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Spatial analysis of liquidity risk in China

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  • 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
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    as
    1. 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.
    2. Gary Gorton & Lixin Huang, 2004. "Liquidity, Efficiency, and Bank Bailouts," American Economic Review, American Economic Association, vol. 94(3), pages 455-483, June.
    3. Salvatore Dell’Erba & Emanuele Baldacci & Tigran Poghosyan, 2013. "Spatial spillovers in emerging market spreads," Empirical Economics, Springer, vol. 45(2), pages 735-756, October.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. Franklin Allen & Douglas Gale, 2000. "Financial Contagion," Journal of Political Economy, University of Chicago Press, vol. 108(1), pages 1-33, February.
    10. 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.
    11. 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..
    12. repec:zbw:bofitp:2009_022 is not listed on IDEAS
    13. 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.
    14. Micco, Alejandro & Panizza, Ugo, 2006. "Bank ownership and lending behavior," Economics Letters, Elsevier, vol. 93(2), pages 248-254, November.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. repec:hal:journl:hal-00785225 is not listed on IDEAS
    22. 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.
    23. repec:zbw:bofitp:2010_004 is not listed on IDEAS
    24. Vayanos, Dimitri, 2004. "Flight to quality, flight to liquidity, and the pricing of risk," LSE Research Online Documents on Economics 456, London School of Economics and Political Science, LSE Library.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. Adrian, T. & Shin, H S., 2008. "Liquidity and financial contagion," Financial Stability Review, Banque de France, issue 11, pages 1-7, February.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
    37. Philipp Schnabl, 2012. "The International Transmission of Bank Liquidity Shocks: Evidence from an Emerging Market," Journal of Finance, American Finance Association, vol. 67(3), pages 897-932, June.
    38. 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.
    39. 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.
    40. 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.
    41. 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.
    42. 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.
    43. 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.
    44. Bang Nam Jeon & Maria Pia Olivero & Ji Wu, 2013. "Multinational Banking and Financial Contagion: Evidence from Foreign Bank Subsidiaries," Working Papers 052013, Hong Kong Institute for Monetary Research.
    45. 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.
    46. 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.
    47. 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.
    48. 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.
    49. 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.
    50. 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.
    51. 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.
    52. 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.
    53. 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.
    54. 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.
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    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

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