IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

Service Offshoring and White-Collar Employment

  • Rosario Crinò

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.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.cesifo-group.de/portal/page/portal/DocBase_Content/WP/WP-CESifo_Working_Papers/wp-cesifo-2007/wp-cesifo-2007-07/cesifo1_wp2040.pdf
Download Restriction: no

Paper provided by CESifo Group Munich in its series CESifo Working Paper Series with number 2040.

as
in new window

Length:
Date of creation: 2007
Date of revision:
Handle: RePEc:ces:ceswps:_2040
Contact details of provider: Postal: Poschingerstrasse 5, 81679 Munich
Phone: +49 (89) 9224-0
Fax: +49 (89) 985369
Web page: http://www.cesifo.de
Email:


More information through EDIRC

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. Robert C. Feenstra, . "Integration Of Trade And Disintegration Of Production In The Global Economy," Department of Economics 98-06, California Davis - Department of Economics.
  2. Jagdish Bhagwati & Arvind Panagariya, 2004. "The Muddles over Outsourcing," Journal of Economic Perspectives, American Economic Association, vol. 18(4), pages 93-114, Fall.
  3. 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.
  4. 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.
  5. Rosario Crinò, 2008. "Service offshoring and productivity in Western Europe," Economics Bulletin, AccessEcon, vol. 6(35), pages 1-8.
  6. Andrés Rodríguez-Clare, 2010. "Offshoring in a Ricardian World," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 227-58, April.
  7. 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.
  8. Ingo Geishecker & Holger Görg, . "Services Offshoring and Wages: Evidence from Micro Data," Discussion Papers 08/22, University of Nottingham, GEP.
  9. 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.
  10. Kambourov, Gueorgui & Manovskii, Iourii, 2004. "Occupational Mobility and Wage Inequality," IZA Discussion Papers 1189, Institute for the Study of Labor (IZA).
  11. 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.
  12. Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-61, January.
  13. Richard Baldwin & Frederic Robert-Nicoud, 2007. "Offshoring: General Equilibrium Effects on Wages, Production and Trade," NBER Working Papers 12991, National Bureau of Economic Research, Inc.
  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. 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.
  16. Oecd, 2005. "Potential Offshoring of ICT-intensive Using Occupations," OECD Digital Economy Papers 91, OECD Publishing.
  17. Rossi-Hansberg, Esteban & Garicano, Luis & Antras, Pol, 2006. "Offshoring in a Knowledge Economy," Scholarly Articles 3196323, Harvard University Department of Economics.
  18. 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.
  19. Yen, Steven T. & Lin, Biing-Hwan, 2004. "A Sample Selection Approach To Censored Demand Systems," 2004 Annual meeting, August 1-4, Denver, CO 20082, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  20. Mündler, Marc-Andreas & Becker, Sascha O., 2006. "Margins of multinational labor substitution," Discussion Paper Series 1: Economic Studies 2006,24, Deutsche Bundesbank, Research Centre.
  21. Robert E. Lipsey, 2006. "Measuring International Trade in Services," NBER Working Papers 12271, National Bureau of Economic Research, Inc.
  22. 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.
  23. 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.
  24. Koebel, Bertrand, 2005. "Exports and Labour Demand: Searching for Functional Structure in Multi-Output Multi-Skill Technologies," IZA Discussion Papers 1672, Institute for the Study of Labor (IZA).
  25. Diewert, W. E., 1976. "Exact and superlative index numbers," Journal of Econometrics, Elsevier, vol. 4(2), pages 115-145, May.
  26. 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.
  27. Bousquet, Alain & Ladoux, Norbert, 2004. "Flexible versus Designated Technologies and Inter-Fuel Substitution," IDEI Working Papers 282, Institut d'Économie Industrielle (IDEI), Toulouse.
  28. 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.
  29. Becker, Sascha O. & Ekholm, Karolina & Muendler, Marc-Andreas, 2009. "Offshoring and the Onshore Composition of Tasks and Skills," CEPR Discussion Papers 7391, C.E.P.R. Discussion Papers.
  30. Karsten Bjerring Olsen, 2006. "Productivity Impacts of Offshoring and Outsourcing: A Review," OECD Science, Technology and Industry Working Papers 2006/1, OECD Publishing.
  31. 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.
  32. Alexander Hijzen & Holger Görg & Robert C. Hine, 2004. "International Outsourcing and the Skill Structure of Labour Demand in the United Kingdom," Discussion Papers of DIW Berlin 437, DIW Berlin, German Institute for Economic Research.
  33. repec:ebl:ecbull:v:6:y:2008:i:35:p:1-8 is not listed on IDEAS
  34. repec:hrv:faseco:4784031 is not listed on IDEAS
  35. 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.
