IDEAS home Printed from https://ideas.repec.org/p/hhs/iuiwop/0551.html
   My bibliography  Save this paper

Is Human Capital the Key to the IT Productivity Paradox?

Author

Listed:
  • Mellander, Erik

    (The Research Institute of Industrial Economics)

  • Savvidiou, Eleni

    (Uppsala University)

  • Gunnarsson, Gudmundur

    (Mälardalen's University College)

Abstract

Unlike previous analyses, we consider (i) that IT may affect productivity growth both directly and indirectly, through human capital interactions, and (ii) possible externalities in the use of IT. Examining, hypothetically, the statistical consequences of erroneously disregarding (i) and (ii) we shed light on the small or negative growth effects found in early U.S. studies, as well as the positive impacts reported recently. Our empirical analysis uses a 14-industry panel for Swedish manufacturing 1986-95. We find that human capital developments made the average effect of IT essentially zero in 1986 and steadily increasing thereafter, and, also, generated large differences in growth effects across industries.

Suggested Citation

  • Mellander, Erik & Savvidiou, Eleni & Gunnarsson, Gudmundur, 2001. "Is Human Capital the Key to the IT Productivity Paradox?," Working Paper Series 551, Research Institute of Industrial Economics.
  • Handle: RePEc:hhs:iuiwop:0551
    as

    Download full text from publisher

    File URL: https://swopec.hhs.se/iuiwop/papers/iuiwop0551.pdf
    File Function: Complete Rendering
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lam, David & Schoeni, Robert F, 1993. "Effects of Family Background on Earnings and Returns to Schooling: Evidence from Brazil," Journal of Political Economy, University of Chicago Press, vol. 101(4), pages 710-740, August.
    2. Davidson, Russell & MacKinnon, James G, 1981. "Several Tests for Model Specification in the Presence of Alternative Hypotheses," Econometrica, Econometric Society, vol. 49(3), pages 781-793, May.
    3. Lucas, Robert E, Jr, 1990. "Why Doesn't Capital Flow from Rich to Poor Countries?," American Economic Review, American Economic Association, vol. 80(2), pages 92-96, May.
    4. Berndt, Ernst R. & Morrison, Catherine J., 1995. "High-tech capital formation and economic performance in U.S. manufacturing industries An exploratory analysis," Journal of Econometrics, Elsevier, vol. 65(1), pages 9-43, January.
    5. Robert J. Gordon, 2000. "Does the "New Economy" Measure Up to the Great Inventions of the Past?," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 49-74, Fall.
    6. Jack E. Triplett, 1999. "The Solow productivity paradox: what do computers do to productivity?," Canadian Journal of Economics, Canadian Economics Association, vol. 32(2), pages 309-334, April.
    7. James A. Kahn & Jong-Soo Lim, 1998. "Skilled Labor-Augmenting Technical Progress in U. S. Manufacturing," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1281-1308.
    8. Catherine J. Morrison, 2000. "Assessing The Productivity Of Information Technology Equipment In U.S. Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 79(3), pages 471-481, August.
    9. 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.
    10. Sidney E. Harris & Joseph L. Katz, 1991. "Organizational Performance and Information Technology Investment Intensity in the Insurance Industry," Organization Science, INFORMS, vol. 2(3), pages 263-295, August.
    11. Kevin M. Murphy & Andrei Shleifer & Robert W. Vishny, 1991. "The Allocation of Talent: Implications for Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 503-530.
    12. Lindbeck, Assar & Snower, Dennis J, 2000. "Multitask Learning and the Reorganization of Work: From Tayloristic to Holistic Organization," Journal of Labor Economics, University of Chicago Press, vol. 18(3), pages 353-376, July.
    13. 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, President and Fellows of Harvard College, vol. 109(2), pages 367-397.
    14. Darrell Parsons & Calvin Gotlieb & Michael Denny, 1993. "Productivity and computers in Canadian banking," Journal of Productivity Analysis, Springer, vol. 4(1), pages 95-113, June.
    15. Ernst R. Berndt & Zvi Griliches & Neal Rappaport, 1993. "Econometric Estimates of Prices Indexes for Personal Computers in the 1990s," NBER Working Papers 4549, National Bureau of Economic Research, Inc.
    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. Byungtae Lee & Anitesh Barua, 1999. "An Integrated Assessment of Productivity and Efficiency Impacts of Information Technology Investments: Old Data, New Analysis and Evidence," Journal of Productivity Analysis, Springer, vol. 12(1), pages 21-43, August.
    18. Griliches, Zvi, 1969. "Capital-Skill Complementarity," The Review of Economics and Statistics, MIT Press, vol. 51(4), pages 465-468, November.
    19. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    20. Mellander, Erik & Skedinger, Per, 1998. "Corporate Job Ladders in Europe: Wage Premia for University vs. High School Level Positions," Working Paper Series 495, Research Institute of Industrial Economics, revised 25 Aug 1999.
    21. Donald Siegel, 1997. "The Impact Of Computers On Manufacturing Productivity Growth: A Multiple-Indicators, Multiple-Causes Approach," The Review of Economics and Statistics, MIT Press, vol. 79(1), pages 68-78, February.
    22. David, Paul A, 1990. "The Dynamo and the Computer: An Historical Perspective on the Modern Productivity Paradox," American Economic Review, American Economic Association, vol. 80(2), pages 355-361, May.
    23. 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.
    24. Stephen D. Oliner & Daniel E. Sichel, 1994. "Computers and Output Growth Revisited: How Big Is the Puzzle?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 25(2), pages 273-334.
    25. 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.
    26. Romer, Paul M., 1990. "Human capital and growth: Theory and evidence," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 32(1), pages 251-286, January.
    27. Pesaran, M. H. & Hall, A. D., 1988. "Tests of non-nested linear regression models subject to linear restrictions," Economics Letters, Elsevier, vol. 27(4), pages 341-348.
    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. Savvidou, Eleni, 2003. "The Relationship Between Skilled Labor and Technical Change," Working Paper Series 2003:27, Uppsala University, Department of Economics.
    2. Håkanson, Christina & Johanson, Satu & Mellander, Erik, 2003. "Employer-Sponsored Training in Stabilisation and Growth Policy Perspectives," Working Paper Series 592, Research Institute of Industrial Economics.

