IDEAS home Printed from https://ideas.repec.org/a/eee/jbfina/v89y2018icp237-248.html
   My bibliography  Save this article

Monetary stimulation, bank relationship and innovation: Evidence from China

Author

Listed:
  • Zheng, Gaoping
  • Wang, Shuxun
  • Xu, Yongxin

Abstract

Using China's four trillion yuan stimulus package of 2008 (4 Trillion Plan) as an exogenous shock, we find that monetary stimulation could benefit the real economy to some extent. Specifically, compared with propensity-score-matched control firms, firms more likely affected by the stimulus plan (e.g., bank-connected firms) are granted with 18% to 24% more patents afterwards. Further evidence shows that the effect of monetary stimulation is more pronounced in firms with financial constraints, in firms located in regions with lower house price growth, and in firms with better corporate governance. Finally, monetary stimulation also increases R&D expenditure, leaving innovation efficiency unaffected.

Suggested Citation

  • Zheng, Gaoping & Wang, Shuxun & Xu, Yongxin, 2018. "Monetary stimulation, bank relationship and innovation: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 89(C), pages 237-248.
    • Handle: RePEc:eee:jbfina:v:89:y:2018:i:c:p:237-248
    DOI: 10.1016/j.jbankfin.2018.02.010
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378426618300426
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jbankfin.2018.02.010?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. Patrick Bolton & Xavier Freixas, 2006. "Corporate Finance and the Monetary Transmission Mechanism," Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 829-870.
    2. Martin Eichenbaum & Charles L. Evans, 1995. "Some Empirical Evidence on the Effects of Shocks to Monetary Policy on Exchange Rates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 975-1009.
    3. Holmstrom, Bengt, 1989. "Agency costs and innovation," Journal of Economic Behavior & Organization, Elsevier, vol. 12(3), pages 305-327, December.
    4. Chutatong Charumilind & Raja Kali & Yupana Wiwattanakantang, 2006. "Connected Lending: Thailand before the Financial Crisis," The Journal of Business, University of Chicago Press, vol. 79(1), pages 181-218, January.
    5. Christiano, Lawrence J & Eichenbaum, Martin & Evans, Charles, 1996. "The Effects of Monetary Policy Shocks: Evidence from the Flow of Funds," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 16-34, February.
    6. Hanming Fang & Quanlin Gu & Wei Xiong & Li-An Zhou, 2016. "Demystifying the Chinese Housing Boom," NBER Macroeconomics Annual, University of Chicago Press, vol. 30(1), pages 105-166.
    7. Richard Clarida & Jordi Galí & Mark Gertler, 2000. "Monetary Policy Rules and Macroeconomic Stability: Evidence and Some Theory," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(1), pages 147-180.
    8. Levine, Ross & Zervos, Sara, 1998. "Stock Markets, Banks, and Economic Growth," American Economic Review, American Economic Association, vol. 88(3), pages 537-558, June.
    9. Jayaratne, Jith & Strahan, Philip E, 1998. "Entry Restrictions, Industry Evolution, and Dynamic Efficiency: Evidence from Commercial Banking," Journal of Law and Economics, University of Chicago Press, vol. 41(1), pages 239-273, April.
    10. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    11. Christiano, Lawrence J. & Eichenbaum, Martin & Evans, Charles L., 1999. "Monetary policy shocks: What have we learned and to what end?," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 2, pages 65-148, Elsevier.
    12. Ben S. Bernanke & Mark Gertler, 1995. "Inside the Black Box: The Credit Channel of Monetary Policy Transmission," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 27-48, Fall.
    13. Christina D. Romer & David H. Romer, 1989. "Does Monetary Policy Matter? A New Test in the Spirit of Friedman and Schwartz," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 121-184, National Bureau of Economic Research, Inc.
    14. Frederic S. Mishkin, 2011. "Monetary Policy Strategy: Lessons from the Crisis," NBER Working Papers 16755, National Bureau of Economic Research, Inc.
    15. 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.
    16. Yongheng Deng & Randall Morck & Jing Wu & Bernard Yeung, 2015. "China’s Pseudo-monetary Policy," Review of Finance, European Finance Association, vol. 19(1), pages 55-93.
    17. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2009. "Does Local Financial Development Matter?," Springer Books, in: Damiano Bruno Silipo (ed.), The Banks and the Italian Economy, chapter 0, pages 31-66, Springer.