  36. Lee, Lung-Fei & Pitt, Mark M, 1986. "Microeconometric Demand Systems with Binding Nonnegativity Constraints: The Dual Approach," Econometrica, Econometric Society, vol. 54(5), pages 1237-42, September.
  37. Daniel Horgos, 2007. "Labor Market Effects of International Outsourcing: How Measurement Matters," SOEPpapers on Multidisciplinary Panel Data Research 58, DIW Berlin, The German Socio-Economic Panel (SOEP).
  38. Woodland, Alan D., 1978. "On testing weak separability," Journal of Econometrics, Elsevier, vol. 8(3), pages 383-398, December.
  39. N. Gregory Mankiw & Phillip Swagel, 2006. "The Politics and Economics of Offshore Outsourcing," NBER Working Papers 12398, National Bureau of Economic Research, Inc.
  40. 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.
  41. Chamberlain, Gary, 1982. "Multivariate regression models for panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 5-46, January.
  42. 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.
  43. Robert C. Feenstra & Gordon H. Hanson, 1996. "Globalization, Outsourcing, and Wage Inequality," NBER Working Papers 5424, National Bureau of Economic Research, Inc.
  44. 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.
  45. Thomas Lemieux, 2007. "The Changing Nature of Wage Inequality," NBER Working Papers 13523, National Bureau of Economic Research, Inc.
  46. 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.
  47. Paolo Epifani & Gino Gancia, 2004. "Increasing returns, imperfect competition and factor prices," Economics Working Papers 953, Department of Economics and Business, Universitat Pompeu Fabra, revised Oct 2005.
  48. 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.
  49. 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.
  50. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
  51. James Markusen, 2005. "Modeling the Offshoring of White-Collar Services: From Comparative Advantage to the New Theories of Trade and FDI," NBER Working Papers 11827, National Bureau of Economic Research, Inc.
  52. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
  53. Gene M. Grossman & Esteban Rossi-Hansberg, 2008. "Trading Tasks: A Simple Theory of Offshoring," American Economic Review, American Economic Association, vol. 98(5), pages 1978-97, December.
  54. Rosario Crinò, 2009. "Service Offshoring and White-Collar Employment," Working Papers 391, Barcelona Graduate School of Economics.
  55. Eric J. Bartelsman & Wayne Gray, 1996. "The NBER Manufacturing Productivity Database," NBER Technical Working Papers 0205, National Bureau of Economic Research, Inc.
  56. 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.
  57. David 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.
  58. 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.
  59. 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 533-65, May.
  60. Alex Hijzen & Mauro Pisu & Richard Upward & Peter Wright, . "Employment, Job Turnover and the Trade in Producer Services: Firm-level Evidence," Discussion Papers 07/37, University of Nottingham, GEP.
  61. 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.
  62. Berman, Eli & Bound, John & Griliches, Zvi, 1994. "Changes in the Demand for Skilled Labor within U.S. Manufacturing: Evidence from the Annual Survey of Manufactures," The Quarterly Journal of Economics, MIT Press, vol. 109(2), pages 367-97, May.
  63. 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.
  64. 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.
  65. 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.
  66. 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.
  67. James R. Markusen & Bridget Strand, 2007. "Trade in Business Services in General Equilibrium," NBER Working Papers 12816, National Bureau of Economic Research, Inc.
  68. Ekholm, Karolina & Hakkala, Katariina, 2006. "The Effect of Offshoring on Labour Demand: Evidence from Sweden," CEPR Discussion Papers 5648, C.E.P.R. Discussion Papers.
  69. Maarten Goos & Alan Manning, 2003. "Lousy and Lovely Jobs: the Rising Polarization of Work in Britain," CEP Discussion Papers dp0604, Centre for Economic Performance, LSE.
  70. 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 302-29, July.
  71. 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 404-18, June.
  72. 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 241-64, June.
  73. Lori G. Kletzer, 1998. "Job Displacement," Journal of Economic Perspectives, American Economic Association, vol. 12(1), pages 115-136, Winter.
  74. 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.
  75. 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.
  76. 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.
  77. 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.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:ces:ceswps:_2040. 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: (Julio Saavedra)

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.