IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v126y2023ics026499932300233x.html
   My bibliography  Save this article

Central bank lending facility and investment efficiency of non-SOEs: evidence from China

Author

Listed:
  • Li, Xiao-Lin
  • Xie, Pinyi
  • Ding, Hui
  • Si, Deng-Kui

Abstract

Despite China's increasing use of central bank lending facilities over the past decade, their effectiveness and economic impacts on the real economy remain unclear. We examine the effect of the medium-term lending facility (MLF), a representative of central bank lending facilities in China, on the investment efficiency of non-state-owned enterprises (non-SOEs) during 2014: Q3–2020: Q4. We find that increased liquidity through MLF operations improves the investment efficiency of Chinese non-SOEs by reducing their credit constraints, agency costs, and operating risk. The results hold even after controlling for the endogeneity of central bank lending facilities. We also show that the effect is more pronounced for non-SOEs with smaller sizes and higher executive compensation and those in markets with weaker banking competition and financial development. Our findings suggest that lending facility measures can be a practical approach to address the limitations of traditional policy frameworks and support private economic activities.

Suggested Citation

  • Li, Xiao-Lin & Xie, Pinyi & Ding, Hui & Si, Deng-Kui, 2023. "Central bank lending facility and investment efficiency of non-SOEs: evidence from China," Economic Modelling, Elsevier, vol. 126(C).
  • Handle: RePEc:eee:ecmode:v:126:y:2023:i:c:s026499932300233x
    DOI: 10.1016/j.econmod.2023.106421
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S026499932300233X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2023.106421?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. Altavilla, Carlo & Barbiero, Francesca & Boucinha, Miguel & Burlon, Lorenzo, 2023. "The Great Lockdown: Pandemic response policies and bank lending conditions," European Economic Review, Elsevier, vol. 156(C).
    2. Evgenidis, Anastasios & Salachas, Evangelos, 2019. "Unconventional monetary policy and the credit channel in the euro area," Economics Letters, Elsevier, vol. 185(C).
    3. Churm, Rohan & Joyce, Michael & Kapetanios, George & Theodoridis, Konstantinos, 2021. "Unconventional monetary policies and the macroeconomy: The impact of the UK's QE2 and funding for lending scheme," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 721-736.
    4. Jens H. E. Christensen & Jose A. Lopez & Glenn D. Rudebusch, 2014. "Do Central Bank Liquidity Facilities Affect Interbank Lending Rates?," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 32(1), pages 136-151, January.
    5. Bednarek, Peter & Dinger, Valeriya & Kaat, Daniel Marcel te & Westernhagen, Natalja von, 2021. "To whom do banks channel central bank funds?," Journal of Banking & Finance, Elsevier, vol. 128(C).
    6. Boeckx, Jef & de Sola Perea, Maite & Peersman, Gert, 2020. "The transmission mechanism of credit support policies in the euro area," European Economic Review, Elsevier, vol. 124(C).
    7. Lin, Chaoying & He, Lerong, 2020. "Targeted monetary policy and agriculture business loans," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    8. Biddle, Gary C. & Hilary, Gilles & Verdi, Rodrigo S., 2009. "How does financial reporting quality relate to investment efficiency?," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 112-131, December.
    9. Stephie Tsai, Hsin-Ju & Wu, Yuliang & Xu, Bin, 2021. "Does capital market drive corporate investment efficiency? Evidence from equity lending supply," Journal of Corporate Finance, Elsevier, vol. 69(C).
