IDEAS home Printed from https://ideas.repec.org/a/eee/joecas/v20y2019ics1703494919300015.html
   My bibliography  Save this article

Revisiting the asymmetric effects of bank credit on the business cycle: A panel quantile regression approach

Author

Listed:
  • Xue, Wenjun
  • Zhang, Liwen

Abstract

Regarding the co-movement between financial factors and the business cycle, we use the data of 18 countries from 1999 to 2016 and examine the asymmetric effects of bank credit on the business cycle by using the panel quantile regression. The empirical results suggest that bank credit is pro-cyclical and amplifies the business cycle and this effect is larger in the economic booms. In addition, the asymmetric effects of bank credit on the business cycle are robust in the different prediction horizons and for alternative financial factors, including M2 supply and stock price. This paper contributes to explore the distinct roles of bank credit on the economy in the different business cycle phases.

Suggested Citation

  • Xue, Wenjun & Zhang, Liwen, 2019. "Revisiting the asymmetric effects of bank credit on the business cycle: A panel quantile regression approach," The Journal of Economic Asymmetries, Elsevier, vol. 20(C).
  • Handle: RePEc:eee:joecas:v:20:y:2019:i:c:s1703494919300015
    DOI: 10.1016/j.jeca.2019.e00122
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1703494919300015
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jeca.2019.e00122?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. Alberto Alesina & Filipe R. Campante & Guido Tabellini, 2008. "Why is Fiscal Policy Often Procyclical?," Journal of the European Economic Association, MIT Press, vol. 6(5), pages 1006-1036, September.
    2. RenÈ Garcia, 2002. "Are the Effects of Monetary Policy Asymmetric?," Economic Inquiry, Western Economic Association International, vol. 40(1), pages 102-119, January.
    3. Kilian, Lutz & Vigfusson, Robert J., 2011. "Nonlinearities In The Oil Price–Output Relationship," Macroeconomic Dynamics, Cambridge University Press, vol. 15(S3), pages 337-363, November.
    4. Magud, Nicolas E., 2008. "On asymmetric business cycles and the effectiveness of counter-cyclical fiscal policies," Journal of Macroeconomics, Elsevier, vol. 30(3), pages 885-905, September.
    5. Sichel, Daniel E, 1993. "Business Cycle Asymmetry: A Deeper Look," Economic Inquiry, Western Economic Association International, vol. 31(2), pages 224-236, April.
    6. Mohaddes, Kamiar & Pesaran, M. Hashem, 2017. "Oil prices and the global economy: Is it different this time around?," Energy Economics, Elsevier, vol. 65(C), pages 315-325.
    7. 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.
    8. Caldara, Dario & Fuentes-Albero, Cristina & Gilchrist, Simon & Zakrajšek, Egon, 2016. "The macroeconomic impact of financial and uncertainty shocks," European Economic Review, Elsevier, vol. 88(C), pages 185-207.
    9. Dell'Ariccia, Giovanni & Detragiache, Enrica & Rajan, Raghuram, 2008. "The real effect of banking crises," Journal of Financial Intermediation, Elsevier, vol. 17(1), pages 89-112, January.
    10. Carneiro,Francisco Galrao & Hnatkovska,Viktoria, 2016. "Business cycles in the eastern Caribbean economies: the role of fiscal policy and interest rates," Policy Research Working Paper Series 7545, The World Bank.
    11. Kiyotaki, Nobuhiro & Moore, John, 1997. "Credit Cycles," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 211-248, April.
    12. TengTeng Xu, 2012. "The Role of Credit in International Business Cycles," Staff Working Papers 12-36, Bank of Canada.
    13. 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.
    14. Hale, Galina, 2012. "Bank relationships, business cycles, and financial crises," Journal of International Economics, Elsevier, vol. 88(2), pages 312-325.
    15. Balázs Égert & Douglas Sutherland, 2014. "The Nature of Financial and Real Business Cycles: The Great Moderation and Banking Sector Pro-Cyclicality," Scottish Journal of Political Economy, Scottish Economic Society, vol. 61(1), pages 98-117, February.
