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Targeted monetary policy and agriculture business loans

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  • Lin, Chaoying
  • He, Lerong

Abstract

This study examines the effect of a Targeted Easing (TE) policy, an unconventional monetary policy tool initiated by the Chinese central bank to reduce reserve requirement ratios of agricultural financial institutions. Utilizing a longitudinal sample of Chinese agriculture companies and a matching sample of industrial firms between 2012 and 2017, we find that the TE policy successfully achieves its intended policy goal to boost lending to the agriculture sector. Results from our difference-in-differences estimations indicate that loan levels of agriculture firms increases significantly more than that of matching nonagricultural firms under TE relative to the non-TE period. We also document heterogeneous TE effects and find that agricultural firms with smaller agency costs, larger financing constraints, and larger loan intensity levels benefit significantly more from a TE policy than their counterparts. In addition, the TE policy effect is more salient during a contractionary period than in an expansionary period.

Suggested Citation

  • Lin, Chaoying & He, Lerong, 2020. "Targeted monetary policy and agriculture business loans," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    • Handle: RePEc:eee:ecofin:v:54:y:2020:i:c:s1062940820301819
    DOI: 10.1016/j.najef.2020.101290
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    as
    1. Canales, Rodrigo & Nanda, Ramana, 2012. "A darker side to decentralized banks: Market power and credit rationing in SME lending," Journal of Financial Economics, Elsevier, vol. 105(2), pages 353-366.
    2. Sun, Rongrong, 2013. "Does monetary policy matter in China? A narrative approach," China Economic Review, Elsevier, vol. 26(C), pages 56-74.
    3. Wei, Xiaoyun & Li, Jie & Han, Liyan, 2020. "Optimal targeted reduction in reserve requirement ratio in China," Economic Modelling, Elsevier, vol. 85(C), pages 1-15.
    4. Gershon Feder & Lawrence J. Lau & Justin Y. Lin & Xiaopeng Luo, 1990. "The Relationship between Credit and Productivity in Chinese Agriculture: A Microeconomic Model of Disequilibrium," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(5), pages 1151-1157.
    5. Fernald, John G. & Spiegel, Mark M. & Swanson, Eric T., 2014. "Monetary policy effectiveness in China: Evidence from a FAVAR model," Journal of International Money and Finance, Elsevier, vol. 49(PA), pages 83-103.
    6. Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
    7. 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.
    8. 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.
    9. Abhijit V. Banerjee & Esther Duflo, 2014. "Do Firms Want to Borrow More? Testing Credit Constraints Using a Directed Lending Program," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 572-607.
    10. Hodrick, Robert J & Prescott, Edward C, 1997. "Postwar U.S. Business Cycles: An Empirical Investigation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 1-16, February.
    11. Dedola, Luca & Lippi, Francesco, 2005. "The monetary transmission mechanism: Evidence from the industries of five OECD countries," European Economic Review, Elsevier, vol. 49(6), pages 1543-1569, August.
    12. Fang, Liting & He, Lerong & Huang, Zhigang, 2019. "Asymmetric effects of monetary policy on firm scale in China: A quantile regression approach," Emerging Markets Review, Elsevier, vol. 38(C), pages 35-50.
    13. Zvi Lerman & Claudia Parliament, 1993. "Financing Growth in Agricultural Cooperatives," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 15(3), pages 431-441.
    14. Nguyen, Vu Hong Thai & Boateng, Agyenim, 2015. "An analysis of involuntary excess reserves, monetary policy and risk-taking behaviour of Chinese Banks," International Review of Financial Analysis, Elsevier, vol. 37(C), pages 63-72.
    15. Chaoying Lin & Lerong He & Guangqing Yang, 0. "Targeted monetary policy and financing constraints of Chinese small businesses," Small Business Economics, Springer, vol. 0, pages 1-18.
    16. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2012. "Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 102(5), pages 2301-2326.
    17. Fungáčová, Zuzana & Nuutilainen, Riikka & Weill, Laurent, 2016. "Reserve requirements and the bank lending channel in China," Journal of Macroeconomics, Elsevier, vol. 50(C), pages 37-50.