    10. Andreeva, Desislava C. & García-Posada, Miguel, 2021. "The impact of the ECB's targeted long-term refinancing operations on banks’ lending policies: The role of competition," Journal of Banking & Finance, Elsevier, vol. 122(C).
    11. McAndrews, James & Sarkar, Asani & Wang, Zhenyu, 2017. "The effect of the term auction facility on the London interbank offered rate," Journal of Banking & Finance, Elsevier, vol. 83(C), pages 135-152.
    12. Rajkovic, Tijana, 2020. "Lead independent directors and investment efficiency," Journal of Corporate Finance, Elsevier, vol. 64(C).
    13. Habib, Ahsan & Hasan, Mostafa Monzur, 2017. "Managerial ability, investment efficiency and stock price crash risk," Research in International Business and Finance, Elsevier, vol. 42(C), pages 262-274.
    14. Tara Rice & Philip E. Strahan, 2010. "Does Credit Competition Affect Small‐Firm Finance?," Journal of Finance, American Finance Association, vol. 65(3), pages 861-889, June.
    15. Chen, Xiaoying (Cindy) & Yur-Austin, Jasmine, 2007. "Re-measuring agency costs: The effectiveness of blockholders," The Quarterly Review of Economics and Finance, Elsevier, vol. 47(5), pages 588-601, December.
    16. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    17. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    18. Stulz, ReneM., 1990. "Managerial discretion and optimal financing policies," Journal of Financial Economics, Elsevier, vol. 26(1), pages 3-27, July.
    19. García-Posada, Miguel & Marchetti, Marcos, 2016. "The bank lending channel of unconventional monetary policy: The impact of the VLTROs on credit supply in Spain," Economic Modelling, Elsevier, vol. 58(C), pages 427-441.
    20. Marie Finnegan & Supriya Kapoor, 2023. "ECB unconventional monetary policy and SME access to finance," Small Business Economics, Springer, vol. 61(3), pages 1253-1288, October.
    21. James S. Ang & Rebel A. Cole & James Wuh Lin, 2000. "Agency Costs and Ownership Structure," Journal of Finance, American Finance Association, vol. 55(1), pages 81-106, February.
    22. Anand M. Goel & Anjan V. Thakor, 2008. "Overconfidence, CEO Selection, and Corporate Governance," Journal of Finance, American Finance Association, vol. 63(6), pages 2737-2784, December.
    23. Bauer, Michael D. & Neely, Christopher J., 2014. "International channels of the Fed's unconventional monetary policy," Journal of International Money and Finance, Elsevier, vol. 44(C), pages 24-46.
    24. Hanming Fang & Yongqin Wang & Xian Wu, 2020. "The Collateral Channel of Monetary Policy: Evidence from China," NBER Working Papers 26792, National Bureau of Economic Research, Inc.
    25. Vasia Panousi & Dimitris Papanikolaou, 2012. "Investment, Idiosyncratic Risk, and Ownership," Journal of Finance, American Finance Association, vol. 67(3), pages 1113-1148, June.
    26. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    27. Marcel Fratzscher & Marco Lo Duca & Roland Straub, 2016. "ECB Unconventional Monetary Policy: Market Impact and International Spillovers," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 64(1), pages 36-74, May.
    28. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    29. Ugo Albertazzi & Andrea Nobili & Federico M. Signoretti, 2021. "The Bank Lending Channel of Conventional and Unconventional Monetary Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 53(2-3), pages 261-299, March.
    30. Chaoying Lin & Lerong He & Guangqing Yang, 2021. "Targeted monetary policy and financing constraints of Chinese small businesses," Small Business Economics, Springer, vol. 57(4), pages 2107-2124, December.
    31. 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.
