IDEAS home Printed from https://ideas.repec.org/p/tor/tecipa/jorob-00-02.html
   My bibliography  Save this paper

Twin Engines of Growth

Author

Listed:
  • Huw Lloyd-Ellis
  • Joanne Roberts

Abstract

We develop an endogenous growth model in which new technology and new skills are bounded complements they complement each other up to a point, but beyond this the impact of each factor is constrained by the level of the other. As a result, both technological progress and human capital accumulation are necessary for sustained productivity growth, but neither alone is sufficient. Rapid technological progress generates increased returns to education and encourages each generation to spend more time in school. Rapid human capital accumulation increases the feasibility and profitability of innovation and encourages the private business sector to allocate more resources towards R&D. Our model has important implications for the effectiveness of alternative growth promoting policies, for the interpretation of the empirical relationship between growth and schooling, and for the relationship between growth and intergenerational wage dispersion. Keywords: Endogenous technological change, endogenous human capital accumulation, minimum skill requirements, bounded complementarity.

Suggested Citation

  • Huw Lloyd-Ellis & Joanne Roberts, 2000. "Twin Engines of Growth," Working Papers jorob-00-02, University of Toronto, Department of Economics.
  • Handle: RePEc:tor:tecipa:jorob-00-02
    as

    Download full text from publisher

    File URL: https://www.economics.utoronto.ca/public/workingPapers/UT-ECIPA-JOROB-00-02.pdf
    File Function: MainText
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Parente Stephen L., 1994. "Technology Adoption, Learning-by-Doing, and Economic Growth," Journal of Economic Theory, Elsevier, vol. 63(2), pages 346-369, August.
    2. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    3. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    4. Galor, Oded & Tsiddon, Daniel, 1997. "Technological Progress, Mobility, and Economic Growth," American Economic Review, American Economic Association, vol. 87(3), pages 363-382, June.
    5. Charles I. Jones, 1999. "Growth: With or Without Scale Effects?," American Economic Review, American Economic Association, vol. 89(2), pages 139-144, May.
    6. Theo S. Eicher, 1996. "Interaction Between Endogenous Human Capital and Technological Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 63(1), pages 127-144.
    7. Klenow, Peter J. & Rodriguez-Clare, Andres, 1997. "Economic growth: A review essay," Journal of Monetary Economics, Elsevier, vol. 40(3), pages 597-617, December.
    8. Oded Galor & Omer Moav, 2000. "Ability-Biased Technological Transition, Wage Inequality, and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 469-497.
    9. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    10. Carneiro, Pedro & Heckman, James J., 2003. "Human Capital Policy," IZA Discussion Papers 821, Institute of Labor Economics (IZA).
    11. 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.
    12. Nancy L. Stokey, 1991. "Human Capital, Product Quality, and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 587-616.
    13. Richard R. Nelson & Edmond S. Phelps, 1965. "Investment in Humans, Technological Diffusion and Economic Growth," Cowles Foundation Discussion Papers 189, Cowles Foundation for Research in Economics, Yale University.
    14. Smulders, Sjak & van de Klundert, Theo, 1995. "Imperfect competition, concentration and growth with firm-specific R & D," European Economic Review, Elsevier, vol. 39(1), pages 139-160, January.
    15. Trefler, Daniel, 1995. "The Case of the Missing Trade and Other Mysteries," American Economic Review, American Economic Association, vol. 85(5), pages 1029-1046, December.
    16. Francesco Caselli, 1999. "Technological Revolutions," American Economic Review, American Economic Association, vol. 89(1), pages 78-102, March.
    17. Foster, Andrew D & Rosenzweig, Mark R, 1996. "Technical Change and Human-Capital Returns and Investments: Evidence from the Green Revolution," American Economic Review, American Economic Association, vol. 86(4), pages 931-953, September.
    18. 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.
    19. Claudia Goldin & Lawrence F. Katz, 1998. "The Origins of Technology-Skill Complementarity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 693-732.
