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How Did Order-Flow Impact Bond Prices During the European Sovereign Debt Crisis?

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  • Lin, Zhongguo
  • Hamill, Philip A.
  • Li, Youwei
  • Sun, Zhuowei
  • Waterworth, James

Abstract

The impact of trades on price dynamics in the European sovereign debt markets is of significant importance to policy makers and market participants. This paper uses high-frequency quote and transaction data from the MTS European sovereign bond inter-dealer platform to investigate price-order-flow dynamics from July 2005 until December 2011 for Germany, France, Portugal, Italy, Ireland, Spain and Greece. We find that order-flow had a larger impact on quote revision in a relatively low-intensity trading environment than in a relatively high-intensity trading environment implying that informed traders should only execute in low-intensity trading environments when they value immediacy over discretion. This analysis is consistent with the limited prior literature for European debt markets. Our analysis indicates that this relationship persists during turbulent market conditions. Also, we find that the impact of order-flow on subsequent trades was larger during periods of high-trading intensity implying that market participants use order splitting trading strategies.

Suggested Citation

  • Lin, Zhongguo & Hamill, Philip A. & Li, Youwei & Sun, Zhuowei & Waterworth, James, 2019. "How Did Order-Flow Impact Bond Prices During the European Sovereign Debt Crisis?," MPRA Paper 97768, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:97768
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    1. Choi, Jin Hyuk & Larsen, Kasper & Seppi, Duane J., 2019. "Information and trading targets in a dynamic market equilibrium," Journal of Financial Economics, Elsevier, vol. 132(3), pages 22-49.
    2. Michael J. Fleming, 2003. "Measuring treasury market liquidity," Economic Policy Review, Federal Reserve Bank of New York, issue Sep, pages 83-108.
    3. Giovanni Petrella & Andrea Resti, 2016. "An empirical analysis of Eurozone government bonds liquidity: Determinants, predictability and implications for the new bank prudential rules," BAFFI CAREFIN Working Papers 1645, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    4. Dufour, Alfonso & Engle, Robert F, 1999. "Time and the Price Impact of a Trade," University of California at San Diego, Economics Working Paper Series qt62c0h04j, Department of Economics, UC San Diego.
    5. Antonakakis, Nikolaos & Vergos, Konstantinos, 2013. "Sovereign bond yield spillovers in the Euro zone during the financial and debt crisis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 258-272.
    6. Beetsma, Roel & Giuliodori, Massimo & de Jong, Frank & Widijanto, Daniel, 2016. "Price effects of sovereign debt auctions in the euro-zone: The role of the crisis," Journal of Financial Intermediation, Elsevier, vol. 25(C), pages 30-53.
    7. Sugato Chakravarty & Asani Sarkar, 1999. "Liquidity in U.S. fixed income markets: a comparison of the bid-ask spread in corporate, government and municipal bond markets," Staff Reports 73, Federal Reserve Bank of New York.
    8. Antonio E. Bernardo & Ivo Welch, 2004. "Liquidity and Financial Market Runs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 135-158.
    9. Nicolae Gârleanu & Lasse Heje Pedersen, 2011. "Margin-based Asset Pricing and Deviations from the Law of One Price," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1980-2022.
    10. Copeland, Thomas E & Galai, Dan, 1983. "Information Effects on the Bid-Ask Spread," Journal of Finance, American Finance Association, vol. 38(5), pages 1457-1469, December.
    11. Glosten, Lawrence R. & Milgrom, Paul R., 1985. "Bid, ask and transaction prices in a specialist market with heterogeneously informed traders," Journal of Financial Economics, Elsevier, vol. 14(1), pages 71-100, March.
    12. Fontana, Alessandro & Scheicher, Martin, 2016. "An analysis of euro area sovereign CDS and their relation with government bonds," Journal of Banking & Finance, Elsevier, vol. 62(C), pages 126-140.
    13. Beetsma, Roel & de Jong, Frank & Giuliodori, Massimo & Widijanto, Daniel, 2012. "Spread the News: How the Crisis Affected the Impact of News on the European Sovereign Bond Markets," CEPR Discussion Papers 9043, C.E.P.R. Discussion Papers.
    14. Degryse, Hans, 1999. "The total cost of trading Belgian shares: Brussels versus London," Journal of Banking & Finance, Elsevier, vol. 23(9), pages 1331-1355, September.
