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Zombie firms in network: Congestion and evergreening

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  • Akarsu, Okan
  • Aktuğ, Emrehan
  • Torun, Huzeyfe

Abstract

We explore the spillover impact of zombie firms in Turkey by exploiting a rich administrative dataset that contains firm-level information on balance sheets, inter-firm sales, employment, and firm-bank level credit records. We document three key facts regarding zombie dynamics: (i) Leveraging matched firm-bank level credit registry data, we highlight the presence of an evergreening motive, leading to a misallocation of credit away from productive firms. At the same time, healthy firms in zombie-dense networks face reduced credit access. (ii) Zombie firms, which are on average less productive than nonzombie firms, impede investment and employment opportunities at healthier firms. Nonzombie firms operating in sectors with a high prevalence of zombie firms experience lower sales, assets, and productivity. (iii) Incorporating B2B sales data structured similarly to firm-level input–output linkages, our study causally establishes that greater upstream or downstream exposure to zombie firms leads to reduced sales, investment, and employment growth compared to firms without zombie connections. Increased exposure to zombie firms significantly reduces markups, value-added, productivity, and EBIT margins due to cascading effects on production technology, shifting it toward lower value-added. Additionally, a higher share of zombies in the upstream sector reduces input costs for firms due to excess production.

Suggested Citation

  • Akarsu, Okan & Aktuğ, Emrehan & Torun, Huzeyfe, 2025. "Zombie firms in network: Congestion and evergreening," Economic Modelling, Elsevier, vol. 151(C).
  • Handle: RePEc:eee:ecmode:v:151:y:2025:i:c:s0264999325002123
    DOI: 10.1016/j.econmod.2025.107217
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    as
    1. Duffie, Darrell & Saita, Leandro & Wang, Ke, 2007. "Multi-period corporate default prediction with stochastic covariates," Journal of Financial Economics, Elsevier, vol. 83(3), pages 635-665, March.
    2. Siem Jan Koopman & André Lucas & Bernd Schwaab, 2012. "Dynamic Factor Models With Macro, Frailty, and Industry Effects for U.S. Default Counts: The Credit Crisis of 2008," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(4), pages 521-532, May.
    3. Fabiano Schivardi & Enrico Sette & Guido Tabellini, 2020. "Identifying the Real Effects of Zombie Lending," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 569-592.
    4. Carling, Kenneth & Jacobson, Tor & Linde, Jesper & Roszbach, Kasper, 2007. "Corporate credit risk modeling and the macroeconomy," Journal of Banking & Finance, Elsevier, vol. 31(3), pages 845-868, March.
    5. Storz, Manuela & Koetter, Michael & Setzer, Ralph & Westphal, Andreas, 2017. "Do we want these two to tango? On zombie firms and stressed banks in Europe," Working Paper Series 2104, European Central Bank.
    6. Valerie Cerra & Antonio Fatás & Sweta C. Saxena, 2023. "Hysteresis and Business Cycles," Journal of Economic Literature, American Economic Association, vol. 61(1), pages 181-225, March.
    7. John Y. Campbell & Jens Hilscher & Jan Szilagyi, 2008. "In Search of Distress Risk," Journal of Finance, American Finance Association, vol. 63(6), pages 2899-2939, December.
    8. Fornaro, Luca & Wolf, Martin, 2023. "The scars of supply shocks: Implications for monetary policy," Journal of Monetary Economics, Elsevier, vol. 140(S), pages 18-36.
    9. Dai, Yun & Li, Xuchao & Liu, Dinghua & Lu, Jiankun, 2021. "Throwing good money after bad: Zombie lending and the supply chain contagion of firm exit," Journal of Economic Behavior & Organization, Elsevier, vol. 189(C), pages 379-402.
    10. Müge Adalet McGowan & Dan Andrews & Valentine Millot & Thorsten BeckManaging Editor, 2018. "The walking dead? Zombie firms and productivity performance in OECD countries," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 33(96), pages 685-736.
    11. Daron Acemoglu & Vasco M. Carvalho & Asuman Ozdaglar & Alireza Tahbaz‐Salehi, 2012. "The Network Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 80(5), pages 1977-2016, September.
    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. Mateut, Simona, 2014. "Reverse trade credit or default risk? Explaining the use of prepayments by firms," Journal of Corporate Finance, Elsevier, vol. 29(C), pages 303-326.
    14. Wu, Wenfeng & Firth, Michael & Rui, Oliver M., 2014. "Trust and the provision of trade credit," Journal of Banking & Finance, Elsevier, vol. 39(C), pages 146-159.
    15. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    16. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    17. Chen, Chongyang & Kieschnick, Robert, 2018. "Bank credit and corporate working capital management," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 579-596.
    18. 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.
