IDEAS home Printed from https://ideas.repec.org/a/eee/ecofin/v54y2020ics1062940819301214.html
   My bibliography  Save this article

Spatial analysis of liquidity risk in China

Author

Listed:
  • Chen, Ting-Hsuan
  • Lee, Chien-Chiang

Abstract

This study investigates the interaction of liquidity risk in Chinese banks through a spatial econometric method that includes geographical and economic relations. The former is defined as sharing the same border, and the latter considers both bank type and lending behavior. We find evidence of liquidity spillovers through varying spatial dependence based on geographical and economic closeness within banks. The results highlight the importance of liquidity management and provide evidence of risk co-movement for regulators taking a new viewpoint on liquidity regulation.

Suggested Citation

  • Chen, Ting-Hsuan & Lee, Chien-Chiang, 2020. "Spatial analysis of liquidity risk in China," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
  • Handle: RePEc:eee:ecofin:v:54:y:2020:i:c:s1062940819301214
    DOI: 10.1016/j.najef.2019.101047
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1062940819301214
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.najef.2019.101047?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. Lasse Pedersen, 2009. "When Everyone Runs for the Exit," International Journal of Central Banking, International Journal of Central Banking, vol. 5(4), pages 177-199, December.
    2. Allen N. Berger & Christa H. S. Bouwman, 2009. "Bank Liquidity Creation," Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3779-3837, September.
    3. James H. Stock & Mark W. Watson, 2008. "Heteroskedasticity-Robust Standard Errors for Fixed Effects Panel Data Regression," Econometrica, Econometric Society, vol. 76(1), pages 155-174, January.
    4. Lee, Chi-Chuan & Lee, Chien-Chiang, 2019. "Oil price shocks and Chinese banking performance: Do country risks matter?," Energy Economics, Elsevier, vol. 77(C), pages 46-53.
    5. Gary Gorton & Lixin Huang, 2004. "Liquidity, Efficiency, and Bank Bailouts," American Economic Review, American Economic Association, vol. 94(3), pages 455-483, June.
    6. Salvatore Dell’Erba & Emanuele Baldacci & Tigran Poghosyan, 2013. "Spatial spillovers in emerging market spreads," Empirical Economics, Springer, vol. 45(2), pages 735-756, October.
    7. Fernández-Avilés, Gema & Montero, Jose-María & Orlov, Alexei G., 2012. "Spatial modeling of stock market comovements," Finance Research Letters, Elsevier, vol. 9(4), pages 202-212.
    8. Thompson, Samuel B., 2011. "Simple formulas for standard errors that cluster by both firm and time," Journal of Financial Economics, Elsevier, vol. 99(1), pages 1-10, January.
    9. Suk-Joong Kim & Eliza Wu, 2018. "International Bank Flows to Emerging Markets: Influence of Sovereign Credit Ratings and Their Regional Spillover Effects," World Scientific Book Chapters, in: Information Spillovers and Market Integration in International Finance Empirical Analyses, chapter 14, pages 467-515, World Scientific Publishing Co. Pte. Ltd..
    10. Upper, Christian & Worms, Andreas, 2004. "Estimating bilateral exposures in the German interbank market: Is there a danger of contagion?," European Economic Review, Elsevier, vol. 48(4), pages 827-849, August.
    11. Mierau, Jochen O. & Mink, Mark, 2013. "Are stock market crises contagious? The role of crisis definitions," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 4765-4776.
    12. Franklin Allen & Douglas Gale, 2000. "Financial Contagion," Journal of Political Economy, University of Chicago Press, vol. 108(1), pages 1-33, February.
    13. Lee, Chien-Chiang & Lin, Chun-Wei & Zeng, Jhih-Hong, 2016. "Financial liberalization, insurance market, and the likelihood of financial crises," Journal of International Money and Finance, Elsevier, vol. 62(C), pages 25-51.
