IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v107y2022ics0264999321003175.html
   My bibliography  Save this article

Government subsidies, enterprise operating efficiency, and “stiff but deathless” zombie firms

Author

Listed:
  • Qiao, Lu
  • Fei, Junjun

Abstract

We examine the effects of government subsidies on enterprise operating efficiency and the “stiff but deathless” characteristics of zombie firms. Previous research has explored the effects of subsidies on enterprise efficiency and these characteristics of zombie firms; however, the former has not reached a consistent conclusion, and the latter lacks empirical research. Using data from Chinese industrial firms over the period during 1998–2013, we empirically analyze the “stiff” and “deathless” characteristics by using the metrics of “profit” and “efficiency,” respectively, and explore the effect of subsidies on the efficiency and profitability of zombie and nonzombie enterprises, including their impact and mechanisms. We find that although subsidies generally improve an enterprise's operating efficiency by easing financing constraints and attracting more firms to operate locally, moral hazard measured as financial instability makes subsidies less effective in boosting efficiency and profits in zombie firms. These findings can help improve subsidy policies.

Suggested Citation

  • Qiao, Lu & Fei, Junjun, 2022. "Government subsidies, enterprise operating efficiency, and “stiff but deathless” zombie firms," Economic Modelling, Elsevier, vol. 107(C).
  • Handle: RePEc:eee:ecmode:v:107:y:2022:i:c:s0264999321003175
    DOI: 10.1016/j.econmod.2021.105728
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999321003175
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2021.105728?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Girma, Sourafel & Gorg, Holger & Strobl, Eric, 2007. "The effects of government grants on plant survival: A micro-econometric analysis," International Journal of Industrial Organization, Elsevier, vol. 25(4), pages 701-720, August.
    2. Andrea Caggese, 2013. "Financing Constraints, Firm Dynamics and Innovation," 2013 Meeting Papers 300, Society for Economic Dynamics.
    3. Charles Bérubé & Pierre Mohnen, 2009. "Are firms that receive R&D subsidies more innovative?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 42(1), pages 206-225, February.
    4. 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.
    5. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    6. Arthur M. Diamond, 1999. "Does Federal Funding “Crowd In” Private Funding Of Science?," Contemporary Economic Policy, Western Economic Association International, vol. 17(4), pages 423-431, October.
    7. Claessens, Stijn & Feijen, Erik & Laeven, Luc, 2008. "Political connections and preferential access to finance: The role of campaign contributions," Journal of Financial Economics, Elsevier, vol. 88(3), pages 554-580, June.
    8. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    9. François Derrien & Ambrus Kecskés, 2013. "The Real Effects of Financial Shocks: Evidence from Exogenous Changes in Analyst Coverage," Post-Print hal-00852356, HAL.
    10. Premachandra, I.M. & Bhabra, Gurmeet Singh & Sueyoshi, Toshiyuki, 2009. "DEA as a tool for bankruptcy assessment: A comparative study with logistic regression technique," European Journal of Operational Research, Elsevier, vol. 193(2), pages 412-424, March.
    11. Glocker, C., 2021. "Reserve requirements and financial stability," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 71(C).
    12. 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.
    13. Wang, Yang & Zhang, Yifei, 2020. "Do state subsidies increase corporate environmental spending?," International Review of Financial Analysis, Elsevier, vol. 72(C).
    14. Schwartz, Gerd & Clements, Benedict, 1999. "Government Subsidies," Journal of Economic Surveys, Wiley Blackwell, vol. 13(2), pages 119-147, April.