    16. Bekaert, Geert & Harvey, Campbell R. & Lundblad, Christian, 2006. "Growth volatility and financial liberalization," Journal of International Money and Finance, Elsevier, vol. 25(3), pages 370-403, April.
    17. Calderón, César & Fuentes, J. Rodrigo, 2014. "Have business cycles changed over the last two decades? An empirical investigation," Journal of Development Economics, Elsevier, vol. 109(C), pages 98-123.
    18. Bejan, Maria, 2006. "Trade Openness and Output Volatility," MPRA Paper 2759, University Library of Munich, Germany.
    19. Karfakis, Costas, 2013. "Credit and business cycles in Greece: Is there any relationship?," Economic Modelling, Elsevier, vol. 32(C), pages 23-29.
    20. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    21. Galí, Jordi & Perotti, Roberto, 2003. "Fiscal Policy and Monetary Integration in Europe," CEPR Discussion Papers 3933, C.E.P.R. Discussion Papers.
    22. Mohaddes, Kamiar & Pesaran, M. Hashem, 2016. "Country-specific oil supply shocks and the global economy: A counterfactual analysis," Energy Economics, Elsevier, vol. 59(C), pages 382-399.
    23. Fidrmuc, Jarko & Korhonen, Iikka, 2010. "The impact of the global financial crisis on business cycles in Asian emerging economies," Journal of Asian Economics, Elsevier, vol. 21(3), pages 293-303, June.
    24. Yasin Mimir, 2016. "Financial Intermediaries, Credit Shocks and Business Cycles," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(1), pages 42-74, February.
    25. Halvorsen, Jørn I. & Jacobsen, Dag Henning, 2014. "How important can bank lending shocks be for economic fluctuations?," The North American Journal of Economics and Finance, Elsevier, vol. 29(C), pages 104-123.
    26. √Íscar Jord√Ä & Moritz Schularick & Alan M. Taylor, 2013. "When Credit Bites Back," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(s2), pages 3-28, December.
    27. Santoro, Emiliano & Petrella, Ivan & Pfajfar, Damjan & Gaffeo, Edoardo, 2014. "Loss aversion and the asymmetric transmission of monetary policy," Journal of Monetary Economics, Elsevier, vol. 68(C), pages 19-36.
    28. Mandelman, Federico S., 2010. "Business cycles and monetary regimes in emerging economies: A role for a monopolistic banking sector," Journal of International Economics, Elsevier, vol. 81(1), pages 122-138, May.
    29. Ibrahim, Mansor H., 2016. "Business cycle and bank lending procyclicality in a dual banking system," Economic Modelling, Elsevier, vol. 55(C), pages 127-134.
    30. Marcucci, Juri & Quagliariello, Mario, 2009. "Asymmetric effects of the business cycle on bank credit risk," Journal of Banking & Finance, Elsevier, vol. 33(9), pages 1624-1635, September.
    31. Khurshid M. Kiani & Prasad V. Bidarkota, 2004. "On Business Cycle Asymmetries in G7 Countries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(3), pages 333-351, July.
    32. Nolan, Charles & Thoenissen, Christoph, 2009. "Financial shocks and the US business cycle," Journal of Monetary Economics, Elsevier, vol. 56(4), pages 596-604, May.
    33. Julian di Giovanni & Andrei A. Levchenko, 2009. "Trade Openness and Volatility," The Review of Economics and Statistics, MIT Press, vol. 91(3), pages 558-585, August.
    34. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    35. Lane, Philip R., 2003. "The cyclical behaviour of fiscal policy: evidence from the OECD," Journal of Public Economics, Elsevier, vol. 87(12), pages 2661-2675, December.
    36. Adrian, Tobias & Shin, Hyun Song, 2010. "Liquidity and leverage," Journal of Financial Intermediation, Elsevier, vol. 19(3), pages 418-437, July.
    37. Yong Ma & Jinglan Zhang, 2016. "Financial Cycle, Business Cycle and Monetary Policy: Evidence from Four Major Economies," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 21(4), pages 502-527, October.
    38. Lutz Kilian & Robert J. Vigfusson, 2011. "Are the responses of the U.S. economy asymmetric in energy price increases and decreases?," Quantitative Economics, Econometric Society, vol. 2(3), pages 419-453, November.
