IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/97768.html
   My bibliography  Save this paper

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/97768/1/MPRA_paper_97768.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    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. 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.
    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. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. Albert S. Kyle & Wei Xiong, 2001. "Contagion as a Wealth Effect," Journal of Finance, American Finance Association, vol. 56(4), pages 1401-1440, August.
    35. 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.
    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. 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.
    2. Vayanos, Dimitri & Wang, Jiang, 2013. "Market Liquidity—Theory and Empirical Evidence ," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1289-1361, Elsevier.
    3. Paiardini, Paola, 2015. "Informed trading in parallel bond markets," Journal of Financial Markets, Elsevier, vol. 26(C), pages 103-121.
    4. Buis, Boyd & Pieterse-Bloem, Mary & Verschoor, Willem F.C. & Zwinkels, Remco C.J., 2020. "Expected issuance fees and market liquidity," Journal of Financial Markets, Elsevier, vol. 48(C).
    5. Manganelli, Simone, 2005. "Duration, volume and volatility impact of trades," Journal of Financial Markets, Elsevier, vol. 8(4), pages 377-399, November.
    6. Jun (Tony) Ruan & Tongshu Ma, 2017. "Bid-Ask Spread, Quoted Depths, and Unexpected Duration Between Trades," Journal of Financial Services Research, Springer;Western Finance Association, vol. 51(3), pages 385-436, June.
    7. Chung, Kee H. & Li, Mingsheng & McInish, Thomas H., 2005. "Information-based trading, price impact of trades, and trade autocorrelation," Journal of Banking & Finance, Elsevier, vol. 29(7), pages 1645-1669, July.
    8. Corò, Filippo & Dufour, Alfonso & Varotto, Simone, 2013. "Credit and liquidity components of corporate CDS spreads," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5511-5525.
    9. Yang, Joey Wenling, 2011. "Transaction duration and asymmetric price impact of trades--Evidence from Australia," Journal of Empirical Finance, Elsevier, vol. 18(1), pages 91-102, January.
    10. Danny Lo, 2015. "Essays in Market Microstructure and Investor Trading," PhD Thesis, Finance Discipline Group, UTS Business School, University of Technology, Sydney, number 4-2015.
    11. Engle, Robert F. & Patton, Andrew J., 2004. "Impacts of trades in an error-correction model of quote prices," Journal of Financial Markets, Elsevier, vol. 7(1), pages 1-25, January.
    12. Gehde-Trapp, Monika & Gündüz, Yalin & Nasev, Julia, 2015. "The liquidity premium in CDS transaction prices: Do frictions matter?," Journal of Banking & Finance, Elsevier, vol. 61(C), pages 184-205.
    13. G. Wuyts, 2007. "Stock Market Liquidity.Determinants and Implications," Review of Business and Economic Literature, KU Leuven, Faculty of Economics and Business (FEB), Review of Business and Economic Literature, vol. 0(2), pages 279-316.
    14. O’Sullivan, Conall & Papavassiliou, Vassilios G., 2020. "On the term structure of liquidity in the European sovereign bond market," Journal of Banking & Finance, Elsevier, vol. 114(C).
    15. Jondeau, Eric & Lahaye, Jérôme & Rockinger, Michael, 2015. "Estimating the price impact of trades in a high-frequency microstructure model with jumps," Journal of Banking & Finance, Elsevier, vol. 61(S2), pages 205-224.
    16. Akey, Pat & Grégoire, Vincent & Martineau, Charles, 2022. "Price revelation from insider trading: Evidence from hacked earnings news," Journal of Financial Economics, Elsevier, vol. 143(3), pages 1162-1184.
    17. Reitz, Stefan & Schmidt, Markus & Taylor, Mark P., 2009. "Financial Intermediation and the Role of Price Discrimination in a Two-Tier Market," MPRA Paper 15602, University Library of Munich, Germany.
    18. Ferriani, Fabrizio, 2010. "Informed and uninformed traders at work: evidence from the French market," MPRA Paper 24487, University Library of Munich, Germany.
    19. Jagjeev Dosanjh, 2017. "Exchange Initiatives and Market Efficiency: Evidence from the Australian Securities Exchange," PhD Thesis, Finance Discipline Group, UTS Business School, University of Technology, Sydney, number 1-2017.
    20. Simon Gervais & Ron Kaniel & Dan H. Mingelgrin, 2001. "The High‐Volume Return Premium," Journal of Finance, American Finance Association, vol. 56(3), pages 877-919, June.

    More about this item

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:pra:mprapa:97768. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.