    15. Joe Peek & Eric S. Rosengren, 2005. "Unnatural Selection: Perverse Incentives and the Misallocation of Credit in Japan," American Economic Review, American Economic Association, vol. 95(4), pages 1144-1166, September.
    16. 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.
    17. Guofu Tan & Justin Yifu Lin, 1999. "Policy Burdens, Accountability, and the Soft Budget Constraint," American Economic Review, American Economic Association, vol. 89(2), pages 426-431, May.
    18. Mamuneas, Theofanis P. & Ishaq Nadiri, M., 1996. "Public R&D policies and cost behavior of the US manufacturing industries," Journal of Public Economics, Elsevier, vol. 63(1), pages 57-81, December.
    19. Allen, William A. & Wood, Geoffrey, 2006. "Defining and achieving financial stability," Journal of Financial Stability, Elsevier, vol. 2(2), pages 152-172, June.
    20. Guo, Feng & Zou, Bo & Zhang, Xiaofei & Bo, Qingwen & Li, Kai, 2020. "Financial slack and firm performance of SMMEs in China: Moderating effects of government subsidies and market-supporting institutions," International Journal of Production Economics, Elsevier, vol. 223(C).
    21. Almaskati, Nawaf & Bird, Ron & Yeung, Danny & Lu, Yue, 2021. "A horse race of models and estimation methods for predicting bankruptcy," Advances in accounting, Elsevier, vol. 52(C).
    22. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    23. Yan, Ziqiao & Li, Yue, 2018. "Signaling through government subsidy: Certification or endorsement," Finance Research Letters, Elsevier, vol. 25(C), pages 90-95.
    24. Bianchini, Stefano & Llerena, Patrick & Martino, Roberto, 2019. "The impact of R&D subsidies under different institutional frameworks," Structural Change and Economic Dynamics, Elsevier, vol. 50(C), pages 65-78.
    25. Boubakri, Narjess & Cosset, Jean-Claude & Saffar, Walid, 2013. "The role of state and foreign owners in corporate risk-taking: Evidence from privatization," Journal of Financial Economics, Elsevier, vol. 108(3), pages 641-658.
    26. Devereux, Michael P. & Griffith, Rachel & Simpson, Helen, 2007. "Firm location decisions, regional grants and agglomeration externalities," Journal of Public Economics, Elsevier, vol. 91(3-4), pages 413-435, April.
    27. Jun-Ichi Nakamura & Shin-Ichi Fukuda, 2013. "What Happened To "Zombie" Firms In Japan?: Reexamination For The Lost Two Decades," Global Journal of Economics (GJE), World Scientific Publishing Co. Pte. Ltd., vol. 2(02), pages 1-18.
    28. 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.
    29. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    30. Davydova, Yulia & Sokolov, Vladimir, 2014. "The real effects of financial constraints: Evidence from a debt subsidization program targeted at strategic firms," Journal of Empirical Finance, Elsevier, vol. 29(C), pages 247-265.
    31. Isabel Busom, 2000. "An Empirical Evaluation of The Effects of R&D Subsidies," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 9(2), pages 111-148.
    32. Bastgen, A. & Holzner, C.L., 2017. "Employment protection and the market for innovations," Labour Economics, Elsevier, vol. 46(C), pages 77-93.
    33. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    34. Woo, Wing Thye, 2019. "China's soft budget constraint on the demand-side undermines its supply-side structural reforms," China Economic Review, Elsevier, vol. 57(C).
    35. Shen, Guangjun & Chen, Binkai, 2017. "Zombie firms and over-capacity in Chinese manufacturing," China Economic Review, Elsevier, vol. 44(C), pages 327-342.
    36. Ciccone, Antonio & Hall, Robert E, 1996. "Productivity and the Density of Economic Activity," American Economic Review, American Economic Association, vol. 86(1), pages 54-70, March.
    37. 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.
    38. Lin, Justin Yifu & Li, Zhiyun, 2008. "Policy burden, privatization and soft budget constraint," Journal of Comparative Economics, Elsevier, vol. 36(1), pages 90-102, March.
    39. Chang, Qingqing & Zhou, Yisihong & Liu, Guangqiang & Wang, Di & Zhang, Xiaojie, 2021. "How does government intervention affect the formation of zombie firms?," Economic Modelling, Elsevier, vol. 94(C), pages 768-779.
