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Misallocation under the Shadow of Death

Author

Listed:
  • Daisuke MIYAKAWA
  • Koki OIKAWA
  • Kozo UEDA

Abstract

This study focuses on a slow exit process, known as a shadow of death, as a new factor of inefficient resource allocation in the macroeconomy. First, we develop an endogenous growth model that incorporates firms' R&D investment and distorted exit decisions. The model shows that the exit of firms in the market equilibrium is inefficiently slow from the social viewpoint even without distortions such as corporate subsidies, which further impede the exit process. Second, our empirical analysis using Japanese firm-level data confirms that exiting firms exhibit the shadow of death in a manner that is consistent with our model. Further, the degree of the shadow of death is related to our distortion measures such as corporate subsidies. Third, our simulation based on the calibrated model suggests that an increase in subsidies can help explain recent firm dynamics in Japan and worsen productivity growth and welfare, although the quantitative impacts of subsidies are limited.

Suggested Citation

  • Daisuke MIYAKAWA & Koki OIKAWA & Kozo UEDA, 2022. "Misallocation under the Shadow of Death," Discussion papers 22014, Research Institute of Economy, Trade and Industry (RIETI).
  • Handle: RePEc:eti:dpaper:22014
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    File URL: https://www.rieti.go.jp/jp/publications/dp/22e014.pdf
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    References listed on IDEAS

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    1. Whited, Toni M., 2006. "External finance constraints and the intertemporal pattern of intermittent investment," Journal of Financial Economics, Elsevier, vol. 81(3), pages 467-502, September.
    2. Alex Coad & Masatoshi Kato, 2021. "Growth paths and routes to exit: 'shadow of death' effects for new firms in Japan," Small Business Economics, Springer, vol. 57(3), pages 1145-1173, October.
    3. Beason, Richard & Weinstein, David E, 1996. "Growth, Economies of Scale, and Targeting in Japan (1955-1990)," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 286-295, May.
    4. Erzo G. J. Luttmer, 2007. "Selection, Growth, and the Size Distribution of Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1103-1144.
    5. Golombek, Rolf & Raknerud, Arvid, 2018. "Exit dynamics of start-up firms: Structural estimation using indirect inference," Journal of Econometrics, Elsevier, vol. 205(1), pages 204-225.
    6. Robert E. Hall, 2018. "New Evidence on the Markup of Prices over Marginal Costs and the Role of Mega-Firms in the US Economy," NBER Working Papers 24574, National Bureau of Economic Research, Inc.
    7. Kozo Kiyota & Miho Takizawa, 2006. "The Shadow of Death: Pre-exit Performance of Firms in Japan," Discussion papers 06033, Research Institute of Economy, Trade and Industry (RIETI).
    8. Alex Coad & Masatoshi Kato, 0. "Growth paths and routes to exit: 'shadow of death' effects for new firms in Japan," Small Business Economics, Springer, vol. 0, pages 1-29.
    9. Ricardo J. Caballero & Takeo Hoshi & Anil K. Kashyap, 2008. "Zombie Lending and Depressed Restructuring in Japan," American Economic Review, American Economic Association, vol. 98(5), pages 1943-1977, December.
    10. Keiko Ito & Masatoshi Kato, 2016. "Does new entry drive out incumbents? The varying roles of establishment size across sectors," Small Business Economics, Springer, vol. 46(1), pages 57-78, January.
    11. Diego Restuccia & Richard Rogerson, 2008. "Policy Distortions and Aggregate Productivity with Heterogeneous Plants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 707-720, October.
    12. Chris Edmond & Virgiliu Midrigan & Daniel Yi Xu, 2023. "How Costly Are Markups?," Journal of Political Economy, University of Chicago Press, vol. 131(7), pages 1619-1675.
    13. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    14. Richard Ericson & Ariel Pakes, 1995. "Markov-Perfect Industry Dynamics: A Framework for Empirical Work," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(1), pages 53-82.
    15. Hopenhayn, Hugo & Rogerson, Richard, 1993. "Job Turnover and Policy Evaluation: A General Equilibrium Analysis," Journal of Political Economy, University of Chicago Press, vol. 101(5), pages 915-938, October.
    16. Mitsuru Igami & Kosuke Uetake, 2020. "Mergers, Innovation, and Entry-Exit Dynamics: Consolidation of the Hard Disk Drive Industry, 1996–2016," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(6), pages 2672-2702.
    17. Ufuk Akcigit & Sina T. Ates, 2021. "Ten Facts on Declining Business Dynamism and Lessons from Endogenous Growth Theory," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(1), pages 257-298, January.
    18. Gee Hee HONG & Arata ITO & Yukiko SAITO & Thi-Ngoc Anh NGUYEN, 2020. "Structural Changes in Japanese SMEs: Business Dynamism in Aging Society and Inter-Firm Transaction Network," Policy Discussion Papers 20003, Research Institute of Economy, Trade and Industry (RIETI).
    19. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-1150, September.
    20. Esteban Rossi-Hansberg & Mark L. J. Wright, 2007. "Establishment Size Dynamics in the Aggregate Economy," American Economic Review, American Economic Association, vol. 97(5), pages 1639-1666, December.
    21. Pierre Blanchard & Jean-Pierre Huiban & Claude Mathieu, 2014. "The shadow of death model revisited with an application to French firms," Applied Economics, Taylor & Francis Journals, vol. 46(16), pages 1883-1893, June.
    22. Griliches, Zvi & Regev, Haim, 1995. "Firm productivity in Israeli industry 1979-1988," Journal of Econometrics, Elsevier, vol. 65(1), pages 175-203, January.
    23. Michael Peters, 2020. "Heterogeneous Markups, Growth, and Endogenous Misallocation," Econometrica, Econometric Society, vol. 88(5), pages 2037-2073, September.
    24. Rasmus Lentz & Dale T. Mortensen, 2008. "An Empirical Model of Growth Through Product Innovation," Econometrica, Econometric Society, vol. 76(6), pages 1317-1373, November.
    25. Keiko Ito & Masatoshi Kato, 2016. "Does new entry drive out incumbents? The varying roles of establishment size across sectors," Small Business Economics, Springer, vol. 46(1), pages 57-78, January.
    26. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    27. Peng XU, 2019. "Exit of Small Businesses: Differentiating between Insolvency, Voluntary Closures and M&A," Discussion papers 19051, Research Institute of Economy, Trade and Industry (RIETI).
    28. Tsuruta, Daisuke, 2021. "Lack of successors, firm default, and the performance of small businesses," Japan and the World Economy, Elsevier, vol. 57(C).
    29. Yamakawa, Yasuhiro & Cardon, Melissa S., 2017. "How prior investments of time, money, and employee hires influence time to exit a distressed venture, and the extent to which contingency planning helps," Journal of Business Venturing, Elsevier, vol. 32(1), pages 1-17.
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    Cited by:

    1. Shirota, Toyoichiro & Tsuchida, Satoshi, 2025. "Aggregate implications of changing industrial trends in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 75(C).

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