    14. Fungáčová, Zuzana & Poghosyan, Tigran, 2011. "Determinants of bank interest margins in Russia: Does bank ownership matter?," Economic Systems, Elsevier, vol. 35(4), pages 481-495.
    15. Blanc-Brude, Frédéric & Cookson, Graham & Piesse, Jenifer & Strange, Roger, 2014. "The FDI location decision: Distance and the effects of spatial dependence," International Business Review, Elsevier, vol. 23(4), pages 797-810.
    16. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    17. Berger, Allen N. & Hasan, Iftekhar & Zhou, Mingming, 2010. "The effects of focus versus diversification on bank performance: Evidence from Chinese banks," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1417-1435, July.
    18. Jeon, Bang Nam & Olivero, María Pía & Wu, Ji, 2013. "Multinational banking and the international transmission of financial shocks: Evidence from foreign bank subsidiaries," Journal of Banking & Finance, Elsevier, vol. 37(3), pages 952-972.
    19. Forbes, Kristin J., 2004. "The Asian flu and Russian virus: the international transmission of crises in firm-level data," Journal of International Economics, Elsevier, vol. 63(1), pages 59-92, May.
    20. Allen Berger & Robert DeYoung, 2001. "The Effects of Geographic Expansion on Bank Efficiency," Journal of Financial Services Research, Springer;Western Finance Association, vol. 19(2), pages 163-184, April.
    21. Micco, Alejandro & Panizza, Ugo, 2006. "Bank ownership and lending behavior," Economics Letters, Elsevier, vol. 93(2), pages 248-254, November.
    22. Tabak, Benjamin M. & Miranda, Rogério Boueri & Fazio, Dimas M., 2013. "A geographically weighted approach to measuring efficiency in panel data: The case of US saving banks," Journal of Banking & Finance, Elsevier, vol. 37(10), pages 3747-3756.
    23. Saiying (Esther) Deng & Elyas Elyasiani, 2008. "Geographic Diversification, Bank Holding Company Value, and Risk," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(6), pages 1217-1238, September.
    24. Jose M. Berrospide & Lamont K. Black & William R. Keeton, 2016. "The Cross‐Market Spillover of Economic Shocks through Multimarket Banks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(5), pages 957-988, August.
    25. Saiying (Esther) Deng & Elyas Elyasiani, 2008. "Geographic Diversification, Bank Holding Company Value, and Risk," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(6), pages 1217-1238, September.
    26. Fernandes, Guilherme Barreto & Artes, Rinaldo, 2016. "Spatial dependence in credit risk and its improvement in credit scoring," European Journal of Operational Research, Elsevier, vol. 249(2), pages 517-524.
    27. Mistrulli, Paolo Emilio, 2011. "Assessing financial contagion in the interbank market: Maximum entropy versus observed interbank lending patterns," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1114-1127, May.
    28. Murillo Campello, 2002. "Internal Capital Markets in Financial Conglomerates: Evidence from Small Bank Responses to Monetary Policy," Journal of Finance, American Finance Association, vol. 57(6), pages 2773-2805, December.
    29. Rodrigo Cifuentes & Hyun Song Shin & Gianluigi Ferrucci, 2005. "Liquidity Risk and Contagion," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 556-566, 04/05.
    30. Coleman, Nicholas & Feler, Leo, 2015. "Bank ownership, lending, and local economic performance during the 2008–2009 financial crisis," Journal of Monetary Economics, Elsevier, vol. 71(C), pages 50-66.
    31. Nicola Cetorelli & Linda S Goldberg, 2011. "Global Banks and International Shock Transmission: Evidence from the Crisis," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(1), pages 41-76, April.