    18. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    19. Gert Peersman & Frank Smets, 2005. "The Industry Effects of Monetary Policy in the Euro Area," Economic Journal, Royal Economic Society, vol. 115(503), pages 319-342, April.
    20. James Peery Cover, 1992. "Asymmetric Effects of Positive and Negative Money-Supply Shocks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(4), pages 1261-1282.
    21. Rajiv D. Banker & Rong Huang & Ramachandran Natarajan, 2011. "Equity Incentives and Long†Term Value Created by SG&A Expenditure," Contemporary Accounting Research, John Wiley & Sons, vol. 28(3), pages 794-830, September.
    22. Chen, Hongyi & Chow, Kenneth & Tillmann, Peter, 2017. "The effectiveness of monetary policy in China: Evidence from a Qual VAR," China Economic Review, Elsevier, vol. 43(C), pages 216-231.
    23. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    24. He, Dong & Wang, Honglin, 2012. "Dual-track interest rates and the conduct of monetary policy in China," China Economic Review, Elsevier, vol. 23(4), pages 928-947.
    25. DellʼAriccia, Giovanni & Laeven, Luc & Marquez, Robert, 2014. "Real interest rates, leverage, and bank risk-taking," Journal of Economic Theory, Elsevier, vol. 149(C), pages 65-99.
    26. 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.
    27. Chang, Chun & Liu, Zheng & Spiegel, Mark M. & Zhang, Jingyi, 2019. "Reserve requirements and optimal Chinese stabilization policy," Journal of Monetary Economics, Elsevier, vol. 103(C), pages 33-51.
    28. Angela Maddaloni & Jose-Luis Peydro, 2011. "Bank Risk-taking, Securitization, Supervision, and Low Interest Rates: Evidence from the Euro-area and the U.S. Lending Standards," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 2121-2165.
    29. Li, Hongbin & Meng, Lingsheng & Wang, Qian & Zhou, Li-An, 2008. "Political connections, financing and firm performance: Evidence from Chinese private firms," Journal of Development Economics, Elsevier, vol. 87(2), pages 283-299, October.
    30. Wei, Xiaoyun & Han, Liyan, 2020. "Targeted reduction in reserve requirement ratio and optimal monetary policy in China," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 209-230.
    31. Simona Mateut, 2018. "Subsidies, financial constraints and firm innovative activities in emerging economies," Small Business Economics, Springer, vol. 50(1), pages 131-162, January.
    32. Nguyen, Vu Hong Thai & Boateng, Agyenim, 2013. "The impact of excess reserves beyond precautionary levels on Bank Lending Channels in China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 358-377.
    33. Gunji, Hiroshi & Yuan, Yuan, 2010. "Bank profitability and the bank lending channel: Evidence from China," Journal of Asian Economics, Elsevier, vol. 21(2), pages 129-141, April.
    34. Frederic S. Mishkin, 1995. "Symposium on the Monetary Transmission Mechanism," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 3-10, Fall.
    35. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    36. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    37. Donald P. Morgan, 1993. "Asymmetric effects of monetary policy," Economic Review, Federal Reserve Bank of Kansas City, vol. 78(Q II), pages 21-33.
    38. Wenzhe Li, 2018. "Does Targeted Monetary Policy Matter? A Perspective from China," Economic Affairs, Wiley Blackwell, vol. 38(1), pages 106-124, February.
    39. Singh, Manohar & Davidson III, Wallace N., 2003. "Agency costs, ownership structure and corporate governance mechanisms," Journal of Banking & Finance, Elsevier, vol. 27(5), pages 793-816, May.
    40. Conor M. O'Toole & Carol Newman & Thia Hennessy, 2014. "Financing Constraints and Agricultural Investment: Effects of the Irish Financial Crisis," Journal of Agricultural Economics, Wiley Blackwell, vol. 65(1), pages 152-176, January.
    41. Hou, Xiaohui & Wang, Qing, 2013. "Implications of banking marketization for the lending channel of monetary policy transmission: Evidence from China," Journal of Macroeconomics, Elsevier, vol. 38(PB), pages 442-451.
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    More about this item

    Keywords

    Targeted easing; Monetary policy; Bank loans; Agriculture financing; China;
    All these keywords.

    JEL classification:

    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation
    • Q14 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Finance

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