    18. Holmström, Bengt, 1989. "Agency Costs and Innovation," Working Paper Series 214, Research Institute of Industrial Economics.
    19. Vasso Ioannidou & Steven Ongena & José-Luis Peydró, 2015. "Monetary Policy, Risk-Taking, and Pricing: Evidence from a Quasi-Natural Experiment," Review of Finance, European Finance Association, vol. 19(1), pages 95-144.
    20. Bernanke, Ben S & Blinder, Alan S, 1992. "The Federal Funds Rate and the Channels of Monetary Transmission," American Economic Review, American Economic Association, vol. 82(4), pages 901-921, September.
    21. Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2014. "Financial development and innovation: Cross-country evidence," Journal of Financial Economics, Elsevier, vol. 112(1), pages 116-135.
    22. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    23. Douglas W. Diamond & Raghuram G. Rajan, 2012. "Illiquid Banks, Financial Stability, and Interest Rate Policy," Journal of Political Economy, University of Chicago Press, vol. 120(3), pages 552-591.
    24. Gabriel Jiménez & Steven Ongena & José‐Luis Peydró & Jesús Saurina, 2014. "Hazardous Times for Monetary Policy: What Do Twenty‐Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk‐Taking?," Econometrica, Econometric Society, vol. 82(2), pages 463-505, March.
    25. Stijn Claessens & Simeon Djankov & Joseph P. H. Fan & Larry H. P. Lang, 2002. "Disentangling the Incentive and Entrenchment Effects of Large Shareholdings," Journal of Finance, American Finance Association, vol. 57(6), pages 2741-2771, December.
    26. King, Robert G. & Levine, Ross, 1993. "Finance, entrepreneurship and growth: Theory and evidence," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 513-542, December.
    27. Borio, Claudio & Zhu, Haibin, 2012. "Capital regulation, risk-taking and monetary policy: A missing link in the transmission mechanism?," Journal of Financial Stability, Elsevier, vol. 8(4), pages 236-251.
    28. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    29. Chava, Sudheer & Oettl, Alexander & Subramanian, Ajay & Subramanian, Krishnamurthy V., 2013. "Banking deregulation and innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 759-774.
    30. Amore, Mario Daniele & Schneider, Cédric & Žaldokas, Alminas, 2013. "Credit supply and corporate innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 835-855.
    31. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    32. Marianne Bertrand & Sendhil Mullainathan, 2003. "Enjoying the Quiet Life? Corporate Governance and Managerial Preferences," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1043-1075, October.
    33. Adrian, Tobias & Song Shin, Hyun, 2010. "Financial Intermediaries and Monetary Economics," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 12, pages 601-650, Elsevier.
    34. Firth, Michael & Lin, Chen & Liu, Ping & Wong, Sonia M.L., 2009. "Inside the black box: Bank credit allocation in China's private sector," Journal of Banking & Finance, Elsevier, vol. 33(6), pages 1144-1155, June.
    35. Cornaggia, Jess & Mao, Yifei & Tian, Xuan & Wolfe, Brian, 2015. "Does banking competition affect innovation?," Journal of Financial Economics, Elsevier, vol. 115(1), pages 189-209.
    36. Eliezer M. Fich & Anil Shivdasani, 2006. "Are Busy Boards Effective Monitors?," Journal of Finance, American Finance Association, vol. 61(2), pages 689-724, April.
    37. Hirshleifer, David & Hsu, Po-Hsuan & Li, Dongmei, 2013. "Innovative efficiency and stock returns," Journal of Financial Economics, Elsevier, vol. 107(3), pages 632-654.
    38. English, William B., 1999. "Inflation and financial sector size," Journal of Monetary Economics, Elsevier, vol. 44(3), pages 379-400, December.
    39. Meghana Ayyagari & Asli Demirgüç-Kunt & Vojislav Maksimovic, 2010. "Formal versus Informal Finance: Evidence from China," The Review of Financial Studies, Society for Financial Studies, vol. 23(8), pages 3048-3097, August.
    40. Jeremy C. Stein & Anil K. Kashyap, 2000. "What Do a Million Observations on Banks Say about the Transmission of Monetary Policy?," American Economic Review, American Economic Association, vol. 90(3), pages 407-428, June.
    41. Asli Demirgüç-Kunt & Vojislav Maksimovic, 1998. "Law, Finance, and Firm Growth," Journal of Finance, American Finance Association, vol. 53(6), pages 2107-2137, December.
    42. Vivian W. Fang & Xuan Tian & Sheri Tice, 2014. "Does Stock Liquidity Enhance or Impede Firm Innovation?," Journal of Finance, American Finance Association, vol. 69(5), pages 2085-2125, October.