    32. 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.
    33. Tsai, Ying-Ju & Chen, Yi-Pei & Lin, Chi-Ling & Hung, Jung-Hua, 2014. "The effect of banking system reform on investment–cash flow sensitivity: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 46(C), pages 166-176.
    34. Hiona Balfoussia & Heather D. Gibson, 2016. "Financial conditions and economic activity: the potential impact of the targeted long-term refinancing operations (TLTROs)," Applied Economics Letters, Taylor & Francis Journals, vol. 23(6), pages 449-456, April.
    35. Liu, Xiaoling & Wu, Yuhui & Zhang, Huan, 2023. "Collateral-based monetary policy and corporate employment: Evidence from Medium-term Lending Facility in China," Journal of Corporate Finance, Elsevier, vol. 78(C).
    36. Aggarwal, Rajesh K. & Samwick, Andrew A., 2006. "Empire-builders and shirkers: Investment, firm performance, and managerial incentives," Journal of Corporate Finance, Elsevier, vol. 12(3), pages 489-515, June.
    37. Carpinelli, Luisa & Crosignani, Matteo, 2021. "The design and transmission of central bank liquidity provisions," Journal of Financial Economics, Elsevier, vol. 141(1), pages 27-47.
    38. Campbell, Sean & Covitz, Daniel & Nelson, William & Pence, Karen, 2011. "Securitization markets and central banking: An evaluation of the term asset-backed securities loan facility," Journal of Monetary Economics, Elsevier, vol. 58(5), pages 518-531.
    39. Chong, Terence Tai-Leung & Lu, Liping & Ongena, Steven, 2013. "Does banking competition alleviate or worsen credit constraints faced by small- and medium-sized enterprises? Evidence from China," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3412-3424.
    40. Khan, Muhammad Kaleem & He, Ying & Akram, Umair & Sarwar, Suleman, 2017. "Financing and monitoring in an emerging economy: Can investment efficiency be increased?," China Economic Review, Elsevier, vol. 45(C), pages 62-77.
    41. Yang, Xingquan & Han, Liang & Li, Wanli & Yin, Xingqiang & Tian, Lin, 2017. "Monetary policy, cash holding and corporate investment: Evidence from China," China Economic Review, Elsevier, vol. 46(C), pages 110-122.
    42. Perdichizzi, Salvatore & Duqi, Andi & Molyneux, Philip & Tamimi, Hussein Al, 2023. "Does unconventional monetary policy boost local economic development? The case of TLTROs and Italy," Journal of Banking & Finance, Elsevier, vol. 148(C).
    43. Cai, Yue, 2021. "Expansionary monetary policy and credit allocation: Evidence from China," China Economic Review, Elsevier, vol. 66(C).
    44. Yang, Zhonghai & Lu, Yang & Tan, Wenhao, 2021. "Monetary policy tightening, accounting information comparability, and underinvestment: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 123-147.
    45. repec:zbw:bofitp:2020_012 is not listed on IDEAS
    46. 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.
    47. Wenzhe Li, 2018. "Does Targeted Monetary Policy Matter? A Perspective from China," Economic Affairs, Wiley Blackwell, vol. 38(1), pages 106-124, February.
    48. Koulischer, François & Struyven, Daan, 2014. "Central bank liquidity provision and collateral quality," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 113-130.
    49. Berger, Allen N. & Black, Lamont K. & Bouwman, Christa H.S. & Dlugosz, Jennifer, 2017. "Bank loan supply responses to Federal Reserve emergency liquidity facilities," Journal of Financial Intermediation, Elsevier, vol. 32(C), pages 1-15.
    50. Funke, Michael & Tsang, Andrew, 2020. "The People’s bank of China’s response to the coronavirus pandemic: A quantitative assessment," Economic Modelling, Elsevier, vol. 93(C), pages 465-473.
    Full references (including those not matched with items on IDEAS)

