IDEAS home Printed from https://ideas.repec.org/p/fip/fedlwp/2000-014.html
   My bibliography  Save this paper

Changing technology trends, transition dynamics and growth accounting

Author

Listed:
  • Michael R. Pakko

Abstract

The technology growth trends that underlie recent productivity patterns are investigated in a framework that incorporates investment-specific technological progress. Structural-break tests and regime-shifting models reveal the presence of a downward shift in TFP growth in the late 1960s and an upward shift in investment-specific technology growth in the mid-1980s. In both cases, these breaks precede observed changes in labor productivity growth by several years. Simulations of technology growth shocks in a basic neoclassical model show that induced patterns of capital accumulation are consistent with the observed lags between technological advances and changes in productivity growth.

Suggested Citation

  • Michael R. Pakko, 2005. "Changing technology trends, transition dynamics and growth accounting," Working Papers 2000-014, Federal Reserve Bank of St. Louis.
  • Handle: RePEc:fip:fedlwp:2000-014
    as

    Download full text from publisher

    File URL: http://research.stlouisfed.org/wp/more/2000-014/
    Download Restriction: no

    File URL: http://research.stlouisfed.org/wp/2000/2000-014.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Miles S. Kimball & John G. Fernald & Susanto Basu, 2006. "Are Technology Improvements Contractionary?," American Economic Review, American Economic Association, vol. 96(5), pages 1418-1448, December.
    2. Jordi Gali, 1999. "Technology, Employment, and the Business Cycle: Do Technology Shocks Explain Aggregate Fluctuations?," American Economic Review, American Economic Association, vol. 89(1), pages 249-271, March.
    3. Alison Butler & Michael R. Pakko, 1998. "R&D spending and cyclical fluctuations: putting the \"technology\" in technology shocks," Working Papers 1998-020, Federal Reserve Bank of St. Louis.
    4. Andreas Hornstein, 1999. "Growth accounting with technological revolutions," Economic Quarterly, Federal Reserve Bank of Richmond, issue Sum, pages 1-22.
    5. Michael R. Pakko, 2002. "What Happens When the Technology Growth Trend Changes?: Transition Dynamics, Capital Growth and the 'New Economy'," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 5(2), pages 376-407, April.
    6. Jovanovic, Boyan & MacDonald, Glenn M, 1994. "Competitive Diffusion," Journal of Political Economy, University of Chicago Press, vol. 102(1), pages 24-52, February.
    7. King, Robert G & Rebelo, Sergio T, 1993. "Transitional Dynamics and Economic Growth in the Neoclassical Model," American Economic Review, American Economic Association, vol. 83(4), pages 908-931, September.
    8. Perli, Roberto & Sakellaris, Plutarchos, 1998. "Human capital formation and business cycle persistence," Journal of Monetary Economics, Elsevier, vol. 42(1), pages 67-92, June.
    9. Kydland, Finn E & Prescott, Edward C, 1982. "Time to Build and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 50(6), pages 1345-1370, November.
    10. Ozlu, Elvan, 1996. "Aggregate economic fluctuations in endogenous growth models," Journal of Macroeconomics, Elsevier, vol. 18(1), pages 27-47.
    11. Karl Whelan, 2002. "Computers, Obsolescence, And Productivity," The Review of Economics and Statistics, MIT Press, vol. 84(3), pages 445-461, August.
    12. David Andolfatto & Glenn MacDonald, 1998. "Technology Diffusion and Aggregate Dynamics," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(2), pages 338-370, April.
    13. Michael T. Kiley, 1999. "Computers and growth with costs of adjustment: will the future look like the past?," Finance and Economics Discussion Series 1999-36, Board of Governors of the Federal Reserve System (U.S.).
    14. Kerk Phillips & Jeffrey M. Wrase, 1999. "Schumpeterian growth and endogenous business cycles," Working Papers 99-20, Federal Reserve Bank of Philadelphia.
    15. Andrew Atkeson & Patrick J. Kehoe, 2002. "The transition to a new economy after the Second Industrial Revolution," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    16. Hercowitz, Zvi, 1998. "The 'embodiment' controversy: A review essay," Journal of Monetary Economics, Elsevier, vol. 41(1), pages 217-224, February.
    17. King, Robert G. & Plosser, Charles I. & Rebelo, Sergio T., 1988. "Production, growth and business cycles : I. The basic neoclassical model," Journal of Monetary Economics, Elsevier, vol. 21(2-3), pages 195-232.
    18. 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.
    19. J. Steven Landefeld & Barbara M. Fraumeni, 2001. "Measuring the New Economy," BEA Papers 0011, Bureau of Economic Analysis.
    20. Greenwood, Jeremy & Hercowitz, Zvi & Krusell, Per, 1997. "Long-Run Implications of Investment-Specific Technological Change," American Economic Review, American Economic Association, vol. 87(3), pages 342-362, June.
    21. 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.
    22. Peter K. Clark, 1987. "The Cyclical Component of U. S. Economic Activity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(4), pages 797-814.