    43. Lucas, Robert Jr., 1972. "Expectations and the neutrality of money," Journal of Economic Theory, Elsevier, vol. 4(2), pages 103-124, April.
    44. Allen, Franklin & Gale, Douglas, 2000. "Bubbles and Crises," Economic Journal, Royal Economic Society, vol. 110(460), pages 236-255, January.
    45. 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. Allen, Franklin & Qian, Jun & Qian, Meijun, 2018. "A Review of China’s Institutions," CEPR Discussion Papers 13269, C.E.P.R. Discussion Papers.
    2. Ko, Kuan-Cheng & Nie, Jun & Ran, Rong & Gu, Yuan, 2020. "Corporate social responsibility, social identity, and innovation performance in China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
    3. Maoliang Li & Ji Wu & Liansheng Zhang & Liping Zou, 2020. "Board reforms and the cost of equity: International evidence," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(5), pages 4497-4531, December.
    4. GuoHua Cao & WenJun Geng & Jing Zhang & Qi Li, 2023. "Social network, financial constraint, and corporate innovation," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 13(3), pages 667-692, September.
    5. He, Qing & Liu, Junyi & Zhang, Ce, 2021. "Exchange rate exposure and its determinants in China," China Economic Review, Elsevier, vol. 65(C).
    6. Shi, Huihong & Mu, Congming & Yang, Jinqiang & Huang, Wenli, 2021. "A Sino-US comparative analysis of the hi-tech entrepreneurial model," Economic Modelling, Elsevier, vol. 94(C), pages 953-966.
    7. Ding, Xiaoya (Sara) & Guo, Mengmeng & Kuai, Yicheng & Niu, Geng, 2023. "Social trust and firm innovation: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 474-493.
    8. Ziyang Li & Qianwei Ying & Wu Yan & Chenjun Fan, 2022. "Does just‐in‐time adoption have an impact on corporate innovation: evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(S1), pages 1599-1635, April.
    9. Zhang, Xuezhi & Wu, Wenxin & Zhou, Zixun & Yuan, Lin, 2020. "Geographic proximity, information flows and corporate innovation: Evidence from the high-speed rail construction in China," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).
    10. Contreras, Salvador & Ghosh, Amit & Kong, Joon Ho, 2021. "Financial crisis, Bank failures and corporate innovation," Journal of Banking & Finance, Elsevier, vol. 129(C).
    11. Yuanyuan Hu & Shouming Chen & Jian Wang, 2018. "Managerial Humanistic Attention and CSR: Do Firm Characteristics Matter?," Sustainability, MDPI, vol. 10(11), pages 1-18, November.
    12. Xie, Jun & Zhang, Yifan, 2020. "Anti-corruption, government intervention, and corporate cash holdings: Evidence from China," Economic Systems, Elsevier, vol. 44(1).
    13. Tang, Haodan & Fang, Senhui & Jiang, Dianchun, 2022. "The market value effect of digital mergers and acquisitions: Evidence from China," Economic Modelling, Elsevier, vol. 116(C).
    14. Zhang, Ailian & Wang, Shuyao & Liu, Bai & Fu, Jingyuan, 2020. "How government regulation of interbank financing impacts risk for Chinese commercial banks," Journal of Asian Economics, Elsevier, vol. 66(C).
    15. Hedy Jiaying Huang & Ahsan Habib & Sophia Li Sun & Ying Liu & Huiting Guo, 2021. "Financial reporting and corporate innovation: a review of the international literature," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(4), pages 5439-5499, December.
    16. Tan, Youchao & Liu, Xiumei & Sun, Hanwen & Zeng, Cheng(Colin), 2022. "Population ageing, labour market rigidity and corporate innovation: Evidence from China," Research Policy, Elsevier, vol. 51(2).
    17. Minghui Yang & Paulo Bento & Ahsan Akbar, 2019. "Does CSR Influence Firm Performance Indicators? Evidence from Chinese Pharmaceutical Enterprises," Sustainability, MDPI, vol. 11(20), pages 1-18, October.
    18. Zhi Tang & Yang Yu, 2023. "American Economic Stakeholder Sentiments towards Chinese Firms’ Innovation Capability: The Role of State Political Environment and Firm Ownership," Sustainability, MDPI, vol. 15(18), pages 1-22, September.
    19. Liu, Duan & Li, Zhiyuan & He, Hongbo & Hou, Wenxuan, 2021. "The determinants of R&D smoothing with asset sales: Evidence from R&D-intensive firms in China," International Review of Economics & Finance, Elsevier, vol. 75(C), pages 76-93.
    20. Guo, Chenhao & Ke, Yun & Zhang, Jinkang, 2023. "Digital transformation along the supply chain," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
    21. Zou, Yang & Wang, Xiaoming, 2022. "Distance, information and bank lending in China," Pacific-Basin Finance Journal, Elsevier, vol. 74(C).