    39. Kato, Kengo & F. Galvao, Antonio & Montes-Rojas, Gabriel V., 2012. "Asymptotics for panel quantile regression models with individual effects," Journal of Econometrics, Elsevier, vol. 170(1), pages 76-91.
    40. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    41. Wesley Clair Mitchell, 1927. "Business Cycles: The Problem and Its Setting," NBER Books, National Bureau of Economic Research, Inc, number mitc27-1, March.
    42. Ramsey, James B & Rothman, Philip, 1996. "Time Irreversibility and Business Cycle Asymmetry," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(1), pages 1-21, February.
    43. Jinyong Hahn & Whitney Newey, 2004. "Jackknife and Analytical Bias Reduction for Nonlinear Panel Models," Econometrica, Econometric Society, vol. 72(4), pages 1295-1319, July.
    44. Silvana Bartoletto & Bruno Chiarini & Elisabetta Marzano & Paolo Piselli, 2015. "Business Cycles, Credit Cycles and Bank Holdings of Sovereign Bonds: Historical Evidence for Italy 1861-2013," CESifo Working Paper Series 5318, CESifo.
    45. Lo, Ming Chien & Piger, Jeremy, 2005. "Is the Response of Output to Monetary Policy Asymmetric? Evidence from a Regime-Switching Coefficients Model," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 37(5), pages 865-886, October.
    46. Mr. Marco Terrones & Mr. Eswar S Prasad & Mr. Ayhan Kose, 2003. "Financial Integration and Macroeconomic Volatility," IMF Working Papers 2003/050, International Monetary Fund.
    47. Goyal, Ashima & Kumar, Abhishek, 2018. "Money and business cycle: Evidence from India," The Journal of Economic Asymmetries, Elsevier, vol. 18(C), pages 1-1.
    48. Wesley Clair Mitchell, 1927. "Introductory pages to "Business Cycles: The Problem and Its Setting"," NBER Chapters, in: Business Cycles: The Problem and Its Setting, pages -23, National Bureau of Economic Research, Inc.
    49. Jordi Galí & Roberto Perotti, 2003. "Fiscal policy and monetary integration in Europe [‘Consumption smoothing through fiscal policy in OECD and EU countries’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 18(37), pages 533-572.
    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. Baris Kocaarslan & Ugur Soytas, 2021. "The Asymmetric Impact of Funding Liquidity Risk on the Volatility of Stock Portfolios during the COVID-19 Crisis," Sustainability, MDPI, vol. 13(4), pages 1-12, February.
    2. Shabir, Mohsin & Jiang, Ping & Hashmi, Shujahat Haider & Bakhsh, Satar, 2022. "Non-linear nexus between economic policy uncertainty and bank lending," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 657-679.
    3. Malkidis, Stavros & Fountas, Stilianos, 2020. "Liquid fuel price adjustment in Greece: A two-stage, threshold cointegration approach," The Journal of Economic Asymmetries, Elsevier, vol. 22(C).
    4. Saini, Seema & Ahmad, Wasim & Bekiros, Stelios, 2021. "Understanding the credit cycle and business cycle dynamics in India," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 988-1006.
    5. Shabir, Mohsin & Jiang, Ping & Bakhsh, Satar & Zhao, Zhongxiu, 2021. "Economic policy uncertainty and bank stability: Threshold effect of institutional quality and competition," Pacific-Basin Finance Journal, Elsevier, vol. 68(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. Saini, Seema & Ahmad, Wasim & Bekiros, Stelios, 2021. "Understanding the credit cycle and business cycle dynamics in India," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 988-1006.
    2. Papageorgiou, Theofanis & Michaelides, Panayotis G. & Tsionas, Efthymios G., 2016. "Business cycle determinants and fiscal policy: A Panel ARDL approach for EMU," The Journal of Economic Asymmetries, Elsevier, vol. 13(C), pages 57-68.
    3. Douglas Sutherland & Peter Hoeller, 2012. "Debt and Macroeconomic Stability: An Overview of the Literature and Some Empirics," OECD Economics Department Working Papers 1006, OECD Publishing.