    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. Gunnarsson, Gudmundur & Mellander, Erik & Savvidou, Eleni, 2004. "Human capital is the key to the IT productivity paradox," Working Paper Series 2004:13, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    2. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    3. Jorge Saba Arbache, 2001. "Trade Liberalisation and Labor Markets in Developing Countries: Theory and Evidence," Studies in Economics 0112, School of Economics, University of Kent.
    4. 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.
    5. Gianfranco E. Atzeni & OA Carboni, 2004. "ICT productivity and firm propensity to innovative investment: learning effect evidence from italian micro data," Working Paper CRENoS 200414, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    6. Timothy Dunne & John Haltiwanger & Lucia Foster, 2000. "Wage and Productivity Dispersion in U.S. Manufacturing: The Role of Computer Investment," NBER Working Papers 7465, National Bureau of Economic Research, Inc.
    7. Elena Ketteni, 2009. "Information technology and economic performance in U.S industries," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 42(3), pages 844-865, August.
    8. Federico Biagi, 2013. "ICT and Productivity: A Review of the Literature," JRC Working Papers on Digital Economy 2013-09, Joint Research Centre.
    9. Chen, Yueh H. & Lin, Winston T., 2009. "Analyzing the relationships between information technology, inputs substitution and national characteristics based on CES stochastic frontier production models," International Journal of Production Economics, Elsevier, vol. 120(2), pages 552-569, August.
    10. Kiley, Michael T., 2001. "Computers and growth with frictions: aggregate and disaggregate evidence," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 55(1), pages 171-215, December.
    11. Scott, Susan V. & Van Reenen, John & Zachariadis, Markos, 2017. "The long-term effect of digital innovation on bank performance: An empirical study of SWIFT adoption in financial services," Research Policy, Elsevier, vol. 46(5), pages 984-1004.
    12. Ketteni, Elena & Mamuneas, Theofanis & Stengos, Thanasis, 2011. "The Effect Of Information Technology And Human Capital On Economic Growth," Macroeconomic Dynamics, Cambridge University Press, vol. 15(5), pages 595-615, November.
    13. Indjikian, Rouben & Siegel, Donald S., 2005. "The Impact of Investment in IT on Economic Performance: Implications for Developing Countries," World Development, Elsevier, vol. 33(5), pages 681-700, May.
    14. Kevin J. Stiroh, 2002. "Information Technology and the U.S. Productivity Revival: What Do the Industry Data Say?," American Economic Review, American Economic Association, vol. 92(5), pages 1559-1576, December.
    15. Savvidou, Eleni, 2003. "The Relationship Between Skilled Labor and Technical Change," Working Paper Series 2003:27, Uppsala University, Department of Economics.
    16. repec:ebl:ecbull:v:15:y:2005:i:18:p:1-11 is not listed on IDEAS
    17. Timothy Dunne & Lucia Foster & John Haltiwanger & Kenneth R. Troske, 2004. "Wage and Productivity Dispersion in United States Manufacturing: The Role of Computer Investment," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 397-430, April.
    18. Stefan Schweikl & Robert Obermaier, 2020. "Lessons from three decades of IT productivity research: towards a better understanding of IT-induced productivity effects," Management Review Quarterly, Springer, vol. 70(4), pages 461-507, November.
    19. Nathalie Greenan & Yannick L’Horty, 2002. "Le paradoxe de la productivité," Documents de recherche 02-02, Centre d'Études des Politiques Économiques (EPEE), Université d'Evry Val d'Essonne.
    20. Sang-Yong Tom Lee & Xiao Jia Guo, 2004. "Information and Communications Technology (ICT) and Spillover: A Panel Analysis," Econometric Society 2004 Far Eastern Meetings 722, Econometric Society.
    21. Ahn, Sanghoon, 2003. "Technology Upgrading with Learning Cost," CEI Working Paper Series 2003-21, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.

    More about this item

    Keywords

    IT-human Capital Complementarity; New Growth Theory; Applied Econometrics;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General

    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:hhs:iuiwop:0551. 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: Elisabeth Gustafsson (email available below). General contact details of provider: https://edirc.repec.org/data/iuiiise.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.