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Detecting Propagation Effects by Observing Aggregate Distributions: The Case of Lumpy Investments

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  • Luigi Guiso

    (European University Institute and EIEF)

  • Chaoqun Lai

    (Utah State University)

  • Makoto Mirei

    (Hitotsubashi University)

Abstract

By using an extensive panel data set of Italian firms, we show empirically that the fraction of firms that engage in a lumpy investment follows a non-normal, double-exponential distribution across region-year. We propose a simple sectoral model that generates the double-exponential distribution that arises from the complementarity of the firms' lumpy investments within a region. We calibrate the degree of complementarity by estimating an individual firm's behavior with the firm-level data. Simulations show that the degree of complementarity estimated at the firm level is consistent with the double-exponential fluctuations observed at the aggregate level.

Suggested Citation

  • Luigi Guiso & Chaoqun Lai & Makoto Mirei, 2011. "Detecting Propagation Effects by Observing Aggregate Distributions: The Case of Lumpy Investments," EIEF Working Papers Series 1112, Einaudi Institute for Economics and Finance (EIEF), revised Jun 2011.
  • Handle: RePEc:eie:wpaper:1112
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    1. Vasco Carvalho, 2007. "Aggregate fluctuations and the network structure of intersectoral trade," Economics Working Papers 1206, Department of Economics and Business, Universitat Pompeu Fabra, revised Oct 2010.
    2. Shea, John, 1993. "The Input-Output Approach to Instrument Selection," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(2), pages 145-155, April.
    3. Gourio, Francois & Kashyap, Anil K, 2007. "Investment spikes: New facts and a general equilibrium exploration," Journal of Monetary Economics, Elsevier, vol. 54(Supplemen), pages 1-22, September.
    4. William A. Brock & Steven N. Durlauf, 2001. "Discrete Choice with Social Interactions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(2), pages 235-260.
    5. Julia K. Thomas, 2002. "Is Lumpy Investment Relevant for the Business Cycle?," Journal of Political Economy, University of Chicago Press, vol. 110(3), pages 508-534, June.
    6. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-333, March.
    7. Edward L. Glaeser & Bruce I. Sacerdote & Jose A. Scheinkman, 2003. "The Social Multiplier," Journal of the European Economic Association, MIT Press, vol. 1(2-3), pages 345-353, 04/05.
    8. Shea, John S, 2002. "Complementarities and Comovements," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(2), pages 412-433, May.
    9. Federico Cingano & Fabiano Schivardi, 2004. "Identifying the Sources of Local Productivity Growth," Journal of the European Economic Association, MIT Press, vol. 2(4), pages 720-742, June.
    10. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    11. Long, John B, Jr & Plosser, Charles I, 1983. "Real Business Cycles," Journal of Political Economy, University of Chicago Press, vol. 91(1), pages 39-69, February.
    12. Abhijit V. Banerjee, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 797-817.
    13. Nirei, Makoto, 2006. "Threshold behavior and aggregate fluctuation," Journal of Economic Theory, Elsevier, vol. 127(1), pages 309-322, March.
    14. Andrew S. Caplin & Daniel F. Spulber, 1987. "Menu Costs and the Neutrality of Money," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(4), pages 703-725.
    15. Boyan Jovanovic, 1987. "Micro Shocks and Aggregate Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(2), pages 395-409.
    16. R?diger Bachmann & Ricardo J. Caballero & Eduardo M. R. A. Engel, 2013. "Aggregate Implications of Lumpy Investment: New Evidence and a DSGE Model," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(4), pages 29-67, October.
    17. Cooper, Russell, 1994. "Equilibrium Selection in Imperfectly Competitive Economies with Multiple Equilibria," Economic Journal, Royal Economic Society, vol. 104(426), pages 1106-1122, September.
    18. Nirei, Makoto & 楡井, 誠, 2008. "Aggregate Fluctuations of Discrete Investments," IIR Working Paper 08-08, Institute of Innovation Research, Hitotsubashi University.
    19. Caballero, Ricardo J & Engel, Eduardo M R A, 1991. "Dynamic (S, s) Economies," Econometrica, Econometric Society, vol. 59(6), pages 1659-1686, November.
    20. Eytan Sheshinski & Yoram Weiss, 1977. "Inflation and Costs of Price Adjustment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 44(2), pages 287-303.
    21. Luigi Guiso & Fabiano Schivardi, 2007. "Spillovers in Industrial Districts," Economic Journal, Royal Economic Society, vol. 117(516), pages 68-93, January.
    22. Vives, Xavier, 1990. "Nash equilibrium with strategic complementarities," Journal of Mathematical Economics, Elsevier, vol. 19(3), pages 305-321.
    23. 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.
    24. Dupor, Bill, 1999. "Aggregation and irrelevance in multi-sector models," Journal of Monetary Economics, Elsevier, vol. 43(2), pages 391-409, April.
    25. Bartelsman, Eric J & Caballero, Ricardo J & Lyons, Richard K, 1994. "Customer- and Supplier-Driven Externalities," American Economic Review, American Economic Association, vol. 84(4), pages 1075-1084, September.
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    Cited by:

    1. Luigi Guiso & Chaoqun Lai & Makoto Nirei, 2017. "An Empirical Study of Interaction-Based Aggregate Investment Fluctuations," The Japanese Economic Review, Springer, vol. 68(2), pages 137-157, June.
    2. D'Elia, Enrico & Nascia, Leopoldo & Zeli, Alessandro, 2011. "Analisi dei modelli d’impresa: discontinuità e sviluppo [Analysing firm's evolution: discontinuity and growth]," MPRA Paper 35926, University Library of Munich, Germany.

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    More about this item

    JEL classification:

    • L16 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Industrial Organization and Macroeconomics; Macroeconomic Industrial Structure
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity

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