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Learning and shifts in long-run productivity growth

Author

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  • Edge, Rochelle M.
  • Laubach, Thomas
  • Williams, John C.
Abstract
Shifts in the long-run rate of productivity growth are difficult, in real time, to distinguish from transitory fluctuations. We analyze the evolution of forecasts of long-run productivity growth during the 1970s and 1990s and examine in a dynamic general equilibrium model the consequences of learning on the responses to shifts in the long-run productivity growth rate. We find that an updating rule based on an estimated Kalman filter model using real-time data describes economists' long-run productivity growth forecasts extremely well. We then show that learning has profound implications for the effects of shifts in trend productivity growth and can improve the model's ability to generate responses that resemble historical experience. If immediately recognized, an increase in the long-run growth rate produces a sharp decline in employment and investment, while with learning, a rise in the long-run rate of productivity growth sets off a sustained boom in employment and investment.
(This abstract was borrowed from another version of this item.)

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  • Edge, Rochelle M. & Laubach, Thomas & Williams, John C., 2007. "Learning and shifts in long-run productivity growth," Journal of Monetary Economics, Elsevier, vol. 54(8), pages 2421-2438, November.
    • Handle: RePEc:eee:moneco:v:54:y:2007:i:8:p:2421-2438
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    1. Fumio Hayashi & Edward C. Prescott, 2004. "The 1990s in Japan: a lost decade," Chapters, in: Paolo Onofri (ed.), The Economics of an Ageing Population, chapter 2, Edward Elgar Publishing.
    2. 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.
    3. Jordi Galí & Pau Rabanal, 2005. "Technology Shocks and Aggregate Fluctuations: How Well Does the Real Business Cycle Model Fit Postwar US Data?," NBER Chapters, in: NBER Macroeconomics Annual 2004, Volume 19, pages 225-318, National Bureau of Economic Research, Inc.
    4. 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.
    5. Nir Jaimovich & Sergio Rebelo, 2009. "Can News about the Future Drive the Business Cycle?," American Economic Review, American Economic Association, vol. 99(4), pages 1097-1118, September.
    6. Laurence Ball & Robert Moffitt, 2001. "Productivity Growth and the Phillips Curve," NBER Working Papers 8421, National Bureau of Economic Research, Inc.
    7. Dale W. Jorgenson & Kevin J. Stiroh, 2000. "Raising the Speed Limit: U.S. Economic Growth in the Information Age," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 31(1), pages 125-236.
    8. Kevin J. Lansing, 2000. "Learning about a shift in trend output: implications for monetary policy and inflation," Proceedings, Federal Reserve Bank of San Francisco.
    9. 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.
    10. Robert J. Gordon, 2004. "Five Puzzles in the Behavior of Productivity, Investment, and Innovation," NBER Working Papers 10660, National Bureau of Economic Research, Inc.
    11. 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.
    12. Fumio Hayashi & Edward C. Prescott, 2002. "The 1990s in Japan: A Lost Decade," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 5(1), pages 206-235, January.
    13. Carroll, Christopher D. & Weil, David N., 1994. "Saving and growth: a reinterpretation," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 40(1), pages 133-192, June.
    14. J. R. Norsworthy & Michael J. Harper & Kent Kunze, 1979. "The Slowdown in Productivity Growth: Analysis of Some Contributing factors," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 10(2), pages 387-422.
    15. Lawrence J. Christiano & Martin Eichenbaum & Robert Vigfusson, 2004. "The Response of Hours to a Technology Shock: Evidence Based on Direct Measures of Technology," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 381-395, 04/05.
    16. Edge, Rochelle M. & Laubach, Thomas & Williams, John C., 2007. "Learning and shifts in long-run productivity growth," Journal of Monetary Economics, Elsevier, vol. 54(8), pages 2421-2438, November.
    17. Antulio N. Bomfim, 2001. "Measuring equilibrium real interest rates: what can we learn from yields on indexed bonds?," Finance and Economics Discussion Series 2001-53, Board of Governors of the Federal Reserve System (U.S.).
    18. Steven Braun, 1984. "Productivity and the NIIRU (and other Phillips curve issues)," Working Paper Series / Economic Activity Section 34, Board of Governors of the Federal Reserve System (U.S.).
    19. Nadiri, M Ishaq & Rosen, Sherwin, 1969. "Interrelated Factor Demand Functions," American Economic Review, American Economic Association, vol. 59(4), pages 457-471, Part I Se.
    20. Clark, Peter K, 1978. "Capital Formation and the Recent Productivity Slowdown," Journal of Finance, American Finance Association, vol. 33(3), pages 965-975, June.
    21. 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.
    22. Kahn, James A. & Rich, Robert W., 2007. "Tracking the new economy: Using growth theory to detect changes in trend productivity," Journal of Monetary Economics, Elsevier, vol. 54(6), pages 1670-1701, September.
    23. Athanasios Orphanides, 2001. "Monetary Policy Rules Based on Real-Time Data," American Economic Review, American Economic Association, vol. 91(4), pages 964-985, September.
    24. Luca Guerrieri & Dale W. Henderson & Jinill Kim, 2005. "Investment-specific and multifactor productivity in multi-sector open economies: data and analysis," International Finance Discussion Papers 828, Board of Governors of the Federal Reserve System (U.S.).
    25. Dean Croushore, 1993. "Introducing: the survey of professional forecasters," Business Review, Federal Reserve Bank of Philadelphia, issue Nov, pages 3-15.
    26. Andrews, Donald W. K. & Lee, Inpyo & Ploberger, Werner, 1996. "Optimal changepoint tests for normal linear regression," Journal of Econometrics, Elsevier, vol. 70(1), pages 9-38, January.
    27. Campbell, John Y., 1994. "Inspecting the mechanism: An analytical approach to the stochastic growth model," Journal of Monetary Economics, Elsevier, vol. 33(3), pages 463-506, June.
    28. Roberts John M., 2001. "Estimates of the Productivity Trend Using Time-Varying Parameter Techniques," The B.E. Journal of Macroeconomics, De Gruyter, vol. 1(1), pages 1-32, July.
    29. Francis, Neville & Ramey, Valerie A., 2005. "Is the technology-driven real business cycle hypothesis dead? Shocks and aggregate fluctuations revisited," Journal of Monetary Economics, Elsevier, vol. 52(8), pages 1379-1399, November.
    30. Robert J. Gordon, 2003. "Exploding Productivity Growth: Context, Causes, and Implications," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 34(2), pages 207-298.
    31. Viard, Alan D, 1993. "The Productivity Slowdown and the Savings Shortfall: A Challenge to the Permanent Income Hypothesis," Economic Inquiry, Western Economic Association International, vol. 31(4), pages 549-563, October.
    32. Lawrence J. Christiano & Martin Eichenbaum & Robert Vigfusson, 2003. "What Happens After a Technology Shock?," NBER Working Papers 9819, National Bureau of Economic Research, Inc.
    33. George L. Perry, 1977. "Potential Output and Productivity," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 8(1), pages 11-60.
    34. Thomas Laubach & John C. Williams, 2003. "Measuring the Natural Rate of Interest," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1063-1070, November.
    35. Judd, Kenneth L., 1992. "Projection methods for solving aggregate growth models," Journal of Economic Theory, Elsevier, vol. 58(2), pages 410-452, December.
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