    40. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    41. Clausen, Tommy H., 2009. "Do subsidies have positive impacts on R&D and innovation activities at the firm level?," Structural Change and Economic Dynamics, Elsevier, vol. 20(4), pages 239-253, December.
    42. Andrea Caggese & Vicente Cunat, 2013. "Financing Constraints, Firm Dynamics, Export Decisions, and Aggregate Productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 177-193, January.
    43. Kazuo Ueda, 2012. "Deleveraging and Monetary Policy: Japan since the 1990s and the United States since 2007," Journal of Economic Perspectives, American Economic Association, vol. 26(3), pages 177-202, Summer.
    44. Alan Ahearne & Naoki Shinada, 2005. "Zombie firms and economic stagnation in Japan," International Economics and Economic Policy, Springer, vol. 2(4), pages 363-381, December.
    45. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    46. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    47. Ohlson, Ja, 1980. "Financial Ratios And The Probabilistic Prediction Of Bankruptcy," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 109-131.
    48. Zmijewski, Me, 1984. "Methodological Issues Related To The Estimation Of Financial Distress Prediction Models," Journal of Accounting Research, Wiley Blackwell, vol. 22, pages 59-82.
    49. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    50. Gerd Schwartz & Benedict Clements, 1999. "Government Subsidies," Journal of Economic Surveys, Wiley Blackwell, vol. 13(2), pages 119-148, April.
    51. Joseph E. Stiglitz, 1989. "Markets and Development," NBER Working Papers 2961, National Bureau of Economic Research, Inc.
    52. Liu, Guangqiang & Zhang, Xiaojie & Zhang, Wanting & Wang, Di, 2019. "The impact of government subsidies on the capacity utilization of zombie firms," Economic Modelling, Elsevier, vol. 83(C), pages 51-64.
    53. Sasson Bar‐Yosef & Yoram Landskroner, 1988. "Government subsidies and the value of the firm," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 9(1), pages 41-47, March.
    54. Wei, Wei & Zhang, Wan-Li & Wen, Jun & Wang, Jun-Sheng, 2020. "TFP growth in Chinese cities: The role of factor-intensity and industrial agglomeration," Economic Modelling, Elsevier, vol. 91(C), pages 534-549.
    55. Craig O. Brown & I. Serdar Dinç, 2011. "Too Many to Fail? Evidence of Regulatory Forbearance When the Banking Sector Is Weak," Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1378-1405.
    56. Minford, Lucy & Meenagh, David, 2019. "Testing a model of UK growth: A role for R&D subsidies," Economic Modelling, Elsevier, vol. 82(C), pages 152-167.
    57. MARA FACCIO & RONALD W. MASULIS & JOHN J. McCONNELL, 2006. "Political Connections and Corporate Bailouts," Journal of Finance, American Finance Association, vol. 61(6), pages 2597-2635, December.
    58. Sekine, Toshitaka & Kobayashi, Keiichiro & Saita, Yumi, 2003. "Forbearance Lending: The Case of Japanese Firms," Monetary and Economic Studies, Institute for Monetary and Economic Studies, Bank of Japan, vol. 21(2), pages 69-92, August.
    59. Wang, Shengquan & Chen, Langnan & Xiong, Xiong, 2019. "Asset bubbles, banking stability and economic growth," Economic Modelling, Elsevier, vol. 78(C), pages 108-117.
    60. Qizhi Tao & Yicheng Sun & Yingjun Zhu & Xiaolin Yang, 2017. "Political Connections and Government Subsidies: Evidence from Financially Distressed Firms in China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(8), pages 1854-1868, August.
    61. Hyeog Ug Kwon & Futoshi Narita & Machiko Narita, 2015. "Resource Reallocation and Zombie Lending in Japan in the 1990s," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(4), pages 709-732, October.
    62. Diamond, Douglas W, 1991. "Monitoring and Reputation: The Choice between Bank Loans and Directly Placed Debt," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 689-721, August.
    63. Almus, Matthias & Czarnitzki, Dirk, 2003. "The Effects of Public R&D Subsidies on Firms' Innovation Activities: The Case of Eastern Germany," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(2), pages 226-236, April.
