "Globalization of IT Services and White Collar Jobs: The Next Wave of Productivity Growth," Policy Briefs PB03-11, Peterson Institute for International Economics.
  63. Deardorff, Alan V., 2005. "A trade theorist's take on skilled-labor outsourcing," International Review of Economics & Finance, Elsevier, vol. 14(3), pages 259-271.
  64. Runjuan Liu & Daniel Trefler, 2008. "Much Ado About Nothing: American Jobs and the Rise of Service Outsourcing to China and India," NBER Working Papers 14061, National Bureau of Economic Research, Inc.
  65. Woodland, Alan D., 1978. "On testing weak separability," Journal of Econometrics, Elsevier, vol. 8(3), pages 383-398, December.
  66. Katharine G. Abraham & James R. Spletzer & Michael Harper, 2010. "Labor in the New Economy," NBER Books, National Bureau of Economic Research, Inc, number abra08-1, October.
  67. Gueorgui Kambourov & Iourii Manovskii, 2008. "Rising Occupational And Industry Mobility In The United States: 1968-97," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(1), pages 41-79, 02.
  68. Maxim Poletaev & Chris Robinson, 2008. "Human Capital Specificity: Evidence from the Dictionary of Occupational Titles and Displaced Worker Surveys, 1984-2000," Journal of Labor Economics, University of Chicago Press, vol. 26(3), pages 387-420, 07.
  69. Honore, Bo E, 1992. "Trimmed LAD and Least Squares Estimation of Truncated and Censored Regression Models with Fixed Effects," Econometrica, Econometric Society, vol. 60(3), pages 533-565, May.
  70. Bardhan, Ashok Deo & Kroll, Cynthia, 2003. "The New Wave of Outsourcing," Fisher Center for Real Estate & Urban Economics, Research Reports qt02f8z392, Fisher Center for Real Estate & Urban Economics, UC Berkeley.
  71. Blackorby, Charles & Primont, Daniel & Russell, R. Robert, 1977. "On testing separability restrictions with flexible functional forms," Journal of Econometrics, Elsevier, vol. 5(2), pages 195-209, March.
  72. Denny, Michael & Fuss, Melvyn A, 1977. "The Use of Approximation Analysis to Test for Separability and the Existence of Consistent Aggregates," American Economic Review, American Economic Association, vol. 67(3), pages 404-418, June.
  73. Jose Campa & Linda S. Goldberg, 1997. "The Evolving External Orientation of Manufacturing Industries: Evidence from Four Countries," NBER Working Papers 5919, National Bureau of Economic Research, Inc.
  74. Diewert, W. E., 1976. "Exact and superlative index numbers," Journal of Econometrics, Elsevier, vol. 4(2), pages 115-145, May.
  75. David E. Sahn, 2005. "Consistent Estimation of Censored Demand Systems Using Panel Data," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(3), pages 660-672.
  76. Fuss, Melvyn A., 1977. "The demand for energy in Canadian manufacturing : An example of the estimation of production structures with many inputs," Journal of Econometrics, Elsevier, vol. 5(1), pages 89-116, January.
  77. Koebel, Bertrand, 2006. "Exports and Labor Demand: Searching for Functional Structure in Multi-Output Multi-Skill Technologies," Journal of Business & Economic Statistics, American Statistical Association, vol. 24, pages 91-103, January.
  78. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
  79. LaFrance, Jeffrey T., 1991. "When Is Expenditure "Exogenous" In Separable Demand Models?," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 16(01), July.
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Cited by:

  1. Andrei Zlate & Federico Mandelman, 2013. "Offshoring, Low-skilled Immigration and Labor Market Polarization," 2013 Meeting Papers 1073, Society for Economic Dynamics.
  2. 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.
  3. Joseph Francois & Bernard Hoekman, 2010. "Services Trade and Policy," Journal of Economic Literature, American Economic Association, vol. 48(3), pages 642-692, September.
  4. Rosario Crinò, 2012. "Service Offshoring and the Skill Composition of Labour Demand," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(1), pages 20-57, 02.
  5. Crinò, Rosario, 2010. "Employment effects of service offshoring: Evidence from matched firms," Economics Letters, Elsevier, vol. 107(2), pages 253-256, May.
  6. Blanchard, Emily & Willmann, Gerald, 2016. "Trade, education, and the shrinking middle class," Journal of International Economics, Elsevier, vol. 99(C), pages 263-278.
  7. Runjuan Liu & Daniel Trefler, 2011. "A Sorted Tale of Globalization: White Collar Jobs and the Rise of Service Offshoring," NBER Working Papers 17559, National Bureau of Economic Research, Inc.
  8. Rosario Crinò, "undated". "Service Offshoring and White-Collar Employment," Working Papers 391, Barcelona Graduate School of Economics.
  9. Daniel Horgos, 2010. "A Ricardo-Viner Approach to Service Offshoring," Development Working Papers 290, Centro Studi Luca d'Agliano, University of Milano, revised 30 Apr 2010.

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