    23. Ralph Kozlow, 2000. "International Accounts Data Needs: Plans, Progress, and Priorities," BEA Papers 0009, Bureau of Economic Analysis.
    24. Greenwood, Jeremy & Hercowitz, Zvi & Huffman, Gregory W, 1988. "Investment, Capacity Utilization, and the Real Business Cycle," American Economic Review, American Economic Association, vol. 78(3), pages 402-417, June.
    25. Bakhshi, Hasan & Larsen, Jens, 2005. "ICT-specific technological progress in the United Kingdom," Journal of Macroeconomics, Elsevier, vol. 27(4), pages 648-669, December.
    26. Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
    27. Collard, Fabrice, 1998. "Spectral and persistence properties of cyclical growth," Journal of Economic Dynamics and Control, Elsevier, vol. 23(3), pages 463-488, November.
    28. Scott Freeman & Dong-Pyo Hong & Dan Peled, 1999. "Endogenous Cycles and Growth with Indivisible Technological Developments," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 2(2), pages 402-432, April.
    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. Francesca Marino, 2013. "The Italian productivity slowdown in a Real Business Cycle perspective," SERIES 0046, Dipartimento di Economia e Finanza - Università degli Studi di Bari "Aldo Moro", revised Apr 2013.
    2. Manuel A. Hidalgo Pérez & Jesús Rodríguez López & José Mª O.Kean Alonso, 2008. "Labor demand and information technologies: evidence for Spain, 1980-2005," Economic Working Papers at Centro de Estudios Andaluces E2008/13, Centro de Estudios Andaluces.
    3. Aleksandar Vasilev, 2020. "An RBC model with investment-specific technological change: lessons for Bulgaria (1999–2018)," Post-Communist Economies, Taylor & Francis Journals, vol. 32(4), pages 511-524, May.
    4. Hwang, Won-Sik & Shin, Jungwoo, 2017. "ICT-specific technological change and economic growth in Korea," Telecommunications Policy, Elsevier, vol. 41(4), pages 282-294.
    5. Najeh AISSAOUI, 2017. "ICT and growth gap between nations: Evidence from MENA region," E3 Journal of Business Management and Economics., E3 Journals, vol. 8(1), pages 026-037.
    6. Martínez, Diego & Rodríguez, Jesús & Torres, José L., 2008. "The productivity paradox and the new economy: The Spanish case," Journal of Macroeconomics, Elsevier, vol. 30(4), pages 1569-1586, December.
    7. Peter N. Ireland, 2009. "On the Welfare Cost of Inflation and the Recent Behavior of Money Demand," American Economic Review, American Economic Association, vol. 99(3), pages 1040-1052, June.
    8. Benjamin D. Keen & Michael R. Pakko, 2011. "Monetary Policy and Natural Disasters in a DSGE Model," Southern Economic Journal, John Wiley & Sons, vol. 77(4), pages 973-990, April.
    9. Rodríguez-López, Jesús & Torres, José L., 2012. "Technological Sources Of Productivity Growth In Germany, Japan, And The United States," Macroeconomic Dynamics, Cambridge University Press, vol. 16(1), pages 133-150, February.
    10. Barrie, Mohamed Samba & Jackson, Emerson Abraham, 2022. "Impact of Technological Shock on the Sierra Leone Economy: A Dynamic Stochastic General Equilibrium (DSGE) Approach," MPRA Paper 113636, University Library of Munich, Germany, revised 10 Jun 2022.
    11. Francesca Marino, 2016. "The Italian productivity slowdown in a Real Business Cycle perspective," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 63(2), pages 171-193, June.
    12. José Luis Torres Chacon, 2015. "Introduction to Dynamic Macroeconomic General Equilibrium Models," Vernon Press Titles in Economics, Vernon Art and Science Inc, edition 2, number 54, July.
    13. Zanetti, Francesco, 2008. "Labor and investment frictions in a real business cycle model," Journal of Economic Dynamics and Control, Elsevier, vol. 32(10), pages 3294-3314, October.
    14. Peter Ireland & Scott Schuh, 2008. "Productivity and U.S. Macroeconomic Performance: Interpreting the Past and Predicting the Future with a Two-Sector Real Business Cycle Model," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(3), pages 473-492, July.
    15. Fernando Rio & Antonio Sampayo, 2014. "Obsolescence and productivity," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 13(3), pages 195-216, December.
    16. Benjamin D. Keen & Michael R. Pakko, 2007. "Monetary policy and natural disasters in a DSGE model: how should the Fed have responded to Hurricane Katrina?," Working Papers 2007-025, Federal Reserve Bank of St. Louis.
    17. Martínez, Diego & Rodríguez, Jesús & Torres, José L., 2010. "ICT-specific technological change and productivity growth in the US: 1980-2004," Information Economics and Policy, Elsevier, vol. 22(2), pages 121-129, May.
    18. Diego Martínez, y José L. Torres & Jesús Rodríguez-López & José L. Torres, 2008. "Productivity growth and technological change in Europe and us," Economic Working Papers at Centro de Estudios Andaluces E2008/12, Centro de Estudios Andaluces.
    19. Richard Dion & Robert Fay, 2008. "Understanding Productivity: A Review of Recent Technical Research," Discussion Papers 08-3, Bank of Canada.
    20. José Luis Torres Chacon, 2015. "Introduction to Dynamic Macroeconomic General Equilibrium Models [Second Edition, Paperback]," Vernon Press Titles in Economics, Vernon Art and Science Inc, edition 2, number 44.

