IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp9239.html
   My bibliography  Save this paper

Does ICT Investment Spur or Hamper Offshoring? Empirical Evidence from Microdata

Author

Listed:
  • Benfratello, Luigi

    (University of Naples Federico II)

  • Razzolini, Tiziano

    (University of Siena)

  • Sembenelli, Alessandro

    (University of Turin)

Abstract

We provide evidence on the effect of ICT investment on the propensity to offshore for a sample of Italian manufacturing firms. To deal with the endogeneity of ICT investment we adopt an innovative identification strategy based on the availability of local broad band facilities. Contrary to previous literature focusing on services, we find a negative effect of ICT on offshoring. Furthermore, when splitting the sample according to the technological level, the effect is negative and significant only in the sub-sample of low-tech firms. This suggests that ICT capital substitutes for foreign workers in performing routine tasks in low-tech industries.

Suggested Citation

  • Benfratello, Luigi & Razzolini, Tiziano & Sembenelli, Alessandro, 2015. "Does ICT Investment Spur or Hamper Offshoring? Empirical Evidence from Microdata," IZA Discussion Papers 9239, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp9239
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp9239.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Sandra E. Black & Lisa M. Lynch, 2004. "What's driving the new economy?: the benefits of workplace innovation," Economic Journal, Royal Economic Society, vol. 114(493), pages 97-116, February.
    2. 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.
    3. Mirko Draca & Raffaella Sadun & John Van Reenen, 2006. "Productivity and ICT: A Review of the Evidence," CEP Discussion Papers dp0749, Centre for Economic Performance, LSE.
    4. Kuldeep Kumar & Paul C van Fenema & Mary Ann von Glinow, 2009. "Offshoring and the global distribution of work: Implications for task interdependence theory and practice," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(4), pages 642-667, May.
    5. repec:dau:papers:123456789/10093 is not listed on IDEAS
    6. 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.
    7. Wolfgang Keller & Stephen R. Yeaple, 2008. "Global Production and Trade in the Knowledge Economy," NBER Working Papers 14626, National Bureau of Economic Research, Inc.
    8. Edward E Leamer & Michael Storper, 2001. "The Economic Geography of the Internet Age," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 32(4), pages 641-665, December.
    9. Eric A. Verhoogen, 2008. "Trade, Quality Upgrading, and Wage Inequality in the Mexican Manufacturing Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 489-530.
    10. Bartel, Ann & Lach, Saul & Sicherman, Nachum, 2005. "Outsourcing and Technological Change," CEPR Discussion Papers 5082, C.E.P.R. Discussion Papers.
    11. Laura Abramovsky & Rachel Griffith, 2006. "Outsourcing and Offshoring of Business Services: How Important is ICT?," Journal of the European Economic Association, MIT Press, vol. 4(2-3), pages 594-601, 04-05.
    12. Edward E. Leamer, 2007. "A Flat World, a Level Playing Field, a Small World After All, or None of the Above? A Review of Thomas L Friedman's The World is Flat," Journal of Economic Literature, American Economic Association, vol. 45(1), pages 83-126, March.
    13. Eve Caroli & John Van Reenen, 2001. "Skill-Biased Organizational Change? Evidence from A Panel of British and French Establishments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1449-1492.
    14. Alla Lileeva & Johannes Van Biesebroeck, 2013. "Outsourcing When Investments Are Specific And Interrelated," Journal of the European Economic Association, European Economic Association, vol. 11(4), pages 871-896, August.
    15. Massimo G. Colombo & Marco Delmastro, 2004. "Delegation of Authority In Business Organizations: An Empirical Test," Journal of Industrial Economics, Wiley Blackwell, vol. 52(1), pages 53-80, March.
    16. Pol Antras & Elhanan Helpman, 2004. "Global Sourcing," Journal of Political Economy, University of Chicago Press, vol. 112(3), pages 552-580, June.
    17. 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.
    18. Mariagiovanna Baccara, 2007. "Outsourcing, information leakage, and consulting firms," RAND Journal of Economics, RAND Corporation, vol. 38(1), pages 269-289, March.
    19. Matteo Bugamelli & Patrizio Pagano, 2004. "Barriers to investment in ICT," Applied Economics, Taylor & Francis Journals, vol. 36(20), pages 2275-2286.
    20. Rasel, Fabienne, 2012. "Offshoring and ICT: Evidence for German manufacturing and service firms," ZEW Discussion Papers 12-087, ZEW - Leibniz Centre for European Economic Research.
