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Systemic risk: The coordination of macroprudential and monetary policies in China

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  • Zhang, Ailian
  • Pan, Mengmeng
  • Liu, Bai
  • Weng, Yin-Che

Abstract

The literature documents the effects of monetary and macroprudential policies in controlling systemic risk, but empirical evidence of a systemwide framework that effectively coordinates the two policies is lacking. This study assesses the effectiveness, channels, and timeliness of monetary and macroprudential policies’ impacts on systemic risk in China from January 2009 to June 2018, and contributes to the discussion of how to coordinate these policies. Using an index synthesized from 28 indicators to proxy China’s systemic risk, we find the following: (1) A contractionary monetary (macroprudential) shock increases (reduces) systemic risk over the entire shock time period. (2) Macroprudential (monetary) policy is effective in the long (short) term. (3) The systemic risk intervention effect of monetary (macroprudential) policy is channeled through inflation control (asset price stability).

Suggested Citation

  • Zhang, Ailian & Pan, Mengmeng & Liu, Bai & Weng, Yin-Che, 2020. "Systemic risk: The coordination of macroprudential and monetary policies in China," Economic Modelling, Elsevier, vol. 93(C), pages 415-429.
    • Handle: RePEc:eee:ecmode:v:93:y:2020:i:c:p:415-429
    DOI: 10.1016/j.econmod.2020.08.017
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    as
    1. Akinci, Ozge & Olmstead-Rumsey, Jane, 2018. "How effective are macroprudential policies? An empirical investigation," Journal of Financial Intermediation, Elsevier, vol. 33(C), pages 33-57.
    2. Ben S. Bernanke & Mark Gertler, 2001. "Should Central Banks Respond to Movements in Asset Prices?," American Economic Review, American Economic Association, vol. 91(2), pages 253-257, May.
    3. Altunbas, Yener & Binici, Mahir & Gambacorta, Leonardo, 2018. "Macroprudential policy and bank risk," Journal of International Money and Finance, Elsevier, vol. 81(C), pages 203-220.
    4. Bailliu, Jeannine & Meh, Cesaire & Zhang, Yahong, 2015. "Macroprudential rules and monetary policy when financial frictions matter," Economic Modelling, Elsevier, vol. 50(C), pages 148-161.
    5. Jeremy C. Stein, 2012. "Monetary Policy as Financial Stability Regulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 57-95.
    6. Laséen, Stefan & Pescatori, Andrea & Turunen, Jarkko, 2017. "Systemic risk: A new trade-off for monetary policy?," Journal of Financial Stability, Elsevier, vol. 32(C), pages 70-85.
    7. Rafiq, M.S. & Mallick, S.K., 2008. "The effect of monetary policy on output in EMU3: A sign restriction approach," Journal of Macroeconomics, Elsevier, vol. 30(4), pages 1756-1791, December.
    8. Paligorova, Teodora & Santos, João A.C., 2017. "Monetary policy and bank risk-taking: Evidence from the corporate loan market," Journal of Financial Intermediation, Elsevier, vol. 30(C), pages 35-49.
    9. Xavier Freixas & Antoine Martin & David Skeie, 2011. "Bank Liquidity, Interbank Markets, and Monetary Policy," The Review of Financial Studies, Society for Financial Studies, vol. 24(8), pages 2656-2692.
    10. 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.
    11. Martin Summer, 2003. "Banking Regulation and Systemic Risk," Open Economies Review, Springer, vol. 14(1), pages 43-70, January.
    12. David Aikman & Jonathan Bridges & Anil Kashyap & Caspar Siegert, 2019. "Would Macroprudential Regulation Have Prevented the Last Crisis?," Journal of Economic Perspectives, American Economic Association, vol. 33(1), pages 107-130, Winter.
    13. Claessens, Stijn & Ghosh, Swati R. & Mihet, Roxana, 2013. "Macro-prudential policies to mitigate financial system vulnerabilities," Journal of International Money and Finance, Elsevier, vol. 39(C), pages 153-185.
    14. Gabriel Cuadra & Victoria Nuguer, 2018. "Risky Banks and Macro-Prudential Policy for Emerging Economies," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 30, pages 125-144, October.
    15. Gilchrist, Simon & Leahy, John V., 2002. "Monetary policy and asset prices," Journal of Monetary Economics, Elsevier, vol. 49(1), pages 75-97, January.
    16. Liu, Xiaochun, 2017. "Measuring systemic risk with regime switching in tails," Economic Modelling, Elsevier, vol. 67(C), pages 55-72.
    17. Ben S. Bernanke & Vincent R. Reinhart, 2004. "Conducting Monetary Policy at Very Low Short-Term Interest Rates," American Economic Review, American Economic Association, vol. 94(2), pages 85-90, May.