    64. Megginson, William L. & Ullah, Barkat & Wei, Zuobao, 2014. "State ownership, soft-budget constraints, and cash holdings: Evidence from China’s privatized firms," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 276-291.
    65. Blau, Benjamin M. & Brough, Tyler J. & Thomas, Diana W., 2013. "Corporate lobbying, political connections, and the bailout of banks," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 3007-3017.
    66. Toulemonde, Eric, 2006. "Acquisition of skills, labor subsidies, and agglomeration of firms," Journal of Urban Economics, Elsevier, vol. 59(3), pages 420-439, May.
    67. Bastgen, A. & Holzner, C. L., 2017. "Employment protection and the market for innovations," Munich Reprints in Economics 49925, University of Munich, Department of Economics.
    68. Arimoto, Yutaka & Nakajima, Kentaro & Okazaki, Tetsuji, 2014. "Sources of productivity improvement in industrial clusters: The case of the prewar Japanese silk-reeling industry," Regional Science and Urban Economics, Elsevier, vol. 46(C), pages 27-41.
    69. Harold Ngalawa & Fulbert Tchana Tchana & Nicola Viegi, 2016. "Banking instability and deposit insurance: The role of moral hazard," Journal of Applied Economics, Universidad del CEMA, vol. 19, pages 323-350, November.
    70. Imai, Kentaro, 2016. "A panel study of zombie SMEs in Japan: Identification, borrowing and investment behavior," Journal of the Japanese and International Economies, Elsevier, vol. 39(C), pages 91-107.
    71. Tone, Kaoru, 2002. "A slacks-based measure of super-efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 143(1), pages 32-41, November.
    72. Smith, Adam, 1776. "An Inquiry into the Nature and Causes of the Wealth of Nations," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, number smith1776.
    73. Zhang, Zhiwei & Wu, Fei, 2020. "Moral hazard, external governance and risk-taking: Evidence from commercial banks in China," Finance Research Letters, Elsevier, vol. 37(C).
    74. Stiglitz, Joseph E, 1989. "Markets, Market Failures, and Development," American Economic Review, American Economic Association, vol. 79(2), pages 197-203, May.
    75. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    76. Takeo Hoshi, 2006. "Economics Of The Living Dead," The Japanese Economic Review, Japanese Economic Association, vol. 57(1), pages 30-49, March.
    77. Liu, Liuling & Zhang, Gaiyan & Fang, Yiwei, 2016. "Bank credit default swaps and deposit insurance around the world," Journal of International Money and Finance, Elsevier, vol. 69(C), pages 339-363.
    78. François Derrien & Ambrus Kecskés, 2013. "The Real Effects of Financial Shocks: Evidence from Exogenous Changes in Analyst Coverage," Journal of Finance, American Finance Association, vol. 68(4), pages 1407-1440, August.
    79. Hoshi, Takeo & Kashyap, Anil K, 2010. "Will the U.S. bank recapitalization succeed? Eight lessons from Japan," Journal of Financial Economics, Elsevier, vol. 97(3), pages 398-417, September.
    80. Jaskowski, Marcin, 2015. "Should zombie lending always be prevented?," International Review of Economics & Finance, Elsevier, vol. 40(C), pages 191-203.
    81. 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.
    82. Jaspersen, Johannes G. & Richter, Andreas, 2015. "The wealth effects of premium subsidies on moral hazard in insurance markets," European Economic Review, Elsevier, vol. 77(C), pages 139-153.
    83. Bose, Udichibarna & Filomeni, Stefano & Mallick, Sushanta, 2021. "Does bankruptcy law improve the fate of distressed firms? The role of credit channels," Journal of Corporate Finance, Elsevier, vol. 68(C).
    84. Adelino, Manuel & Dinc, I. Serdar, 2014. "Corporate distress and lobbying: Evidence from the Stimulus Act," Journal of Financial Economics, Elsevier, vol. 114(2), pages 256-272.
    85. Yu, Miao & Guo, Yue Mei & Wang, Di & Gao, Xiaohan, 2021. "How do zombie firms affect debt financing costs of others: From spillover effects views," Pacific-Basin Finance Journal, Elsevier, vol. 65(C).