    21. Mariagiovanna Baccara, 2007. "Outsourcing, information leakage, and consulting firms," RAND Journal of Economics, RAND Corporation, vol. 38(1), pages 260-289, March.
    22. 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.
    23. Gene M. Grossman & Esteban Rossi-Hansberg, 2006. "The rise of offshoring: it's not wine for cloth anymore," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 59-102.
    24. Mary Amiti & Shang-Jin Wei, 2005. "Fear of service outsourcing: is it justified? [‘Location of vertically linked industries: agglomeration versus comparative advantage’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 20(42), pages 308-347.
    25. Mol, Michael J., 2005. "Does being R&D intensive still discourage outsourcing?: Evidence from Dutch manufacturing," Research Policy, Elsevier, vol. 34(4), pages 571-582, May.
    26. Silvia Fabiani & Fabiano Schivardi & Sandro Trento, 2005. "ICT adoption in Italian manufacturing: firm-level evidence," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 14(2), pages 225-249, April.
    27. Wouter Dessein & Tano Santos, 2006. "Adaptive Organizations," Journal of Political Economy, University of Chicago Press, vol. 114(5), pages 956-985, October.
    28. repec:hrv:faseco:4784029 is not listed on IDEAS
    29. Elisabetta Magnani, 2006. "Technological diffusion, the diffusion of skill and the growth of outsourcing in US manufacturing," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(7), pages 617-647.
    30. Thomas Hempell & Thomas Zwick, 2008. "New Technology, Work Organisation, And Innovation," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(4), pages 331-354.
    31. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    32. Keane, Michael P, 1992. "A Note on Identification in the Multinomial Probit Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(2), pages 193-200, April.
    33. Wilde, Joachim, 2000. "Identification of multiple equation probit models with endogenous dummy regressors," Economics Letters, Elsevier, vol. 69(3), pages 309-312, December.
    34. Riccardo Lucchetti & Alessandro Sterlacchini, 2004. "The Adoption of ICT among SMEs: Evidence from an Italian Survey," Small Business Economics, Springer, vol. 23(2), pages 151-168, September.
    35. Anna Giunta & Francesco Trivieri, 2007. "Understanding the determinants of information technology adoption: evidence from Italian manufacturing firms," Applied Economics, Taylor & Francis Journals, vol. 39(10), pages 1325-1334.
    36. Gene M. Grossman & Elhanan Helpman, 2002. "Integration versus Outsourcing in Industry Equilibrium," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 85-120.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Fabienne Rasel, 2017. "ICT and global sourcing – evidence for German manufacturing and service firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(7), pages 634-660, October.
    2. Valeria Gattai & Valentina Trovato, 2014. "Estimating sourcing premia with Italian regional data," Working Papers 276, University of Milano-Bicocca, Department of Economics, revised Jun 2014.
    3. Gavin Murphy & Iulia Siedschlag, 2015. "Determinants of R&D offshoring," JRC Working Papers on Corporate R&D and Innovation 2015-02, Joint Research Centre.
    4. Andrea F. Presbitero & Matteo G. Richiardi & Alessia A. Amighini, 2015. "Is labor flexibility a substitute to offshoring? Evidence from Italian manufacturing," International Economics, CEPII research center, issue 142, pages 81-93.
    5. Valeria Gattai, 2015. "Internationalisation and performance at the firm-level: what we learn from Italy," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 42(4), pages 475-509, December.
    6. Gueyon Kim & Dohyeon Lee, 2020. "Offshoring and Segregation by Skill: Theory and Evidence," Working Papers 2020-073, Human Capital and Economic Opportunity Working Group.
    7. Gavin Murphy & Iulia Siedschlag, 2018. "Determinants of R&D offshoring: firm-level evidence from a small open economy," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(2), pages 529-553, August.
    8. Igna, Ioana A. & Rincon-Aznar, Ana & Venturini, Francesco, 2019. "Upstream regulation, factor demand and productivity: Cross-industry differences in OECD countries, 1975–2007," Information Economics and Policy, Elsevier, vol. 49(C).
    9. Rasel, Fabienne, 2012. "Offshoring and ICT: Evidence for German manufacturing and service firms," ZEW Discussion Papers 12-087, ZEW - Leibniz Centre for European Economic Research.
    10. Valeria Gattai, 2015. "Foreign exposure and heterogeneous performance of Italian firms: A survey of the empirical literature (1992-2014)," Working Papers 300, University of Milano-Bicocca, Department of Economics, revised Apr 2015.