    18. Dominic Quint & Pau Rabanal, 2014. "Monetary and Macroprudential Policy in an Estimated DSGE Model of the Euro Area," International Journal of Central Banking, International Journal of Central Banking, vol. 10(2), pages 169-236, June.
    19. 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.
    20. Claessens, Stijn & Kose, M. Ayhan & Terrones, Marco E., 2012. "How do business and financial cycles interact?," Journal of International Economics, Elsevier, vol. 87(1), pages 178-190.
    21. Paul Kupiec & Levent Güntay, 2016. "Testing for Systemic Risk Using Stock Returns," Journal of Financial Services Research, Springer;Western Finance Association, vol. 49(2), pages 203-227, June.
    22. Billio, Monica & Getmansky, Mila & Lo, Andrew W. & Pelizzon, Loriana, 2012. "Econometric measures of connectedness and systemic risk in the finance and insurance sectors," Journal of Financial Economics, Elsevier, vol. 104(3), pages 535-559.
    23. Marek Jarociński & Bartosz Maćkowiak, 2017. "Granger Causal Priority and Choice of Variables in Vector Autoregressions," The Review of Economics and Statistics, MIT Press, vol. 99(2), pages 319-329, May.
    24. Frank Smets, 2014. "Financial Stability and Monetary Policy: How Closely Interlinked?," International Journal of Central Banking, International Journal of Central Banking, vol. 10(2), pages 263-300, June.
    25. Huang, Xin & Zhou, Hao & Zhu, Haibin, 2009. "A framework for assessing the systemic risk of major financial institutions," Journal of Banking & Finance, Elsevier, vol. 33(11), pages 2036-2049, November.
    26. Klingelhöfer, Jan & Sun, Rongrong, 2019. "Macroprudential policy, central banks and financial stability: Evidence from China," Journal of International Money and Finance, Elsevier, vol. 93(C), pages 19-41.
    27. Granville, Brigitte & Mallick, Sushanta, 2009. "Monetary and financial stability in the euro area: Pro-cyclicality versus trade-off," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(4), pages 662-674, October.
    28. Turdaliev, Nurlan & Zhang, Yahong, 2019. "Household debt, macroprudential rules, and monetary policy," Economic Modelling, Elsevier, vol. 77(C), pages 234-252.
    29. Besanko, David & Kanatas, George, 1996. "The Regulation of Bank Capital: Do Capital Standards Promote Bank Safety?," Journal of Financial Intermediation, Elsevier, vol. 5(2), pages 160-183, April.
    30. Bluhm, Marcel & Krahnen, Jan Pieter, 2014. "Systemic risk in an interconnected banking system with endogenous asset markets," Journal of Financial Stability, Elsevier, vol. 13(C), pages 75-94.
    31. Illing, Mark & Liu, Ying, 2006. "Measuring financial stress in a developed country: An application to Canada," Journal of Financial Stability, Elsevier, vol. 2(3), pages 243-265, October.
    32. Tai‐Wei Hu & Guillaume Rocheteau, 2015. "Monetary Policy and Asset Prices: A Mechanism Design Approach," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(S2), pages 39-76, June.
    33. Michael D. Bordo & Olivier Jeanne, 2002. "Monetary Policy and Asset Prices: Does ‘Benign Neglect’ Make Sense?," International Finance, Wiley Blackwell, vol. 5(2), pages 139-164.
    34. Grace Xing Hu & Jun Pan & Jiang Wang, 2013. "Noise as Information for Illiquidity," Journal of Finance, American Finance Association, vol. 68(6), pages 2341-2382, December.
    35. Denis Beau & Christophe Cahn & Laurent Clerc & Benoît Mojon, 2014. "Macro-Prudential Policy and the Conduct of Monetary Policy," Central Banking, Analysis, and Economic Policies Book Series, in: Sofía Bauducco & Lawrence Christiano & Claudio Raddatz (ed.),Macroeconomic and Financial Stability: challenges for Monetary Policy, edition 1, volume 19, chapter 9, pages 273-314, Central Bank of Chile.
    36. Akram, Q. Farooq, 2014. "Macro effects of capital requirements and macroprudential policy," Economic Modelling, Elsevier, vol. 42(C), pages 77-93.
    37. Cerutti, Eugenio & Claessens, Stijn & Laeven, Luc, 2017. "The use and effectiveness of macroprudential policies: New evidence," Journal of Financial Stability, Elsevier, vol. 28(C), pages 203-224.
    38. Azamat Abdymomunov, 2013. "Regime-switching measure of systemic financial stress," Annals of Finance, Springer, vol. 9(3), pages 455-470, August.
    39. Andrew G. Haldane & Robert M. May, 2011. "Systemic risk in banking ecosystems," Nature, Nature, vol. 469(7330), pages 351-355, January.
    40. Niţoi, Mihai & Clichici, Dorina & Moagăr-Poladian, Simona, 2019. "The effects of prudential policies on bank leverage and insolvency risk in Central and Eastern Europe," Economic Modelling, Elsevier, vol. 81(C), pages 148-160.