    86. 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.
    87. Shen, Jim Huangnan & Zhang, Jun & Lee, Chien-Chiang & Li, Weiping, 2020. "Toward an internal governance structure of China’s large SOEs," Journal of Asian Economics, Elsevier, vol. 70(C).
    88. Girma, Sourafel & Gorg, Holger & Strobl, Eric, 2007. "The effect of government grants on plant level productivity," Economics Letters, Elsevier, vol. 94(3), pages 439-444, March.
    89. Liu, Dayong & Chen, Tong & Liu, Xiaoyang & Yu, Yongze, 2019. "Do more subsidies promote greater innovation? Evidence from the Chinese electronic manufacturing industry," Economic Modelling, Elsevier, vol. 80(C), pages 441-452.
    90. Claro, Sebastian, 2006. "Supporting inefficient firms with capital subsidies: China and Germany in the 1990s," Journal of Comparative Economics, Elsevier, vol. 34(2), pages 377-401, June.
    91. Andrei Shleifer & Robert W. Vishny, 1994. "Politicians and Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 995-1025.
    92. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    93. Sreedhar T. Bharath & Tyler Shumway, 2008. "Forecasting Default with the Merton Distance to Default Model," Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1339-1369, May.
    94. Scott J. Wallsten, 2000. "The Effects of Government-Industry R&D Programs on Private R&D: The Case of the Small Business Innovation Research Program," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 82-100, Spring.
    95. Holger Görg & Eric Strobl, 2007. "The Effect of R&D Subsidies on Private R&D," Economica, London School of Economics and Political Science, vol. 74(294), pages 215-234, May.
    96. Yuyaun Tan & Yiping Huang & Wing Thye Woo, 2016. "Zombie Firms and the Crowding-Out of Private Investment in China," Asian Economic Papers, MIT Press, vol. 15(3), pages 32-55, Fall.
    97. Meng, Lei, 2012. "Can grain subsidies impede rural–urban migration in hinterland China? Evidence from field surveys," China Economic Review, Elsevier, vol. 23(3), pages 729-741.
    98. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhong, Meirui & Lu, Qiaolin & He, Ruifang, 2022. "The heterogeneous effects of industrial policy on technological innovation: Evidence from China's new metal material industry and micro-data," Resources Policy, Elsevier, vol. 79(C).
    2. Yi Zheng & Min Luo, 2023. "Enhancing Operating Efficiency in China’s High-End Equipment Manufacturing Industry: Insights from Listed Enterprises," Sustainability, MDPI, vol. 15(11), pages 1-18, May.
    3. Zofia Gródek-Szostak & Jadwiga Adamczyk & Małgorzata Luc & Marcin Suder & Justyna Tora & Karolina Kotulewicz-Wisińska & Wojciech Zysk & Anna Szeląg-Sikora, 2022. "Hard Cash in Hard Times—The Effect of Institutional Support for Businesses Shaken by COVID-19," Sustainability, MDPI, vol. 14(8), pages 1-18, April.
    4. Han, Junhee & Lee, Keun, 2022. "Heterogeneous technology and specialization for economic growth beyond the middle-income stage," Economic Modelling, Elsevier, vol. 112(C).
    5. Kai Ou & Yu Shi & Wenwen Zhou, 2024. "An Evolutionary Game Study on Green Technology Innovation of Coal Power Firms under the Dual-Regulatory System," Energies, MDPI, vol. 17(3), pages 1, January.
    6. Kumbhakar, Subal C. & Li, Mingyang & Lien, Gudbrand, 2023. "Do subsidies matter in productivity and profitability changes?," Economic Modelling, Elsevier, vol. 123(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Deng Ming & Wang Jinbo, 2022. "Why do zombie firms seldom die or resurrect? The effect of government subsidies on the survival duration of China’s zombie firms," Economics - The Open-Access, Open-Assessment Journal, De Gruyter, vol. 16(1), pages 212-228, January.
    2. Boubaker, Sabri & Cellier, Alexis & Manita, Riadh & Saeed, Asif, 2020. "Does corporate social responsibility reduce financial distress risk?," Economic Modelling, Elsevier, vol. 91(C), pages 835-851.
    3. Feng, Ling & Lang, Henan & Pei, Tingting, 2022. "Zombie firms and corporate savings: Evidence from Chinese manufacturing firms," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 551-564.
