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Shadow Banking, Bank Liquidity and Monetary Policy Shocks in Emerging Countries: A Panel VAR Approach

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  • sheunesu zhou

Abstract

The study provides an analysis of the relationships between monetary policy, shadow banking and bank liquidity in emerging market economies. It is aimed at broadening knowledge on the effect of shadow banking on monetary policy transmission. Furthermore, the study seeks to analyze the impact of changes in bank liquidity on the growth of the shadow banking sector. We employ panel VAR technique to analyse the dynamics of monetary policy, shadow banking and bank liquidity using data for 15 emerging economy countries. A contractionary monetary policy shock results in a decrease in shadow banking and a decrease in bank liquidity. We also find that a positive shock in bank liquidity increases shadow bank growth and a positive shock in shadow banking also increases bank liquidity. The results point to complementarity between shadow banking and bank liquidity; and the interconnectedness between the two markets in emerging economies. We suggest continuous monitoring of shadow banking activities to minimize transmission of risk from the shadow banking system into the banking sector.

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  • sheunesu zhou, 2020. "Shadow Banking, Bank Liquidity and Monetary Policy Shocks in Emerging Countries: A Panel VAR Approach," Journal of Economics and Behavioral Studies, AMH International, vol. 11(6), pages 46-59.
  • Handle: RePEc:rnd:arjebs:v:11:y:2020:i:6:p:46-59
    DOI: 10.22610/jebs.v11i6(J).2970
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    as
    1. 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.
    2. Kaiji Chen & Jue Ren & Tao Zha, 2018. "The Nexus of Monetary Policy and Shadow Banking in China," American Economic Review, American Economic Association, vol. 108(12), pages 3891-3936, December.
    3. Michael Funke & Petar Mihaylovski & Haibin Zhu, "undated". "Monetary policy transmission in China: A DSGE model with parallel shadow banking and interest rate control," GRU Working Paper Series GRU_2016_007, City University of Hong Kong, Department of Economics and Finance, Global Research Unit.
    4. Mr. Jiaqian Chen & Mr. Francesco Columba, 2016. "Macroprudential and Monetary Policy Interactions in a DSGE Model for Sweden," IMF Working Papers 2016/074, International Monetary Fund.
    5. repec:zbw:bofitp:urn:nbn:fi:bof-201503181118 is not listed on IDEAS
    6. 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.
    7. Alan Moreira & Alexi Savov, 2017. "The Macroeconomics of Shadow Banking," Journal of Finance, American Finance Association, vol. 72(6), pages 2381-2432, December.
    8. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    9. 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.
    10. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    11. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    12. F. Verona & M. M. F. Martins & I. Drumond, 2013. "(Un)anticipated Monetary Policy in a DSGE Model with a Shadow Banking System," International Journal of Central Banking, International Journal of Central Banking, vol. 9(3), pages 78-124, September.
    13. Loutskina, Elena, 2011. "The role of securitization in bank liquidity and funding management," Journal of Financial Economics, Elsevier, vol. 100(3), pages 663-684, June.
    14. Mazelis, Falk, 2014. "Monetary policy effects on financial intermediation via the regulated and the shadow banking systems," SFB 649 Discussion Papers 2014-056, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    15. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    16. Laeven, Luc & Levine, Ross & Michalopoulos, Stelios, 2015. "Financial innovation and endogenous growth," Journal of Financial Intermediation, Elsevier, vol. 24(1), pages 1-24.
    17. Hove, Seedwell & Touna Mama, Albert & Tchana Tchana, Fulbert, 2015. "Monetary policy and commodity terms of trade shocks in emerging market economies," Economic Modelling, Elsevier, vol. 49(C), pages 53-71.
    18. Leonardo Gambacorta, 2009. "Monetary policy and the risk-taking channel," BIS Quarterly Review, Bank for International Settlements, December.
    19. Beck, Thorsten & Chen, Tao & Lin, Chen & Song, Frank M., 2016. "Financial innovation: The bright and the dark sides," Journal of Banking & Finance, Elsevier, vol. 72(C), pages 28-51.