    41. Jiang, Chunxia & Liu, Hong & Molyneux, Philip, 2019. "Do different forms of government ownership matter for bank capital behavior? Evidence from China," Journal of Financial Stability, Elsevier, vol. 40(C), pages 38-49.
    42. Lehar, Alfred, 2005. "Measuring systemic risk: A risk management approach," Journal of Banking & Finance, Elsevier, vol. 29(10), pages 2577-2603, October.
    43. Ying Jiang & Chong Li & Jizhou Zhang & Xiaoyi Zhou, 2019. "Financial Stability and Sustainability under the Coordination of Monetary Policy and Macroprudential Policy: New Evidence from China," Sustainability, MDPI, vol. 11(6), pages 1-21, March.
    44. Pascal Paul, 2020. "The Time-Varying Effect of Monetary Policy on Asset Prices," The Review of Economics and Statistics, MIT Press, vol. 102(4), pages 690-704, October.
    45. Gabriele Galati & Richhild Moessner, 2013. "Macroprudential Policy – A Literature Review," Journal of Economic Surveys, Wiley Blackwell, vol. 27(5), pages 846-878, December.
    46. Viral Acharya & Robert Engle & Matthew Richardson, 2012. "Capital Shortfall: A New Approach to Ranking and Regulating Systemic Risks," American Economic Review, American Economic Association, vol. 102(3), pages 59-64, May.
    47. Claudio Borio, 2014. "The financial cycle and macroeconomics: what have we learned and what are the policy implications?," Chapters, in: Ewald Nowotny & Doris Ritzberger-Grünwald & Peter Backé (ed.), Financial Cycles and the Real Economy, chapter 2, pages 10-35, Edward Elgar Publishing.
    48. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    49. Nakajima, Jouchi & Kasuya, Munehisa & Watanabe, Toshiaki, 2011. "Bayesian analysis of time-varying parameter vector autoregressive model for the Japanese economy and monetary policy," Journal of the Japanese and International Economies, Elsevier, vol. 25(3), pages 225-245, September.
    50. Shen, Chung-Hua & Lin, Kun-Li & Guo, Na, 2016. "Hawk or dove: Switching regression model for the monetary policy reaction function in China," Pacific-Basin Finance Journal, Elsevier, vol. 36(C), pages 94-111.
    51. Athanasios P. Fassas & Stephanos Papadamou, 2018. "Unconventional monetary policy announcements and risk aversion: evidence from the U.S. and European equity markets," The European Journal of Finance, Taylor & Francis Journals, vol. 24(18), pages 1885-1901, December.
    52. repec:bla:jfinan:v:59:y:2004:i:6:p:2809-2834 is not listed on IDEAS
    53. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    54. Chang, Kuang-Liang, 2011. "The nonlinear effects of expected and unexpected components of monetary policy on the dynamics of REIT returns," Economic Modelling, Elsevier, vol. 28(3), pages 911-920, May.
    55. Borio, Claudio, 2014. "The financial cycle and macroeconomics: What have we learnt?," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 182-198.
    56. Giorgio E. Primiceri, 2005. "Time Varying Structural Vector Autoregressions and Monetary Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 821-852.
    57. Stephanos Papadamou & Costas Siriopoulos, 2012. "Banks’ lending behavior and monetary policy: evidence from Sweden," Review of Quantitative Finance and Accounting, Springer, vol. 38(2), pages 131-148, February.
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    2. Olszak, Małgorzata & Kowalska, Iwona, 2022. "Does bank competition matter for the effects of macroprudential policy on the procyclicality of lending?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 76(C).
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    4. Lin, Xin & Zhang, Jinhong & Yu, Lina & Zhong, Qiming, 2024. "Does macroprudential policy matter for corporate green innovation? The role of financing constraints and public environmental concerns," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 877-892.
    5. Nguyen, Hoai Thi Thanh & Tram, Huong Thi Xuan & Nguyen, Linh Thi Thuy, 2023. "Interest rates and systemic risk:Evidence from the Vietnamese economy," The Journal of Economic Asymmetries, Elsevier, vol. 27(C).
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    7. Dzhagityan, E. & Alekseeva, M., 2024. "The effect of macroprudential policy on risks of U.S. bank holding companies," Journal of the New Economic Association, New Economic Association, vol. 63(2), pages 168-191.

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    More about this item

    Keywords

    Systemic risk; Monetary policy; Macroprudential policy; TVP-VAR-SV model;
    All these keywords.

    JEL classification:

    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

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