    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. Michael R. Pakko, 2002. "What Happens When the Technology Growth Trend Changes?: Transition Dynamics, Capital Growth and the 'New Economy'," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 5(2), pages 376-407, April.
    2. Hasan Bakhshi & Jens Larsen, 2001. "Investment-specific technological progress in the United Kingdom," BIS Papers chapters, in: Bank for International Settlements (ed.), Empirical studies of structural changes and inflation, volume 3, pages 49-80, Bank for International Settlements.
    3. Andrei Polbin & Sergey Drobyshevsky, 2014. "Developing a Dynamic Stochastic Model of General Equilibrium for the Russian Economy," Research Paper Series, Gaidar Institute for Economic Policy, issue 166P, pages 156-156.
    4. King, Robert G. & Rebelo, Sergio T., 1999. "Resuscitating real business cycles," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 14, pages 927-1007, Elsevier.
    5. Jordi Gali & Pau Rabanal, 2004. "Technology Shocks and Aggregate Fluctuations: How Well Does the RBS Model Fit Postwar U.S. Data?," NBER Working Papers 10636, National Bureau of Economic Research, Inc.
    6. Peter Ireland & Scott Schuh, 2008. "Productivity and U.S. Macroeconomic Performance: Interpreting the Past and Predicting the Future with a Two-Sector Real Business Cycle Model," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(3), pages 473-492, July.
    7. Michael R. Pakko, 2002. "Investment-specific technology growth: concepts and recent estimates," Review, Federal Reserve Bank of St. Louis, vol. 84(Nov), pages 37-48.
    8. Stephen D. Oliner & Daniel E. Sichel, 2000. "The Resurgence of Growth in the Late 1990s: Is Information Technology the Story?," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 3-22, Fall.
    9. Kerk Phillips & Jeffrey M. Wrase, 1999. "Schumpeterian growth and endogenous business cycles," Working Papers 99-20, Federal Reserve Bank of Philadelphia.
    10. Justiniano, Alejandro & Primiceri, Giorgio E. & Tambalotti, Andrea, 2010. "Investment shocks and business cycles," Journal of Monetary Economics, Elsevier, vol. 57(2), pages 132-145, March.
    11. Sergio Rebelo, 2005. "Real Business Cycle Models: Past, Present, and Future," NBER Working Papers 11401, National Bureau of Economic Research, Inc.
    12. Peter N. Ireland, 2009. "On the Welfare Cost of Inflation and the Recent Behavior of Money Demand," American Economic Review, American Economic Association, vol. 99(3), pages 1040-1052, June.
    13. Phillips, Kerk L. & Wrase, Jeff, 2006. "Is Schumpeterian `creative destruction' a plausible source of endogenous real business cycle shocks?," Journal of Economic Dynamics and Control, Elsevier, vol. 30(11), pages 1885-1913, November.
    14. Dufourt, Frederic, 2005. "Demand and productivity components of business cycles: Estimates and implications," Journal of Monetary Economics, Elsevier, vol. 52(6), pages 1089-1105, September.
    15. Dale W. Jorgenson, 2001. "Information Technology and the U.S. Economy," Higher School of Economics Economic Journal Экономический журнал Высшей школы экономики, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 5(1), pages 3-34.
    16. James Bessen, 2002. "Technology Adoption Costs and Productivity Growth: The Transition to Information Technology," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 5(2), pages 443-469, April.
    17. Ms. Silvia Sgherri, 2005. "Long-Run Productivity Shifts and Cyclical Fluctuations: Evidence for Italy," IMF Working Papers 2005/228, International Monetary Fund.
    18. repec:ebl:ecbull:v:5:y:2003:i:15:p:1-13 is not listed on IDEAS
    19. Ahn, Sanghoon, 2003. "Technology Upgrading with Learning Cost," CEI Working Paper Series 2003-21, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    20. Yongsung Chang & Taeyoung Doh & Frank Schorfheide, 2007. "Non-stationary Hours in a DSGE Model," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(6), pages 1357-1373, September.
    21. Basu, Susanto & Fernald, John G. & Shapiro, Matthew D., 2001. "Productivity growth in the 1990s: technology, utilization, or adjustment?," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 55(1), pages 117-165, December.

    More about this item

    Keywords

    Technology; Productivity;

    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:fip:fedlwp:2000-014. 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: Anna Oates (email available below). General contact details of provider: https://edirc.repec.org/data/frbslus.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.