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Technology, Selection, and Training in Call Centers

Author

Listed:
  • Sieben, I.J.P.

    (Research Centre for Educ and Labour Mark)

  • de Grip, A.

    (Research Centre for Educ and Labour Mark)

  • Longen, J.
  • Sorensen, O.

Abstract

This analysis of establishment-level call center survey data from 14 countries in 2003–2006 explores relationships among technology, selection, and training for both newly hired and more experienced workers. The findings suggest, consistent with the more generic literature, that information and communication technology (ICT) increased training investments. However, the effects on both training and informal learning in the first year differed by technology type. Workflow automation technologies had particularly strong influence on training demands for newly hired agents in call centers. In contrast, interaction automation technologies (such as interactive voice response and speech recognition) and enhanced interaction technologies (such as media blending, electronic customer relationship management, and web-enablement) only led to more ongoing training, and interaction automation technologies had a negative relationship with informal learning in the first year. The findings also suggest that call centers with high levels of ICT recruited a work force with higher returns to training.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Sieben, I.J.P. & de Grip, A. & Longen, J. & Sorensen, O., 2007. "Technology, Selection, and Training in Call Centers," ROA Research Memorandum 004, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    • Handle: RePEc:unm:umaror:2007004
    DOI: 10.26481/umaror.2007004
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    References listed on IDEAS

    as
    1. Dohmen, Thomas J., 2004. "Performance, seniority, and wages: formal salary systems and individual earnings profiles," Labour Economics, Elsevier, vol. 11(6), pages 741-763, December.
    2. Wim Groot & Henriette Maassen Vann De Brink, 2000. "Education, training and employability," Applied Economics, Taylor & Francis Journals, vol. 32(5), pages 573-581.
    3. Jeffrey H. Keefe, 1991. "Numerically Controlled Machine Tools and Worker Skills," ILR Review, Cornell University, ILR School, vol. 44(3), pages 503-519, April.
    4. van Smoorenburg, M. S. M. & van der Velden, R. K. W., 2000. "The training of school-leavers: Complementarity or substitution?," Economics of Education Review, Elsevier, vol. 19(2), pages 207-217, April.
    5. 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.
    6. repec:bla:scotjp:v:48:y:2001:i:5:p:517-31 is not listed on IDEAS
    7. Broersma, Lourens & Koeman, Jan & Teulings, Coen, 2000. "Labour Supply, the Natural Rate, and the Welfare State in The Netherlands: The Wrong Institutions at the Wrong Point in Time," Oxford Economic Papers, Oxford University Press, vol. 52(1), pages 96-118, January.
    8. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    9. Johnson, Joanne & Baldwin, John R. & Gray, Tara, 1995. "Technology Use, Training and Plant-specific Knowledge in Manufacturing Establishments," Analytical Studies Branch Research Paper Series 1995086e, Statistics Canada, Analytical Studies Branch.
    10. Baldwin, John R. & Peters, Valerie, 2001. "Training as a Human Resource Strategy: The Response to Staff Shortages and Technological Change," Analytical Studies Branch Research Paper Series 2001154e, Statistics Canada, Analytical Studies Branch.
    11. Grip Andries de & Sieben Inge & Jaarsveld Danielle van, 2006. "Labour Market Segmentation Revisited: A Study of the Dutch Call Centre Sector," ROA Working Paper 007, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    12. repec:bla:scotjp:v:46:y:1999:i:4:p:458-87 is not listed on IDEAS
    13. Paola Giuri & Salvatore Torrisi & Natalia Zinovyeva, 2005. "ICT, Skills and Organisational Change: Evidence from a Panel of Italian Manufacturing Firms," LEM Papers Series 2005/11, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    14. 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.
    15. Bartel, Ann P & Sicherman, Nachum, 1998. "Technological Change and the Skill Acquisition of Young Workers," Journal of Labor Economics, University of Chicago Press, vol. 16(4), pages 718-755, October.
    16. 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, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    17. Rosemary Batt & David Holman & Ursula Holtgrewe, 2009. "The Globalization of Service Work: Comparative Institutional Perspectives on Call Centers," ILR Review, Cornell University, ILR School, vol. 62(4), pages 453-488, July.
    18. Larry W. Hunter & John J. Lafkas, 2003. "Opening the Box: Information Technology, Work Practices, and Wages," ILR Review, Cornell University, ILR School, vol. 56(2), pages 224-243, January.
    19. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1279-1333.
    20. 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.
    21. Paul Osterman, 2000. "Work Reorganization in an Era of Restructuring: Trends in Diffusion and Effects on Employee Welfare," ILR Review, Cornell University, ILR School, vol. 53(2), pages 179-196, January.
    22. Shields, Michael, 1998. "Changes in the Determinants of Employer-Funded Training for Full-Time Employees in Britain, 1984-1994," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 60(2), pages 189-214, May.
    23. Groot, Loek F. M. & De Grip, Andries, 1991. "Technological change and skill formation in the bank sector," Economics of Education Review, Elsevier, vol. 10(1), pages 57-71, March.
    24. Barron, John M & Black, Dan A & Loewenstein, Mark A, 1989. "Job Matching and On-the-Job Training," Journal of Labor Economics, University of Chicago Press, vol. 7(1), pages 1-19, January.
    25. Jonathan R. Veum, 1995. "Sources of Training and Their Impact on Wages," ILR Review, Cornell University, ILR School, vol. 48(4), pages 812-826, July.
    26. Ranald Richardson & Andrew Gillespie, 2003. "The Call of the Wild: Call Centers and Economic Development in Rural Areas," Growth and Change, Wiley Blackwell, vol. 34(1), pages 87-108, February.
    27. Hempell, Thomas, 2003. "Do Computers Call for Training? Firm-level Evidence on Complementarities Between ICT and Human Capital Investments," ZEW Discussion Papers 03-20, ZEW - Leibniz Centre for European Economic Research.
    28. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
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    Cited by:

    1. Heß, Pascal & Janssen, Simon & Leber, Ute, 2023. "The effect of automation technology on workers’ training participation," Economics of Education Review, Elsevier, vol. 96(C).
    2. Sauermann, Jan & Stenberg, Anders, 2020. "Assessing Selection Bias in Non-Experimental Estimates of the Returns to Workplace Training," IZA Discussion Papers 13789, IZA Network @ LISER.
    3. Janssen, Simon & Mohrenweiser, Jens, 2018. "The Shelf Life of Incumbent Workers during Accelerating Technological Change: Evidence from a Training Regulation Reform," IZA Discussion Papers 11312, IZA Network @ LISER.
    4. Brunello, Giorgio & Rückert, Désirée & Weiss, Christoph T. & Wruuck, Patricia, 2023. "Advanced Digital Technologies and Investment in Employee Training: Complements or Substitutes?," IZA Discussion Papers 15936, IZA Network @ LISER.
    5. Jim Allen & Andries de Grip, 2012. "Does skill obsolescence increase the risk of employment loss?," Applied Economics, Taylor & Francis Journals, vol. 44(25), pages 3237-3245, September.
    6. Andries De Grip & Jan Sauermann, 2012. "The Effects of Training on Own and Co‐worker Productivity: Evidence from a Field Experiment," Economic Journal, Royal Economic Society, vol. 122(560), pages 376-399, May.
    7. Mariam Camarero & Gaetano D’Adamo & Cecilio Tamarit, 2014. "The role of Institutions in explaining wage determination in the Euro Area: a panel cointegration approach," Working Papers 2014/15, Economics Department, Universitat Jaume I, Castellón (Spain).
    8. Andries de Grip, 2015. "The importance of informal learning at work," World of Labour, LISER, pages 162-162, June.
    9. Andries De Grip, 2024. "The importance of informal learning at work: On-the-job learning is more important for workers’ human capital development than formal training," World of Labour, LISER, pages 1622-1622, March.

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