IDEAS home Printed from https://ideas.repec.org/a/eee/ecosys/v44y2020i3s0939362518304588.html
   My bibliography  Save this article

Do credit squeezes influence firm survival? An empirical investigation of China

Author

Listed:
  • Zhang, Dongyang

Abstract

This paper analyses the effect of a “credit squeeze” policy that was set by the Chinese government in 2007, increasing the strictness for firm-level bank loans. We adopt the difference-in-difference (DID) model to compare the survival rate change before and after the policy was implemented. We further explore the mechanism behind how the “credit squeeze” policy reduced the probability of firms surviving the market from perspectives such as financial constraints and ownership structures. The “credit squeeze” policy significantly increased firms’ operating costs and lowered firms’ productivity. In addition, we find that the zombie firm phenomenon existing in state-owned enterprises has a large impact on our estimation. Our results provide practical policy implications regarding the compromise between systematic debt risk and firm survival.

Suggested Citation

  • Zhang, Dongyang, 2020. "Do credit squeezes influence firm survival? An empirical investigation of China," Economic Systems, Elsevier, vol. 44(3).
  • Handle: RePEc:eee:ecosys:v:44:y:2020:i:3:s0939362518304588
    DOI: 10.1016/j.ecosys.2020.100790
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0939362518304588
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecosys.2020.100790?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. Guariglia, Alessandra & Liu, Xiaoxuan & Song, Lina, 2011. "Internal finance and growth: Microeconometric evidence on Chinese firms," Journal of Development Economics, Elsevier, vol. 96(1), pages 79-94, September.
    2. Shiqing Xie & Taiping Mo, 2014. "Index Futures Trading and Stock Market Volatility in China: A Difference‐in‐Difference Approach," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 34(3), pages 282-297, March.
    3. Jonathan Meer & Jeremy West, 2016. "Effects of the Minimum Wage on Employment Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 51(2), pages 500-522.
    4. Flora Bellone & Patrick Musso & Lionel Nesta & Stefano Schiavo, 2010. "Financial Constraints and Firm Export Behaviour," The World Economy, Wiley Blackwell, vol. 33(3), pages 347-373, March.
    5. Patrick Musso & Stefano Schiavo, 2008. "The impact of financial constraints on firm survival and growth," Journal of Evolutionary Economics, Springer, vol. 18(2), pages 135-149, April.
    6. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    7. Armando Silva, 2011. "Financial Constraints and Exports: Evidence from Portuguese Manufacturing Firms," International Journal of Business and Economic Sciences Applied Research (IJBESAR), International Hellenic University (IHU), Kavala Campus, Greece (formerly Eastern Macedonia and Thrace Institute of Technology - EMaTTech), vol. 4(3), pages 7-19, December.
    8. Poncet, Sandra & Steingress, Walter & Vandenbussche, Hylke, 2010. "Financial constraints in China: Firm-level evidence," China Economic Review, Elsevier, vol. 21(3), pages 411-422, September.
    9. Aubhik Khan & Julia K. Thomas, 2013. "Credit Shocks and Aggregate Fluctuations in an Economy with Production Heterogeneity," Journal of Political Economy, University of Chicago Press, vol. 121(6), pages 1055-1107.
    10. Delgado, Michael S. & Florax, Raymond J.G.M., 2015. "Difference-in-differences techniques for spatial data: Local autocorrelation and spatial interaction," Economics Letters, Elsevier, vol. 137(C), pages 123-126.
    11. Wolfgang Hess & Maria Persson, 2011. "Exploring the duration of EU imports," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 147(4), pages 665-692, November.
    12. Chen, Minjia & Guariglia, Alessandra, 2013. "Internal financial constraints and firm productivity in China: Do liquidity and export behavior make a difference?," Journal of Comparative Economics, Elsevier, vol. 41(4), pages 1123-1140.
    13. Shen, Jianfu & Firth, Michael & Poon, Winnie P.H., 2016. "Credit Expansion, Corporate Finance and Overinvestment: Recent Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 39(C), pages 16-27.
    14. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2017. "Macroprudential policy, countercyclical bank capital buffers and credit supply: evidence from the spanish dynamic provisioning experiments," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 125(6), pages 2126-2177.
    15. Cull, Robert & Li, Wei & Sun, Bo & Xu, Lixin Colin, 2015. "Government connections and financial constraints: Evidence from a large representative sample of Chinese firms," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 271-294.