    32. Zsófia Arvai & Karl Driessen & Ínci Ötker-Robe, 2009. "Regional Financial Interlinkages and Financial Contagion within Europe," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 59(6), pages 522-540, December.
    33. Asgharian, Hossein & Hess, Wolfgang & Liu, Lu, 2013. "A spatial analysis of international stock market linkages," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 4738-4754.
    34. repec:hal:journl:hal-00785225 is not listed on IDEAS
    35. Laura E. Kodres & Matthew Pritsker, 2002. "A Rational Expectations Model of Financial Contagion," Journal of Finance, American Finance Association, vol. 57(2), pages 769-799, April.
    36. Thomas A. Garrett & Gary A. Wagner & David C. Wheelock, 2005. "A spatial analysis of state banking regulation," Papers in Regional Science, Wiley Blackwell, vol. 84(4), pages 575-595, November.
    37. Eric S. Rosengren & Joe Peek, 2000. "Collateral Damage: Effects of the Japanese Bank Crisis on Real Activity in the United States," American Economic Review, American Economic Association, vol. 90(1), pages 30-45, March.
    38. Barry, Thierno Amadou & Lepetit, Laetitia & Tarazi, Amine, 2011. "Ownership structure and risk in publicly held and privately owned banks," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1327-1340, May.
    39. Bhanot, Karan & Burns, Natasha & Hunter, Delroy & Williams, Michael, 2014. "News spillovers from the Greek debt crisis: Impact on the Eurozone financial sector," Journal of Banking & Finance, Elsevier, vol. 38(C), pages 51-63.
    40. Xianming Fang & Yu Jiang, 2014. "The Promoting Effect of Financial Development on Economic Growth: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(S1), pages 34-50.
    41. Adrian, T. & Shin, H S., 2008. "Liquidity and financial contagion," Financial Stability Review, Banque de France, issue 11, pages 1-7, February.
    42. Popov, Alexander & Udell, Gregory F., 2012. "Cross-border banking, credit access, and the financial crisis," Journal of International Economics, Elsevier, vol. 87(1), pages 147-161.
    43. Iannotta, Giuliano & Nocera, Giacomo & Sironi, Andrea, 2007. "Ownership structure, risk and performance in the European banking industry," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2127-2149, July.
    44. Xianming Fang & Yu Jiang, 2014. "The Promoting Effect of Financial Development on Economic Growth: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(1S), pages 34-50, January.
    45. Jiang, Chunxia & Yao, Shujie & Feng, Genfu, 2013. "Bank ownership, privatization, and performance: Evidence from a transition country," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3364-3372.
    46. Paraschiv, Florentina & Qin, Minzi, 2013. "Extreme Spillover Between Shadow Banking and Regular Banking," Working Papers on Finance 1312, University of St. Gallen, School of Finance.
    47. Chien-Chiang Lee & Shao-Lin Ning & Chi-Chuan Lee, 2015. "How does Bank Capital Affect Bank Profitability and Risk? Evidence from China's WTO Accession," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 23(4), pages 19-39, July.
    48. Jia, Chunxin, 2009. "The effect of ownership on the prudential behavior of banks - The case of China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 77-87, January.
    49. Martin R. Goetz & Luc Laeven & Ross Levine, 2013. "Identifying the Valuation Effects and Agency Costs of Corporate Diversification: Evidence from the Geographic Diversification of U.S. Banks," Review of Financial Studies, Society for Financial Studies, vol. 26(7), pages 1787-1823.
    50. Chen, Ting-Hsuan & Chou, Hsiu-Hsia & Chang, Yuan & Fang, Hao, 2015. "The effect of excess lending on bank liquidity : Evidence from China," International Review of Economics & Finance, Elsevier, vol. 36(C), pages 54-68.
    Full references (including those not matched with items on IDEAS)