    19. Garcia-Appendini, Emilia & Montoriol-Garriga, Judit, 2013. "Firms as liquidity providers: Evidence from the 2007–2008 financial crisis," Journal of Financial Economics, Elsevier, vol. 109(1), pages 272-291.
    20. Ryan Banerjee & Boris Hofmann, 2022. "Corporate zombies: anatomy and life cycle," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 37(112), pages 757-803.
    21. David Rezza Baqaee, 2018. "Cascading Failures in Production Networks," Econometrica, Econometric Society, vol. 86(5), pages 1819-1838, September.
    22. Álvarez, Laura & García-Posada, Miguel & Mayordomo, Sergio, 2023. "Distressed firms, zombie firms and zombie lending: A taxonomy," Journal of Banking & Finance, Elsevier, vol. 149(C).
    23. Takeo Hoshi, 2006. "Economics Of The Living Dead," The Japanese Economic Review, Japanese Economic Association, vol. 57(1), pages 30-49, March.
    24. Viral V Acharya & Tim Eisert & Christian Eufinger & Christian Hirsch, 2019. "Whatever It Takes: The Real Effects of Unconventional Monetary Policy," The Review of Financial Studies, Society for Financial Studies, vol. 32(9), pages 3366-3411.
    25. Albuquerque, Bruno & Iyer, Roshan, 2024. "The rise of the walking dead: Zombie firms around the world," Journal of International Economics, Elsevier, vol. 152(C).
    26. Ferrando, Annalisa & Mulier, Klaas, 2013. "Do firms use the trade credit channel to manage growth?," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 3035-3046.
    27. Frederic Boissay & Reint Gropp, 2013. "Payment Defaults and Interfirm Liquidity Provision," Review of Finance, European Finance Association, vol. 17(6), pages 1853-1894.
    28. Jean-Noël Barrot & Julien Sauvagnat, 2016. "Input Specificity and the Propagation of Idiosyncratic Shocks in Production Networks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1543-1592.
    29. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle.
    30. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    31. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    32. Viral V. Acharya & Matteo Crosignani & Tim Eisert & Christian Eufinger, 2024. "Zombie Credit and (Dis‐)Inflation: Evidence from Europe," Journal of Finance, American Finance Association, vol. 79(3), pages 1883-1929, June.
    33. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, vol. 98(4), pages 1413-1442, September.
    34. Shumway, Tyler, 2001. "Forecasting Bankruptcy More Accurately: A Simple Hazard Model," The Journal of Business, University of Chicago Press, vol. 74(1), pages 101-124, January.
    35. N. Nergiz Dincer & Pelin Pektekin & Ayca Tekin-Koru, 2023. "Long shadows of the walking dead on economic activity," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 23(4).
    36. Ohlson, Ja, 1980. "Financial Ratios And The Probabilistic Prediction Of Bankruptcy," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 18(1), pages 109-131.
    37. Acharya, Viral & Lenzu, Simone & Wang, Olivier, 2021. "Zombie Lending and Policy Traps," CEPR Discussion Papers 16658, C.E.P.R. Discussion Papers.
    38. Bernstein, Shai & Colonnelli, Emanuele & Giroud, Xavier & Iverson, Benjamin, 2019. "Bankruptcy spillovers," Journal of Financial Economics, Elsevier, vol. 133(3), pages 608-633.
    39. Viral V. Acharya & Matteo Crosignani & Tim Eisert & Sascha Steffen, 2022. "Zombie Lending: Theoretical, International, and Historical Perspectives," Annual Review of Financial Economics, Annual Reviews, vol. 14(1), pages 21-38, November.
    40. repec:tcb:cebare:v:23:y:2023:i:2:p:1-18 is not listed on IDEAS
    41. 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.
    42. Mariassunta Giannetti & Andrei Simonov, 2013. "On the Real Effects of Bank Bailouts: Micro Evidence from Japan," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(1), pages 135-167, January.
    43. repec:tcb:cebare:v:23:y:2023:i:4:p:1-18 is not listed on IDEAS
    44. David Rezza Baqaee & Emmanuel Farhi, 2019. "The Macroeconomic Impact of Microeconomic Shocks: Beyond Hulten's Theorem," Econometrica, Econometric Society, vol. 87(4), pages 1155-1203, July.
    45. Tor Jacobson & Erik Schedvin, 2015. "Trade Credit and the Propagation of Corporate Failure: An Empirical Analysis," Econometrica, Econometric Society, vol. 83(4), pages 1315-1371, July.
    46. Jan De Loecker & Frederic Warzynski, 2012. "Markups and Firm-Level Export Status," American Economic Review, American Economic Association, vol. 102(6), pages 2437-2471, October.
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    2. Okan Akarsu, 2025. "Total factor productivity and spillover effects: Frontier and Laggard firms dynamics," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 25(3).

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    JEL classification:

    • E12 - Macroeconomics and Monetary Economics - - General Aggregative Models - - - Keynes; Keynesian; Post-Keynesian; Modern Monetary Theory
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy

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