    16. Tsoukas, Serafeim, 2011. "Firm survival and financial development: Evidence from a panel of emerging Asian economies," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1736-1752, July.
    17. Kalina Manova & Shang-Jin Wei & Zhiwei Zhang, 2015. "Firm Exports and Multinational Activity Under Credit Constraints," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 574-588, July.
    18. Sarah Bridges & Alessandra Guariglia, 2008. "Financial Constraints, Global Engagement, And Firm Survival In The United Kingdom: Evidence From Micro Data," Scottish Journal of Political Economy, Scottish Economic Society, vol. 55(4), pages 444-464, September.
    19. Petra Moser & Alessandra Voena, 2012. "Compulsory Licensing: Evidence from the Trading with the Enemy Act," American Economic Review, American Economic Association, vol. 102(1), pages 396-427, February.
    20. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    21. Brandt, Loren & Li, Hongbin, 2003. "Bank discrimination in transition economies: ideology, information, or incentives?," Journal of Comparative Economics, Elsevier, vol. 31(3), pages 387-413, September.
    22. Thorsten Beck & Asli Demirgüç‐Kunt & Vojislav Maksimovic, 2005. "Financial and Legal Constraints to Growth: Does Firm Size Matter?," Journal of Finance, American Finance Association, vol. 60(1), pages 137-177, February.
    23. 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.
    24. Kangbok Lee & Wenling Lu, 2015. "Do bank regulation and supervision matter?," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 7(3), pages 275-288, August.
    25. 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.
    26. Bai, Chong-En & Li, David D. & Tao, Zhigang & Wang, Yijiang, 2000. "A Multitask Theory of State Enterprise Reform," Journal of Comparative Economics, Elsevier, vol. 28(4), pages 716-738, December.
    27. Becchetti, Leonardo & Trovato, Giovanni, 2002. "The Determinants of Growth for Small and Medium Sized Firms: The Role of the Availability of External Finance," Small Business Economics, Springer, vol. 19(4), pages 291-306, December.
    28. Chong‐En Bai & Jiangyong Lu & Zhigang Tao, 2006. "Property rights protection and access to bank loans," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 14(4), pages 611-628, October.
    29. Ana M. Fernandes & Caroline Paunov, 2015. "The Risks of Innovation: Are Innovating Firms Less Likely to Die?," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 638-653, July.
    30. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    31. 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.
    32. Basistha, Arabinda & Kurov, Alexander, 2008. "Macroeconomic cycles and the stock market's reaction to monetary policy," Journal of Banking & Finance, Elsevier, vol. 32(12), pages 2606-2616, December.
    33. Chong-En Bai & Jiangyong Lu & Zhigang Tao, 2006. "The Multitask Theory of State Enterprise Reform: Empirical Evidence from China," American Economic Review, American Economic Association, vol. 96(2), pages 353-357, May.
    34. Meghana Ayyagari & Asli Demirgüç-Kunt & Vojislav Maksimovic, 2008. "How Important Are Financing Constraints? The Role of Finance in the Business Environment," The World Bank Economic Review, World Bank, vol. 22(3), pages 483-516, November.
    35. Koivu, Tuuli, 2009. "Has the Chinese economy become more sensitive to interest rates? Studying credit demand in China," China Economic Review, Elsevier, vol. 20(3), pages 455-470, September.
    36. Yiping Huang & Xu Wang, 2017. "Building an Efficient Financial System in China: A Need for Stronger Market Discipline," Asian Economic Policy Review, Japan Center for Economic Research, vol. 12(2), pages 188-205, July.
    37. Stein, Jeremy C., 2003. "Agency, information and corporate investment," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 2, pages 111-165, Elsevier.
    38. Wolfgang Hess & Maria Persson, 2012. "The duration of trade revisited," Empirical Economics, Springer, vol. 43(3), pages 1083-1107, December.
    39. Jia, Chunxin, 2009. "The effect of ownership on the prudential behavior of banks - The case of China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 77-87, January.
    40. Korajczyk, Robert A. & Levy, Amnon, 2003. "Capital structure choice: macroeconomic conditions and financial constraints," Journal of Financial Economics, Elsevier, vol. 68(1), pages 75-109, April.
    41. 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.
    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. Dongyang Zhang & Cao Wang & Yu Dong, 2023. "How Does Firm ESG Performance Impact Financial Constraints? An Experimental Exploration of the COVID-19 Pandemic," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 35(1), pages 219-239, February.