    20. Leonardo Gambacorta & Boris Hofmann & Gert Peersman, 2014. "The Effectiveness of Unconventional Monetary Policy at the Zero Lower Bound: A Cross‐Country Analysis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(4), pages 615-642, June.
    21. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    22. Tobias Adrian & Hyun Song Shin, 2009. "Money, Liquidity, and Monetary Policy," American Economic Review, American Economic Association, vol. 99(2), pages 600-605, May.
    23. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    24. Michael R. M. Abrigo & Inessa Love, 2016. "Estimation of panel vector autoregression in Stata," Stata Journal, StataCorp LP, vol. 16(3), pages 778-804, September.
    25. Comunale, Mariarosaria, 2022. "A panel VAR analysis of macro-financial imbalances in the EU," Journal of International Money and Finance, Elsevier, vol. 121(C).
    26. Klaeffling, Matt, 2003. "Monetary policy shocks - a nonfundamental look at the data," Working Paper Series 228, European Central Bank.
    27. Vasilis Sarafidis & Tom Wansbeek, 2012. "Cross-Sectional Dependence in Panel Data Analysis," Econometric Reviews, Taylor & Francis Journals, vol. 31(5), pages 483-531, September.
    28. repec:zbw:bofitp:2015_009 is not listed on IDEAS
    29. Teodora Cristina Barbu & Iustina Alina Boitan & Sorin Iulian Cioaca, 2016. "Macroeconomic Determinants Of Shadow Banking – Evidence From Eu Countries," Review of Economic and Business Studies, Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, issue 18, pages 11-129, December.
    30. repec:zbw:bofrdp:2013_004 is not listed on IDEAS
    31. Altunbas, Yener & Gambacorta, Leonardo & Marques-Ibanez, David, 2009. "Securitisation and the bank lending channel," European Economic Review, Elsevier, vol. 53(8), pages 996-1009, November.
    32. Lutz Kilian, 2013. "Structural vector autoregressions," Chapters, in: Nigar Hashimzade & Michael A. Thornton (ed.), Handbook of Research Methods and Applications in Empirical Macroeconomics, chapter 22, pages 515-554, Edward Elgar Publishing.
    33. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    34. Silvo Dajcman & Josip Tica, 2017. "The broad credit and bank capital channels of monetary policy transmission in the core and peripheral Euro Area," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 35(2), pages 249-275.
    35. de Moraes, Claudio Oliveira & Montes, Gabriel Caldas & Antunes, José Américo Pereira, 2016. "How does capital regulation react to monetary policy? New evidence on the risk-taking channel," Economic Modelling, Elsevier, vol. 56(C), pages 177-186.
    36. Sheunesu Zhou & D. D. Tewari, 2019. "Shadow banking, risk-taking and monetary policy in emerging economies: A panel cointegration approach," Cogent Economics & Finance, Taylor & Francis Journals, vol. 7(1), pages 1636508-163, January.
    37. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    38. Martin Hellwig, 2015. "Financial Stability and Monetary Policy," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2015_10, Max Planck Institute for Research on Collective Goods.
    39. Benjamin Nelson & Gabor Pinter & Konstantinos Theodoridis, 2018. "Do contractionary monetary policy shocks expand shadow banking?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(2), pages 198-211, March.
    40. James H. Stock & Mark W. Watson, 2001. "Vector Autoregressions," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 101-115, Fall.
    41. Valentina Bruno & Hyun Song Shin, 2015. "Cross-Border Banking and Global Liquidity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(2), pages 535-564.
    42. Acharya, Viral V. & Khandwala, Hemal & Sabri Öncü, T., 2013. "The growth of a shadow banking system in emerging markets: Evidence from India," Journal of International Money and Finance, Elsevier, vol. 39(C), pages 207-230.
    43. Andrews, Donald W. K. & Lu, Biao, 2001. "Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models," Journal of Econometrics, Elsevier, vol. 101(1), pages 123-164, March.
    44. Gertler, Mark & Karadi, Peter, 2011. "A model of unconventional monetary policy," Journal of Monetary Economics, Elsevier, vol. 58(1), pages 17-34, January.
    45. Anthony M. Simpasa & Boaz Nandwa & Tiguéné Nabassaga, 2014. "Working Paper - 211 - Bank Lending Channel of Monetary Policy Transmission in Zambia: Evidence from Bank-Level Data," Working Paper Series 2147, African Development Bank.
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