    4. B Korcan Ak & Patricia M Dechow & Yuan Sun & Annika Yu Wang, 2013. "The use of financial ratio models to help investors predict and interpret significant corporate events," Australian Journal of Management, Australian School of Business, vol. 38(3), pages 553-598, December.
    5. Geng, Yong & Liu, Wei & Wu, Yuzhao, 2021. "How do zombie firms affect China’s industrial upgrading?," Economic Modelling, Elsevier, vol. 97(C), pages 79-94.
    6. Xiaole Qiao & Lin Song & Xiaomin Fan, 2022. "How do zombie firms affect innovation: from the perspective of credit resources distortion," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 36(1), pages 67-87, May.
    7. Derrien, François & Kecskés, Ambrus & Mansi, Sattar A., 2016. "Information asymmetry, the cost of debt, and credit events: Evidence from quasi-random analyst disappearances," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 295-311.
    8. Ahsan Habib & Mabel D' Costa & Hedy Jiaying Huang & Md. Borhan Uddin Bhuiyan & Li Sun, 2020. "Determinants and consequences of financial distress: review of the empirical literature," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(S1), pages 1023-1075, April.
    9. Dai, Xiaoyong & Qiao, Xiaole & Song, Lin, 2019. "Zombie firms in China's coal mining sector: Identification, transition determinants and policy implications," Resources Policy, Elsevier, vol. 62(C), pages 664-673.
    10. Goto, Yasuo & Wilbur, Scott, 2019. "Unfinished business: Zombie firms among SME in Japan’s lost decades," Japan and the World Economy, Elsevier, vol. 49(C), pages 105-112.
    11. 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.
    12. Charitou, Andreas & Dionysiou, Dionysia & Lambertides, Neophytos & Trigeorgis, Lenos, 2013. "Alternative bankruptcy prediction models using option-pricing theory," Journal of Banking & Finance, Elsevier, vol. 37(7), pages 2329-2341.
    13. Viral Acharya & Sergei A. Davydenko & Ilya A. Strebulaev, 2012. "Cash Holdings and Credit Risk," The Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3572-3609.
    14. Xiaohan Guo & Jianliang Ye & Wunhong Su & Deming Luo & Xiangrong Jin, 2022. "Do zombie firms crowd out healthy firms and slow their growth? Evidence from China," Development Policy Review, Overseas Development Institute, vol. 40(6), November.
    15. Bauer, Julian & Agarwal, Vineet, 2014. "Are hazard models superior to traditional bankruptcy prediction approaches? A comprehensive test," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 432-442.
    16. GOTO Yasuo & Scott WILBUR, 2017. "Efficiency among Japanese SMEs: In the context of the zombie firm hypothesis and firm size," Discussion papers 17123, Research Institute of Economy, Trade and Industry (RIETI).
    17. Wang, Chih-Wei & Chiu, Wan-Chien, 2019. "Effect of short-term debt on default risk: Evidence from Pacific Basin countries," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    18. Liu, Guangqiang & Zhang, Xiaojie & Zhang, Wanting & Wang, Di, 2019. "The impact of government subsidies on the capacity utilization of zombie firms," Economic Modelling, Elsevier, vol. 83(C), pages 51-64.
    19. Hernandez Tinoco, Mario & Wilson, Nick, 2013. "Financial distress and bankruptcy prediction among listed companies using accounting, market and macroeconomic variables," International Review of Financial Analysis, Elsevier, vol. 30(C), pages 394-419.
    20. Lenzu, Simone & Manaresi, Francesco, 2018. "Do Marginal Products Differ from User Costs? Micro-Level Evidence from Italian Firms," Working Papers 276, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.

    More about this item

    Keywords

    Government subsidies; Operating efficiency; Location choice; Actual profit margins; Zombie enterprises; Moral hazard;
    All these keywords.

    JEL classification:

    • D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecmode:v:107:y:2022:i:c:s0264999321003175. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.