    20. Segerstrom, Paul S, 1998. "Endogenous Growth without Scale Effects," American Economic Review, American Economic Association, vol. 88(5), pages 1290-1310, December.
    21. Parente, Stephen L & Prescott, Edward C, 1994. "Barriers to Technology Adoption and Development," Journal of Political Economy, University of Chicago Press, vol. 102(2), pages 298-321, April.
    22. Bartel, Ann P & Lichtenberg, Frank R, 1987. "The Comparative Advantage of Educated Workers in Implementing New Technology," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 1-11, February.
    23. Mark Bils & Peter J. Klenow, 1998. "Does Schooling Cause Growth or the Other Way Around?," NBER Working Papers 6393, National Bureau of Economic Research, Inc.
    24. Peter Howitt, 2000. "Endogenous Growth and Cross-Country Income Differences," American Economic Review, American Economic Association, vol. 90(4), pages 829-846, September.
    25. Peter Howitt, 1999. "Steady Endogenous Growth with Population and R & D Inputs Growing," Journal of Political Economy, University of Chicago Press, vol. 107(4), pages 715-730, August.
    26. Jacob Mincer, 1994. "Investment in U.S. Education and Training," NBER Working Papers 4844, National Bureau of Economic Research, Inc.
    27. Chari, V V & Hopenhayn, Hugo, 1991. "Vintage Human Capital, Growth, and the Diffusion of New Technology," Journal of Political Economy, University of Chicago Press, vol. 99(6), pages 1142-1165, December.
    28. Huw Lloyd-Ellis, 1999. "Endogenous Technological Change and Wage Inequality," American Economic Review, American Economic Association, vol. 89(1), pages 47-77, March.
    29. Daron Acemoglu & Joshua Angrist, 1999. "How Large are the Social Returns to Education? Evidence from Compulsory Schooling Laws," NBER Working Papers 7444, National Bureau of Economic Research, Inc.
    30. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    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. Laura Diaconu, 2011. "The Role of Innovation for the Economic Growth and Development of the States. The Case of the Emerging Countries," ERSA conference papers ersa11p391, European Regional Science Association.
    2. Sergio Scicchitano, 2010. "Complementarity between heterogeneous human capital and R&D: can job-training avoid low development traps?," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 37(4), pages 361-380, November.
    3. Nicolas Couderc & Nicolas Drouhin & Bruno Ventelou, 2006. "SIDA et croissance économique : le risque d'une « trappe épidémiologique »," Revue d'économie politique, Dalloz, vol. 116(5), pages 697-715.
    4. Lutz G. Arnold, 2006. "Does the Choice between Wage Inequality and Unemployment Affect Productivity Growth?," German Economic Review, Verein für Socialpolitik, vol. 7(1), pages 87-112, February.
    5. Jorge Crespo & Carmela Martín & Francisco J. Velázquez, 2004. "International technology spillovers from trade: the importance of the technological gap," Investigaciones Economicas, Fundación SEPI, vol. 28(3), pages 515-533, September.
    6. Lutz G. Arnold, 2002. "On the Effectiveness of Growth‐Enhancing Policies in a Model of Growth Without Scale Effects," German Economic Review, Verein für Socialpolitik, vol. 3(3), pages 339-346, August.
    7. Stephen Kosempel, 2005. "Capital Mobility in an Open Economy Model with Embodied Productivity Growth," Working Papers 0506, University of Guelph, Department of Economics and Finance.
    8. Chris Papageorgiou, 2002. "Human Capital and Convergence in a Non-Scale R&D Growth Model," Departmental Working Papers 2002-10, Department of Economics, Louisiana State University.
    9. Lloyd-Ellis, Huw & Roberts, Joanne, 2002. "Twin Engines of Growth: Skills and Technology as Equal Partners in Balanced Growth," Journal of Economic Growth, Springer, vol. 7(2), pages 87-115, June.
    10. repec:ebl:ecbull:v:15:y:2007:i:2:p:1-11 is not listed on IDEAS
    11. Ha, Joonkyung & Jin Kim, Yong & Lee, Jong-Wha, 2009. "The Optimal Structure of Technology Adoption and Creation: Basic Research vs. Development in the Presence of Distance to Frontier," ADB Economics Working Paper Series 163, Asian Development Bank.
    12. Carmela Martin & Francisco J. Velazquez & Jorge Crespo., 2001. "The Role of International Technological Spillovers in the Economic Growth of the OECD Countries ," European Economy Group Working Papers 6, European Economy Group.
    13. Luigi Reggi & Sergio Scicchitano, 2011. "European Regions Financing Public e-Services: the Case of EU Structural Funds," Working Papers 1110, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2011.