    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. repec:tur:wpaper:5 is not listed on IDEAS
    2. Sethupathy, Guru, 2013. "Offshoring, wages, and employment: Theory and evidence," European Economic Review, Elsevier, vol. 62(C), pages 73-97.
    3. 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.
    4. Juan M. Gallego & Luis H. Gutiérrez & Sang H. Lee, 2015. "A firm-level analysis of ICT adoption in an emerging economy: evidence from the Colombian manufacturing industries," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(1), pages 191-221.
    5. Viete, Steffen & Erdsiek, Daniel, 2018. "Trust-based work time and the productivity effects of mobile information technologies in the workplace," ZEW Discussion Papers 18-013, ZEW - Leibniz Centre for European Economic Research.
    6. Bartel, Ann P. & Lach, Saul & Sicherman, Nachum, 2008. "Outsourcing and Technological Innovations: A Firm-Level Analysis," IZA Discussion Papers 3334, Institute of Labor Economics (IZA).
    7. Tobias Stucki & Daniel Wochner, 2019. "Technological and organizational capital: Where complementarities exist," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 28(3), pages 458-487, June.
    8. DeStefano, Timothy & Kneller, Richard & Timmis, Jonathan, 2018. "Broadband infrastructure, ICT use and firm performance: Evidence for UK firms," Journal of Economic Behavior & Organization, Elsevier, vol. 155(C), pages 110-139.
    9. Viete, Steffen & Erdsiek, Daniel, 2020. "Mobile Information Technologies and Firm Performance: The Role of Employee Autonomy," Information Economics and Policy, Elsevier, vol. 51(C).
    10. Fındık, Derya & Tansel, Aysit, 2013. "Resources on the stage: a firm level analysis of the ict adoption in Turkey," MPRA Paper 65956, University Library of Munich, Germany, revised 05 Aug 2014.
    11. Spitz, Alexandra & Bertschek, Irene, 2003. "IT, Organizational Change and Wages," ZEW Discussion Papers 03-69, ZEW - Leibniz Centre for European Economic Research.
    12. Charlie Karlsson & Gunther Maier & Michaela Trippl & Iulia Siedschlag & Gavin Murphy, 2010. "ICT and Regional Economic Dynamics: A Literature Review," JRC Research Reports JRC59920, Joint Research Centre.
    13. João Amador & Sónia Cabral, 2014. "Global Value Chains: Surveying Drivers, Measures and Impacts," Working Papers w201403, Banco de Portugal, Economics and Research Department.
    14. Stefanie Haller & Iulia Siedschlag, 2011. "Determinants of ICT adoption: evidence from firm-level data," Applied Economics, Taylor & Francis Journals, vol. 43(26), pages 3775-3788.
    15. Maarten Goos & Melanie Arntz & Ulrich Zierahn & Terry Gregory & Stephanie Carretero Gomez & Ignacio Gonzalez Vazquez & Koen Jonkers, 2019. "The Impact of Technological Innovation on the Future of Work," JRC Working Papers on Labour, Education and Technology 2019-03, Joint Research Centre.
    16. Viete, Steffen & Erdsiek, Daniel, 2015. "Mobile information and communication technologies, flexible work organization and labor productivity: Firm-level evidence," ZEW Discussion Papers 15-087, ZEW - Leibniz Centre for European Economic Research.
    17. Fındık, Derya & Tansel, Aysit, 2013. "Resources on the stage: a firm level analysis of the ict adoption in Turkey," MPRA Paper 65956, University Library of Munich, Germany, revised 05 Aug 2014.
    18. Maliranta, Mika & Asplund, Rita, 2007. "Training and Hiring Strategies to Improve Firm Performance," Discussion Papers 1105, The Research Institute of the Finnish Economy.
    19. Fabienne Rasel, 2017. "ICT and global sourcing – evidence for German manufacturing and service firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(7), pages 634-660, October.
    20. Juan Jung & Gonzalo Gómez-Bengoechea, 2022. "A literature review on firm digitalization: drivers and impacts," Studies on the Spanish Economy eee2022-20, FEDEA.
    21. Gavin Murphy & Iulia Siedschlag, 2015. "Determinants of R&D offshoring," JRC Working Papers on Corporate R&D and Innovation 2015-02, Joint Research Centre.

    More about this item

    Keywords

    ICT Investment; offshoring; maximum likelihood system estimation;
    All these keywords.

    JEL classification:

    • C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models; Switching Regression Models
    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • F20 - International Economics - - International Factor Movements and International Business - - - General
    • L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production

    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:iza:izadps:dp9239. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.