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Adjustment Costs, Learning-By-Doing, And Technology Adoption Under Uncertainty

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  • Pavlova, Anna
Abstract
We consider a variety of vintage capital models of a firm's choice of technology under uncertainty in the presence of adjustment costs and technology-specific learning. Similar models have been studied in a deterministic setting. Part of our objective is to examine the robustness of the implications of the certainty models to uncertainty. We find that the answer crucially depends on the specification of the costs of adoption of a new vintage of technology. In particular, if the cost comes only in terms of accumulated technology-specific expertise (cf. Parente (1994)), we demonstrate that the implications are robust for a variety of specifications of the firm's production function. However, once we develop a model in which each adoption requires a capital expenditure, predictions become increasingly different as uncertainty increases. The model implies that in booms, the firm accelerates adoptions of new technologies, delaying them in recessions. Adverse effects of a recession on the investment decisions are alleviated in part by the firm's expertise (or human capital). Compared to the deterministic benchmark, the firm increases the pace of adoptions, making a smaller technological advance each time it upgrades its technology. Overall, uncertainty negatively impacts growth and the firm value

Suggested Citation

  • Pavlova, Anna, 2003. "Adjustment Costs, Learning-By-Doing, And Technology Adoption Under Uncertainty," Working papers 4369-01, Massachusetts Institute of Technology (MIT), Sloan School of Management.
  • Handle: RePEc:mit:sloanp:1807
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    File URL: http://hdl.handle.net/1721.1/1807
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    References listed on IDEAS

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    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. Wang, Tan, 2001. "Equilibrium with new investment opportunities," Journal of Economic Dynamics and Control, Elsevier, vol. 25(11), pages 1751-1773, November.
    3. Abel, Andrew B & Eberly, Janice C, 1994. "A Unified Model of Investment under Uncertainty," American Economic Review, American Economic Association, vol. 84(5), pages 1369-1384, December.
    4. Obstfeld, Maurice, 1994. "Risk-Taking, Global Diversification, and Growth," American Economic Review, American Economic Association, vol. 84(5), pages 1310-1329, December.
    5. Abel, Andrew B. & Eberly, Janice C., 1999. "The effects of irreversibility and uncertainty on capital accumulation," Journal of Monetary Economics, Elsevier, vol. 44(3), pages 339-377, December.
    6. Bar-Ilan, Avner & Blinder, Alan S, 1992. "Consumer Durables: Evidence on the Optimality of Usually Doing Nothing," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 24(2), pages 258-272, May.
    7. Abel, Andrew B. & Eberly, Janice C., 1998. "The mix and scale of factors with irreversibility and fixed costs of investment," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 48(1), pages 101-135, June.
    8. 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.
    9. Alvarez, Luis H. R. & Stenbacka, Rune, 2001. "Adoption of uncertain multi-stage technology projects: a real options approach," Journal of Mathematical Economics, Elsevier, vol. 35(1), pages 71-97, February.
    10. Cooley, Thomas F. & Greenwood, Jeremy & Yorukoglu, Mehmet, 1997. "The replacement problem," Journal of Monetary Economics, Elsevier, vol. 40(3), pages 457-499, December.
    11. John Haltiwanger & Russell Cooper & Laura Power, 1999. "Machine Replacement and the Business Cycle: Lumps and Bumps," American Economic Review, American Economic Association, vol. 89(4), pages 921-946, September.
    12. Russell W. Cooper & John C. Haltiwanger, 2006. "On the Nature of Capital Adjustment Costs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(3), pages 611-633.
    13. Cox, John C & Ingersoll, Jonathan E, Jr & Ross, Stephen A, 1985. "An Intertemporal General Equilibrium Model of Asset Prices," Econometrica, Econometric Society, vol. 53(2), pages 363-384, March.
    14. Jennifer F. Reinganum, 1981. "On the Diffusion of New Technology: A Game Theoretic Approach," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 48(3), pages 395-405.
    15. Huggett, Mark & Ospina, Sandra, 2001. "Does productivity growth fall after the adoption of new technology?," Journal of Monetary Economics, Elsevier, vol. 48(1), pages 173-195, August.
    16. Leahy, John V & Whited, Toni M, 1996. "The Effect of Uncertainty on Investment: Some Stylized Facts," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(1), pages 64-83, February.
    17. Michael Gort & Jeremy Greenwood & Peter Rupert, 1999. "Measuring the Rate of Technological Progress in Structures," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 2(1), pages 207-230, January.
    18. Drew Fudenberg & Jean Tirole, 1985. "Preemption and Rent Equalization in the Adoption of New Technology," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 52(3), pages 383-401.
    19. Mark E. Doms & Timothy Dunne, 1998. "Capital Adjustment Patterns in Manufacturing Plants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(2), pages 409-429, April.
    20. Abel, Andrew B, 1983. "Optimal Investment under Uncertainty," American Economic Review, American Economic Association, vol. 73(1), pages 228-233, March.
    21. Byong-Hyong Bahk & Michael Gort, 1992. "Decomposing Learning By Doing in New Plants," Working Papers 92-16, Center for Economic Studies, U.S. Census Bureau.
    22. Peter Klenow, 1998. "Learning Curves and the Cyclical Behavior of Manufacturing Industries," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(2), pages 531-550, April.
    23. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    Cited by:

    1. Bronwyn H. Hall & Beethika Khan, 2003. "Adoption of New Technology," NBER Working Papers 9730, National Bureau of Economic Research, Inc.
    2. Salvador Barrios & Eric Strobl, 2004. "Learning by Doing and Spillovers: Evidence from Firm-Level Panel Data," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 25(2), pages 175-203, June.
    3. Paulo G. Correa & Ana M. Fernandes & Chris J. Uregian, 2010. "Technology Adoption and the Investment Climate: Firm-Level Evidence for Eastern Europe and Central Asia," The World Bank Economic Review, World Bank, vol. 24(1), pages 121-147, January.

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