    15. Torben G. Andersen & Tim Bollerslev & Francis X. Diebold & Paul Labys, 2003. "Modeling and Forecasting Realized Volatility," Econometrica, Econometric Society, vol. 71(2), pages 579-625, March.
    16. Allaudeen Hameed & Wenjin Kang & S. Viswanathan, 2010. "Stock Market Declines and Liquidity," Journal of Finance, American Finance Association, vol. 65(1), pages 257-293, February.
    17. Haitao Li & Junbo Wang & Chunchi Wu & Yan He, 2009. "Are Liquidity and Information Risks Priced in the Treasury Bond Market?," Journal of Finance, American Finance Association, vol. 64(1), pages 467-503, February.
    18. Easley, David & O'Hara, Maureen, 1987. "Price, trade size, and information in securities markets," Journal of Financial Economics, Elsevier, vol. 19(1), pages 69-90, September.
    19. Chung, Dennis & Hrazdil, Karel, 2010. "Liquidity and market efficiency: A large sample study," Journal of Banking & Finance, Elsevier, vol. 34(10), pages 2346-2357, October.
    20. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    21. Diamond, Douglas W. & Verrecchia, Robert E., 1987. "Constraints on short-selling and asset price adjustment to private information," Journal of Financial Economics, Elsevier, vol. 18(2), pages 277-311, June.
    22. Easley, David & O'Hara, Maureen, 1992. "Time and the Process of Security Price Adjustment," Journal of Finance, American Finance Association, vol. 47(2), pages 576-605, June.
    23. Benjamin Cohen & Hyun Song Shin, 2002. "Positive feedback trading under stress: evidence from the US Treasury securities market," BIS Papers chapters, in: Bank for International Settlements (ed.), Market functioning and central bank policy, volume 12, pages 148-180, Bank for International Settlements.
    24. Fernando, Chitru S. & Herring, Richard J. & Subrahmanyam, Avanidhar, 2008. "Common liquidity shocks and market collapse: Lessons from the market for perps," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1625-1635, August.
    25. Cheung, Yiu Chung & de Jong, Frank & Rindi, Barbara, 2005. "Trading European sovereign bonds: the microstructure of the MTS trading platforms," Working Paper Series 432, European Central Bank.
    26. De Santis, Roberto A., 2012. "The Euro area sovereign debt crisis: safe haven, credit rating agencies and the spread of the fever from Greece, Ireland and Portugal," Working Paper Series 1419, European Central Bank.
    27. Peter G. Dunne & Michael J. Moore & Richard Portes, 2007. "Benchmark Status in Fixed‐Income Asset Markets," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(9‐10), pages 1615-1634, November.
    28. Gibson, Rajna & Mougeot, Nicolas, 2004. "The pricing of systematic liquidity risk: Empirical evidence from the US stock market," Journal of Banking & Finance, Elsevier, vol. 28(1), pages 157-178, January.
    29. Alfonso Dufour & Robert F. Engle, 2000. "Time and the Price Impact of a Trade," Journal of Finance, American Finance Association, vol. 55(6), pages 2467-2498, December.
    30. G. G. Booth & P. Iversen & S. K. Sarkar & H. Schmidt & A. Young, 1999. "Market structure and bid-ask spreads: IBIS vs Nasdaq," The European Journal of Finance, Taylor & Francis Journals, vol. 5(1), pages 51-71.
    31. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    32. Hsieh, Tsung-Han & Li, Youwei & McKillop, Donal G. & Wu, Yuliang, 2018. "Liquidity skewness in the London Stock Exchange," International Review of Financial Analysis, Elsevier, vol. 56(C), pages 12-18.
    33. Peter G. Dunne & Michael J. Moore & Richard Portes, 2007. "Benchmark Status in Fixed‐Income Asset Markets," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(9‐10), pages 1615-1634, November.
    34. Salvador Barrios & Per Iversen & Magdalena Lewandowska & Ralph Setzer, 2009. "Determinants of intra-euro area government bond spreads during the financial crisis," European Economy - Economic Papers 2008 - 2015 388, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    35. Albert S. Kyle & Wei Xiong, 2001. "Contagion as a Wealth Effect," Journal of Finance, American Finance Association, vol. 56(4), pages 1401-1440, August.
    36. Yan, Wei & Hamill, Philip & Li, Youwei & Vigne, Samuel A. & Waterworth, James, 2018. "An analysis of liquidity skewness for European sovereign bond markets," Finance Research Letters, Elsevier, vol. 26(C), pages 274-280.
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    Keywords

    Order-flow; Price impact; Trading intensity; Sovereign Bonds;
    All these keywords.

    JEL classification:

    • G01 - Financial Economics - - General - - - Financial Crises
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage

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