    22. Chen, Wen, 2023. "Bank connections, corporate social responsibility and low-carbon innovation," Energy Policy, Elsevier, vol. 183(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. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    2. Gabriel Jiménez & Steven Ongena & José‐Luis Peydró & Jesús Saurina, 2014. "Hazardous Times for Monetary Policy: What Do Twenty‐Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk‐Taking?," Econometrica, Econometric Society, vol. 82(2), pages 463-505, March.
    3. Amore, Mario Daniele & Schneider, Cédric & Žaldokas, Alminas, 2013. "Credit supply and corporate innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 835-855.
    4. van Holle, Frederiek, 2017. "Essays in empirical finance and monetary policy," Other publications TiSEM 30d11a4b-7bc9-4c81-ad24-5, Tilburg University, School of Economics and Management.
    5. Jiang, Tianjiao & Levine, Ross & Lin, Chen & Wei, Lai, 2020. "Bank deregulation and corporate risk," Journal of Corporate Finance, Elsevier, vol. 60(C).
    6. Morais, Bernardo & Peydró, José-Luis & Roldán Peña, Jessica & Ruiz Ortega, Claudia, 2019. "The International Bank Lending Channel of Monetary Policy Rates and QE: Credit Supply, Reach-for-Yield, and Real Effects," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 74(1), pages 55-90.
    7. Giau Bui, Dien & Chen, Yehning & Lin, Chih-Yung & Lin, Tse-Chun, 2021. "Risk-taking of bank CEOs and corporate innovation," Journal of International Money and Finance, Elsevier, vol. 115(C).
    8. Ross Levine & Chen Lin & Lai Wei, 2017. "Insider Trading and Innovation," Journal of Law and Economics, University of Chicago Press, vol. 60(4), pages 749-800.
    9. Lai, Shaojie & Yang, Laifeng & Wang, Qing & Anderson, Hamish D., 2023. "Judicial independence and corporate innovation: Evidence from the establishment of circuit courts," Journal of Corporate Finance, Elsevier, vol. 80(C).
    10. Al Mamun, Md & Sohag, Kazi & Shahbaz, Muhammad & Hammoudeh, Shawkat, 2018. "Financial markets, innovations and cleaner energy production in OECD countries," Energy Economics, Elsevier, vol. 72(C), pages 236-254.
    11. Moshirian, Fariborz & Tian, Xuan & Zhang, Bohui & Zhang, Wenrui, 2021. "Stock market liberalization and innovation," Journal of Financial Economics, Elsevier, vol. 139(3), pages 985-1014.
    12. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2017. "Stock markets, credit markets, and technology-led growth," Journal of Financial Intermediation, Elsevier, vol. 32(C), pages 45-59.
    13. Popov, Alexander, 2017. "Evidence on finance and economic growth," Working Paper Series 2115, European Central Bank.
    14. Peydró, José-Luis & Polo, Andrea & Sette, Enrico, 2021. "Monetary policy at work: Security and credit application registers evidence," Journal of Financial Economics, Elsevier, vol. 140(3), pages 789-814.
    15. Segev, Nimrod, 2020. "Identifying the risk-Taking channel of monetary transmission and the connection to economic activity," Journal of Banking & Finance, Elsevier, vol. 116(C).
    16. Doytch, Nadia & Elheddad, Mohamed & Hammoudeh, Shawkat, 2023. "The financial Kuznets curve of energy consumption: Global evidence," Energy Policy, Elsevier, vol. 177(C).
    17. G. Peersman & W. Wagner, 2014. "Shocks to Bank Lending, Risk-Taking, Securitization, and their Role for U.S. Business Cycle Fluctuations," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 14/874, Ghent University, Faculty of Economics and Business Administration.
    18. Berger, Allen N. & Molyneux, Phil & Wilson, John O.S., 2020. "Banks and the real economy: An assessment of the research," Journal of Corporate Finance, Elsevier, vol. 62(C).
    19. Danlin Shen & Carl R. Chen & Xinyan Yan & Zhihong Yi, 2022. "Do credit market accessibility and legal protection shape corporate innovation?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 45(3), pages 719-754, September.
    20. Altavilla, Carlo & Laeven, Luc & Peydró, José-Luis, 2020. "Monetary and Macroprudential Policy Complementarities: evidence from European credit registers," CEPR Discussion Papers 15539, C.E.P.R. Discussion Papers.

    More about this item

    Keywords

    Monetary stimulation; Innovation; 4 Trillion Plan; Bank relationship;
    All these keywords.

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

    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:jbfina:v:89:y:2018:i:c:p:237-248. 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/jbf .

    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.