    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. Zhang, Dongyang & Liu, Deqiang, 2017. "Determinants of the capital structure of Chinese non-listed enterprises: Is TFP efficient?," Economic Systems, Elsevier, vol. 41(2), pages 179-202.
    2. Dongyang Zhang, 2017. "Is working capital management value-enhancing through alleviating financial constraints? Evidence from Chinese non-listed firms," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 15(4), pages 373-406, October.
    3. Thomas Pernet & Mathilde Maurel & Zhao Ruili, 2023. "Internal finance, financial constraint and pollution emissions: evidence from China," Documents de travail du Centre d'Economie de la Sorbonne 23015, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    4. Zhang, Dongyang, 2020. "How do firms overcome financial constraint anxiety to survive in the market? Evidence from large manufacturing data," International Review of Financial Analysis, Elsevier, vol. 70(C).
    5. Wang, Jingwen & Shen, Guangjun & Tang, Dunzhe, 2021. "Does tax deduction relax financing constraints? Evidence from China's value-added tax reform," China Economic Review, Elsevier, vol. 67(C).
    6. Cull, Robert & Li, Wei & Sun, Bo & Xu, Lixin Colin, 2015. "Government connections and financial constraints: Evidence from a large representative sample of Chinese firms," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 271-294.
    7. Chen, Minjia & Guariglia, Alessandra, 2013. "Internal financial constraints and firm productivity in China: Do liquidity and export behavior make a difference?," Journal of Comparative Economics, Elsevier, vol. 41(4), pages 1123-1140.
    8. Li, Yao Amber & Liao, Wei & Zhao, Chen Carol, 2018. "Credit constraints and firm productivity: Microeconomic evidence from China," Research in International Business and Finance, Elsevier, vol. 45(C), pages 134-149.
    9. Farinha, Luísa & Spaliara, Marina-Eliza & Tsoukas, Serafeim, 2019. "Bank shocks and firm performance: New evidence from the sovereign debt crisis," Journal of Financial Intermediation, Elsevier, vol. 40(C).
    10. Alexandru MINEA & Youssouf KIENDREBEOGO, 2012. "Financial Factors and Manufacturing Exports:Theory and Firm-level Evidence From Egypt," Working Papers 201221, CERDI.
    11. Firth, Michael & Malatesta, Paul H. & Xin, Qingquan & Xu, Liping, 2012. "Corporate investment, government control, and financing channels: Evidence from China's Listed Companies," Journal of Corporate Finance, Elsevier, vol. 18(3), pages 433-450.
    12. Yongzheng Liu & Jie Mao, 2019. "How Do Tax Incentives Affect Investment and Productivity? Firm-Level Evidence from China," American Economic Journal: Economic Policy, American Economic Association, vol. 11(3), pages 261-291, August.
    13. Mughees Tahir Bhalli & Shahid Mansoor Hashmi & Arslan Majeed, 2017. "Sensitivity of Firms’ Investment and Cash Flow: A Case Study of Manufacturing Sector of Pakistan," Romanian Economic Journal, Department of International Business and Economics from the Academy of Economic Studies Bucharest, vol. 20(64), pages 28-47, June.
    14. Shi, Yang & Li, Jiachen & Liu, Ruiming, 2023. "Financing constraints and share pledges: Evidence from the share pledge reform in China," Journal of Corporate Finance, Elsevier, vol. 78(C).
    15. Walheer, Barnabé & He, Ming, 2020. "Technical efficiency and technology gap of the manufacturing industry in China: Does firm ownership matter?," World Development, Elsevier, vol. 127(C).
    16. Peng Bin & Xiaolan Chen & Andrea Fracasso & Chiara Tomasi, 2020. "Firm employment growth in China: The role of marketization and regional economic factors," Growth and Change, Wiley Blackwell, vol. 51(1), pages 402-439, March.
    17. Yu, Ziliang & Tong, Jiadong, 2020. "Financing benefit from exporting: An indirect identification approach," Journal of Multinational Financial Management, Elsevier, vol. 57.
    18. Murphy, Gavin & Siedschlag, Iulia, 2016. "Exporting under Financing Constraints: Firm-level Evidence from EU Countries," Papers WP530, Economic and Social Research Institute (ESRI).
    19. Peng, Shuijun & Shu, Zhongqiao & Zhang, Wencheng, 2022. "Does service trade liberalization relieve manufacturing enterprises’ financial constraints? Evidence from China," Economic Modelling, Elsevier, vol. 106(C).
    20. Sai Ding & Alessandra Guariglia & John Knight & Junhong Yang, 2021. "Negative Investment in China: Financing Constraints and Restructuring versus Growth," Economic Development and Cultural Change, University of Chicago Press, vol. 69(4), pages 1411-1449.

    More about this item

    Keywords

    Credit squeeze; Firm survival; Ownership structure; Difference-in-difference policy implications;
    All these keywords.

    JEL classification:

    • P21 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - Planning, Coordination, and Reform
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation
    • C54 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Quantitative Policy Modeling

    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:ecosys:v:44:y:2020:i:3:s0939362518304588. 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: https://edirc.repec.org/data/osteide.html .

    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.