    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. Lloyd-Ellis, Huw & Roberts, Joanne, 2002. "Twin Engines of Growth: Skills and Technology as Equal Partners in Balanced Growth," Journal of Economic Growth, Springer, vol. 7(2), pages 87-115, June.
    2. Adriaan Zon & Roberto Antonietti, 2016. "Education and training in a model of endogenous growth with creative wear-and-tear," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 33(1), pages 35-62, April.
    3. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72.
    4. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    5. Boikos, Spyridon & Bucci, Alberto & Stengos, Thanasis, 2022. "Leisure and innovation in horizontal R&D-based growth," Economic Modelling, Elsevier, vol. 107(C).
    6. Yong Jin Kim & Jong-Wha Lee, 1999. "Technological Change, Investment in Human Capital, and Economic Growth," CID Working Papers 29, Center for International Development at Harvard University.
    7. 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.
    8. Mateos-Planas, Xavier, 2000. "Schooling and distortions in a vintage capital model," Discussion Paper Series In Economics And Econometrics 0030, Economics Division, School of Social Sciences, University of Southampton.
    9. Acemoglu, Daron & Gancia, Gino & Zilibotti, Fabrizio, 2012. "Competing engines of growth: Innovation and standardization," Journal of Economic Theory, Elsevier, vol. 147(2), pages 570-601.3.
    10. Schiffbauer, Marc, 2006. "Theoretical and methodological study on the role of public policies in fostering innovation and growth," Papers DYNREG04, Economic and Social Research Institute (ESRI).
    11. Xavier Mateos-Planas, 2001. "Schooling and Distortions in a Vintage Capital Model," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 4(1), pages 127-158, January.
    12. Jeremy Greenwood & Boyan Jovanovic, 2001. "Accounting for Growth," NBER Chapters, in: New Developments in Productivity Analysis, pages 179-224, National Bureau of Economic Research, Inc.
    13. Yong Jin Kim & Jong‐Wha Lee, 2011. "Technological Change, Human Capital Structure, And Multiple Growth Paths," The Japanese Economic Review, Japanese Economic Association, vol. 62(3), pages 305-330, September.
    14. Kosempel, Stephen, 2004. "A theory of development and long run growth," Journal of Development Economics, Elsevier, vol. 75(1), pages 201-220, October.
    15. Alberto BUCCI, 2002. "Market Power, Human Capital and Growth," LIDAM Discussion Papers IRES 2002012, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    16. Pozzolo, Alberto Franco, 2004. "Endogenous Growth in Open Economies - A Survey of Major Results," Economics & Statistics Discussion Papers esdp04020, University of Molise, Department of Economics.
    17. Chris Papageorgiou, 2002. "Human Capital and Convergence in a Non-Scale R&D Growth Model," Departmental Working Papers 2002-10, Department of Economics, Louisiana State University.
    18. Mateos-Planas, Xavier, 2000. "Schooling and distortions in a vintage capital model," Discussion Paper Series In Economics And Econometrics 30, Economics Division, School of Social Sciences, University of Southampton.
    19. Turnovsky, S., 2000. "Growth in an Open Economy: some Recent Developments," Papers 5, Warwick - Development Economics Research Centre.
    20. Adriana Di Liberto, 2007. "Convergence and Divergence in Neoclassical Growth Models with Human Capital," Economia politica, Società editrice il Mulino, issue 2, pages 289-322.

    More about this item

    Keywords

    Endogenous technological change; endogenous human capital accumulation; minimum skill requirements; bounded complementarity.;
    All these keywords.

    JEL classification:

    • E0 - Macroeconomics and Monetary Economics - - General
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity

    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:tor:tecipa:jorob-00-02. 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: RePEc Maintainer (email available below). General contact details of provider: .

    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.