    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. Pham, Tho & Talavera, Oleksandr & Tsapin, Andriy, 2018. "Shock contagion, asset quality and lending behavior," BOFIT Discussion Papers 21/2018, Bank of Finland, Institute for Economies in Transition.
    2. Xiaonan Li & Chang Song, 2021. "Does the target market affect bank performance? Evidence from the geographic diversification of city commercial banks in China," Frontiers of Business Research in China, Springer, vol. 15(1), pages 1-25, December.
    3. Tonzer, Lena, 2015. "Cross-border interbank networks, banking risk and contagion," Journal of Financial Stability, Elsevier, vol. 18(C), pages 19-32.
    4. Eross, Andrea & Urquhart, Andrew & Wolfe, Simon, 2016. "Liquidity risk contagion in the interbank market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 45(C), pages 142-155.
    5. Allen N. Berger & Sadok El Ghoul & Omrane Guedhami & Raluca A. Roman, 2017. "Internationalization and Bank Risk," Management Science, INFORMS, vol. 63(7), pages 2283-2301, July.
    6. Ebrahimi Kahou, Mahdi & Lehar, Alfred, 2017. "Macroprudential policy: A review," Journal of Financial Stability, Elsevier, vol. 29(C), pages 92-105.
    7. Denis Davydov, 2018. "Does State Ownership of Banks Matter?," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 17(2), pages 250-285, August.
    8. Cheng, Maoyong & Geng, Hongyan & Zhang, Junrui, 2016. "Chinese commercial banks: Benefits from foreign strategic investors?," Pacific-Basin Finance Journal, Elsevier, vol. 40(PA), pages 147-172.
    9. Schüwer, Ulrich & Gropp, Reint E. & Noth, Felix, 2016. "What drives banks' geographic expansion? The role of locally non-diversifiable risk," VfS Annual Conference 2016 (Augsburg): Demographic Change 145885, Verein für Socialpolitik / German Economic Association.
    10. Randall Morck & M. Deniz Yavuz & Bernard Yeung, 2019. "State-Run Banks, Money Growth, and the Real Economy," Management Science, INFORMS, vol. 65(12), pages 5914-5932, December.
    11. Paul Glasserman & Peyton Young, 2015. "Contagion in Financial Networks," Economics Series Working Papers 764, University of Oxford, Department of Economics.
    12. Chiu, Junmao & Tsai, Kunchi, 2017. "Government interventions and equity liquidity in the sub-prime crisis period: Evidence from the ETF market," International Review of Economics & Finance, Elsevier, vol. 47(C), pages 128-142.
    13. Duijm, Patty & Schoenmaker, Dirk, 2021. "European banks straddling borders: Risky or rewarding?," Finance Research Letters, Elsevier, vol. 38(C).
    14. Tammuz Alraheb & Amine Tarazi, 2016. "Local Versus International Crises, Foreign Subsidiaries and Bank Stability: Evidence from the MENA Region," Working Papers hal-01270806, HAL.
    15. Silva, Walmir & Kimura, Herbert & Sobreiro, Vinicius Amorim, 2017. "An analysis of the literature on systemic financial risk: A survey," Journal of Financial Stability, Elsevier, vol. 28(C), pages 91-114.
    16. Alegría, Andrés & Cowan, Kevin & García, Pablo, 2018. "Spillovers and relationships in cross border banking: The case of Chile11The views are those of the authors and do not represent those of the Central Bank of Chile or the Financial Market Commission. ," Journal of Financial Stability, Elsevier, vol. 39(C), pages 259-272.
    17. Grodecka-Messi, Anna & Kenny, Seán & Ögren, Anders, 2021. "Predictors of bank distress: The 1907 crisis in Sweden," Explorations in Economic History, Elsevier, vol. 80(C).
    18. Batiz-Zuk, Enrique & López-Gallo, Fabrizio & Martínez-Jaramillo, Serafín & Solórzano-Margain, Juan Pablo, 2016. "Calibrating limits for large interbank exposures from a system-wide perspective," Journal of Financial Stability, Elsevier, vol. 27(C), pages 198-216.
    19. Curi, Claudia & Lozano-Vivas, Ana, 2020. "Managerial ability as a tool for prudential regulation," Journal of Economic Behavior & Organization, Elsevier, vol. 174(C), pages 87-107.
    20. Carlo Alcaraz & Stijn Claessens & Gabriel Cuadra & David Marques-Ibanez & Horacio Sapriza, 2018. "Whatever it takes. What's the impact of a major nonconventional monetary policy intervention?," BIS Working Papers 749, Bank for International Settlements.

    More about this item

    Keywords

    China; Bank; Spatial analysis; Liquidity risk; Spillovers;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

    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:ecofin:v:54:y:2020:i:c:s1062940819301214. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: . General contact details of provider: http://www.elsevier.com/locate/inca/620163 .

    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/inca/620163 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.