    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. Liu, Yin & Neely, Pamela & Karim, Khondkar, 2022. "The impact of CFO gender on corporate overinvestment," Advances in accounting, Elsevier, vol. 57(C).
    2. Vijayakumaran, Ratnam, 2021. "Impact of managerial ownership on investment and liquidity constraints: Evidence from Chinese listed companies," Research in International Business and Finance, Elsevier, vol. 55(C).
    3. Ferracuti, Elia & Stubben, Stephen R., 2019. "The role of financial reporting in resolving uncertainty about corporate investment opportunities," Journal of Accounting and Economics, Elsevier, vol. 68(2).
    4. Hui-Fun Yu & Tsui-Jung Lin & Hai-Yen Chang & Yu-Huai Wang, 2020. "The Impact of Political Connection and Information Asymmetry on Investment Efficiency: Evidence from China," Sustainability, MDPI, vol. 12(14), pages 1-15, July.
    5. Shams, Syed & Gunaskerage, Abeyratna & Velayutham, Eswaran, 2022. "Economic policy uncertainty and acquisition performance: Australian evidence," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 286-308.
    6. Naeem, Kashif & Li, Matthew C., 2019. "Corporate investment efficiency: The role of financial development in firms with financing constraints and agency issues in OECD non-financial firms," International Review of Financial Analysis, Elsevier, vol. 62(C), pages 53-68.
    7. Laine, Olli-Matti, 2022. "Evidence about the transmission of monetary policy," Bank of Finland Scientific Monographs, Bank of Finland, volume 0, number e53.
    8. Danso, Albert & Lartey, Theophilus & Amankwah-Amoah, Joseph & Adomako, Samuel & Lu, Qinye & Uddin, Moshfique, 2019. "Market sentiment and firm investment decision-making," International Review of Financial Analysis, Elsevier, vol. 66(C).
    9. Xin Qu & Majella Percy & Fang Hu & Jenny Stewart, 2022. "Can CEO equity‐based compensation limit investment‐related agency problems?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(2), pages 2579-2614, June.
    10. Lijuan Xiao & Min Bai & Yafeng Qin & Lingyun Xiong & Lijuan Yang, 2021. "Financial Slack and Inefficient Investment Decisions in China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(4), pages 920-941, June.
    11. Chen, Shimin & Sun, Zheng & Tang, Song & Wu, Donghui, 2011. "Government intervention and investment efficiency: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 17(2), pages 259-271, April.
    12. Wan, Jianjun & Lee, Chien-Chiang, 2023. "Corporate investment and the dilemma of the monetary policy: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 106-121.
    13. Efstathios Magerakis & Ahsan Habib, 2022. "Environmental uncertainty and corporate cash holdings: The moderating role of CEO ability," International Review of Finance, International Review of Finance Ltd., vol. 22(3), pages 402-432, September.
    14. Liu, Xiaoling & Wu, Yuhui & Zhang, Huan, 2023. "Collateral-based monetary policy and corporate employment: Evidence from Medium-term Lending Facility in China," Journal of Corporate Finance, Elsevier, vol. 78(C).
    15. Asiri, Mohammed & Al-Hadi, Ahmed & Taylor, Grantley & Duong, Lien, 2020. "Is corporate tax avoidance associated with investment efficiency?," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
    16. Xu, Weidong & Gao, Xin & Li, Donghui & Zhuang, Mingming & Yang, Shijie, 2022. "Serial acquirers and stock price crash risk: International evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 78(C).
    17. Li, Xiafei & Luo, Di, 2020. "Increase in cash holdings of U.S. firms: The role of healthcare and technology industries," Journal of Business Research, Elsevier, vol. 118(C), pages 286-298.
    18. policy, Work stream on macroprudential & Policy, Monetary & Stability, Financial & Albertazzi, Ugo & Martin, Alberto & Assouan, Emmanuelle & Tristani, Oreste & Galati, Gabriele & Vlassopoulos, Thomas , 2023. "The role of financial stability considerations in monetary policy and the interaction with macroprudential policy in the euro area," Occasional Paper Series 272, European Central Bank.
    19. Ratnam Vijayakumaran, 2019. "Agency Costs, Ownership, and Internal Governance Mechanisms: Evidence from Chinese Listed Companies," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 9(1), pages 133-154, January.
    20. Canarella, Giorgio & Miller, Stephen M., 2018. "The determinants of growth in the U.S. information and communication technology (ICT) industry: A firm-level analysis," Economic Modelling, Elsevier, vol. 70(C), pages 259-271.

    More about this item

    Keywords

    Central bank lending facility; Investment efficiency; Credit constraint; Agency conflict; Operating risk;
    All these keywords.

    JEL classification:

    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies

    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:126:y:2023:i:c:s026499932300233x. 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.