    4. Solomos, Dionysios & Papageorgiou, Theofanis & Koumparoulis, Dimitrios, 2012. "Financial Sector and Business Cycles Determinants in the EMU context: An Empirical Approach (1996-2011)," MPRA Paper 43858, University Library of Munich, Germany.
    5. Dionysios K. Solomos & Dimitrios N. Koumparoulis, 2013. "Financial Sector and Business Cycles Determinants in the EMU: An Empirical Approach (1996-2011)," European Research Studies Journal, European Research Studies Journal, vol. 0(2), pages 34-58.
    6. Kilinc, Mustafa & Tunc, Cengiz, 2019. "The asymmetric effects of monetary policy on economic activity in Turkey," Structural Change and Economic Dynamics, Elsevier, vol. 51(C), pages 505-528.
    7. Xue, Wen-Jun, 2020. "Financial sector development and growth volatility: An international study," International Review of Economics & Finance, Elsevier, vol. 70(C), pages 67-88.
    8. Martin Bruns & Michele Piffer, 2021. "Monetary policy shocks over the business cycle: Extending the Smooth Transition framework," University of East Anglia School of Economics Working Paper Series 2021-07, School of Economics, University of East Anglia, Norwich, UK..
    9. Konstantinos Konstantakis & Theofanis Papageorgiou & Panayotis Michaelides & Efthymios Tsionas, 2015. "Economic Fluctuations and Fiscal Policy in Europe: A Political Business Cycles Approach Using Panel Data and Clustering (1996–2013)," Open Economies Review, Springer, vol. 26(5), pages 971-998, November.
    10. Almeida, Pedro Cameira de & Fuinhas, José Alberto & Marques, António Cardoso, 2011. "A assimetria dos ciclos económicos: Evidência internacional usando o teste triples [The asymmetry of business cycles: International evidence using triples test]," MPRA Paper 35208, University Library of Munich, Germany.
    11. Mercè Sala-Rios & Teresa Torres-Solé & Mariona Farré-Perdiguer, 2016. "Credit and business cycles’ relationship: evidence from Spain," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 15(3), pages 149-171, December.
    12. Karamé, Frédéric, 2015. "Asymmetries and Markov-switching structural VAR," Journal of Economic Dynamics and Control, Elsevier, vol. 53(C), pages 85-102.
    13. Tagkalakis, Athanasios, 2008. "The effects of fiscal policy on consumption in recessions and expansions," Journal of Public Economics, Elsevier, vol. 92(5-6), pages 1486-1508, June.
    14. Tan, Siow-Hooi & Habibullah, Muzafar Shah, 2007. "Business cycles and monetary policy asymmetry: An investigation using Markov-switching models," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 380(C), pages 297-306.
    15. Szilágyi, Katalin & Kiss, Áron, 2014. "Miért más ez a válság, mint a többi?. Az adósságleépítés szerepe a nagy recesszióban [Why is this crisis different?. The role of deleveraging in the great recession]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(9), pages 949-974.
    16. Shen, Jiancheng & Selover, David D. & Li, Chao & Yousefi, Hamed, 2022. "An ocean apart? The effects of US business cycles on Chinese business cycles," International Review of Economics & Finance, Elsevier, vol. 82(C), pages 677-698.
    17. Narayan, Paresh Kumar & Popp, Stephan, 2009. "Investigating business cycle asymmetry for the G7 countries: Evidence from over a century of data," International Review of Economics & Finance, Elsevier, vol. 18(4), pages 583-591, October.
    18. Geert Bekaert & Alexander Popov, 2019. "On the Link Between the Volatility and Skewness of Growth," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 67(4), pages 746-790, December.
    19. Santoro, Emiliano & Petrella, Ivan & Pfajfar, Damjan & Gaffeo, Edoardo, 2014. "Loss aversion and the asymmetric transmission of monetary policy," Journal of Monetary Economics, Elsevier, vol. 68(C), pages 19-36.
    20. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.

    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:joecas:v:20:y:2019:i:c:s1703494919300015. 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: https://www.journals.elsevier.com/the-journal-of-economic-asymmetries/ .

    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.