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Price Discovery In The Italian Sovereign Bonds Market: The Role Of Order Flow

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Listed:
  • Alessandro Girardi

    (Italian National Institute of Statistics)

  • Claudio Impenna

    (Bank of Italy)

Abstract

This paper analyses the price discovery process and the informational role of trading in the Italian wholesale secondary markets for Treasury bonds: the business-to-business (B2B), interdealer and quote driven MTS cash and the business-to-consumer (B2C), order driven BondVision trading venues. Using daily data for a representative set of fixed rate government bonds over the period January 2007 - February 2012, we find that the B2C dealer-to-customer market contributes to the process of price formation to a greater extent than the B2B interdealer platform. The informational role of trading is found to be considerable: order flow is a key variable in the process of price formation and appears to continuously act on a cross market basis. Moreover, the explanatory role of order flow turns out to be stronger when liquidity conditions are poorer.

Suggested Citation

  • Alessandro Girardi & Claudio Impenna, 2013. "Price Discovery In The Italian Sovereign Bonds Market: The Role Of Order Flow," Working Papers LuissLab 13108, Dipartimento di Economia e Finanza, LUISS Guido Carli.
    • Handle: RePEc:lui:lleewp:13108
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    as
    1. Michael J. Fleming, 2003. "Measuring treasury market liquidity," Economic Policy Review, Federal Reserve Bank of New York, issue Sep, pages 83-108.
    2. Fricke, Christoph & Menkhoff, Lukas, 2011. "Does the "Bund" dominate price discovery in Euro bond futures? Examining information shares," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1057-1072, May.
    3. Pasquariello, Paolo & Vega, Clara, 2009. "The on-the-run liquidity phenomenon," Journal of Financial Economics, Elsevier, vol. 92(1), pages 1-24, April.
    4. Subrahmanyam, Avanidhar, 2009. "The implications of liquidity and order flows for neoclassical finance," Pacific-Basin Finance Journal, Elsevier, vol. 17(5), pages 527-532, November.
    5. Raffaela Giordano & Marcello Pericoli & Pietro Tommasino, 2013. "Pure or Wake-up-Call Contagion? Another Look at the EMU Sovereign Debt Crisis," International Finance, Wiley Blackwell, vol. 16(2), pages 131-160, June.
    6. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    7. Antonio Scalia & Valerio Vacca, 2001. "Does market transparency matter? A case study," BIS Papers chapters, in: Bank for International Settlements (ed.), Market liquidity: proceedings of a workshop held at the BIS, volume 2, pages 113-144, Bank for International Settlements.
    8. Christian Upper & Thomas Werner, 2002. "How resilient are financial markets to stress? Bund futures and bonds during the 1998 turbulence," BIS Papers chapters, in: Bank for International Settlements (ed.), Market functioning and central bank policy, volume 12, pages 110-123, Bank for International Settlements.
    9. Caporale, Guglielmo Maria & Girardi, Alessandro, 2013. "Price discovery and trade fragmentation in a multi-market environment: Evidence from the MTS system," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 227-240.
    10. Valseth, Siri, 2013. "Price discovery in government bond markets," Journal of Financial Markets, Elsevier, vol. 16(1), pages 127-151.
    11. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    12. Cheol S. Eun & Sanjiv Sabherwal, 2003. "Cross‐Border Listings and Price Discovery: Evidence from U.S.‐Listed Canadian Stocks," Journal of Finance, American Finance Association, vol. 58(2), pages 549-575, April.
    13. Horvath, Michael T.K. & Watson, Mark W., 1995. "Testing for Cointegration When Some of the Cointegrating Vectors are Prespecified," Econometric Theory, Cambridge University Press, vol. 11(5), pages 984-1014, October.
    14. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    15. 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.
    16. von Hagen, Jürgen & Schuknecht, Ludger & Wolswijk, Guido, 2011. "Government bond risk premiums in the EU revisited: The impact of the financial crisis," European Journal of Political Economy, Elsevier, vol. 27(1), pages 36-43, March.
    17. Antonio Di Cesare & Giuseppe Grande & Michele Manna & Marco Taboga, 2012. "Recent estimates of sovereign risk premia for euro-area countries," Questioni di Economia e Finanza (Occasional Papers) 128, Bank of Italy, Economic Research and International Relations Area.
    18. Paiardini, Paola, 2015. "Informed trading in parallel bond markets," Journal of Financial Markets, Elsevier, vol. 26(C), pages 103-121.
    19. Silvério, Renan & Szklo, Alexandre, 2012. "The effect of the financial sector on the evolution of oil prices: Analysis of the contribution of the futures market to the price discovery process in the WTI spot market," Energy Economics, Elsevier, vol. 34(6), pages 1799-1808.
    20. Chordia, Tarun & Roll, Richard & Subrahmanyam, Avanidhar, 2008. "Liquidity and market efficiency," Journal of Financial Economics, Elsevier, vol. 87(2), pages 249-268, February.
    21. Hasbrouck, Joel, 1995. "One Security, Many Markets: Determining the Contributions to Price Discovery," Journal of Finance, American Finance Association, vol. 50(4), pages 1175-1199, September.
    22. de Jong, Frank & Rindi, Barbara & Cheung, Yiu Chung, 2004. "Trading European Sovereign Bonds: The Microstructure of the MTS Trading Platforms," CEPR Discussion Papers 4285, C.E.P.R. Discussion Papers.
    23. Baillie, Richard T. & Geoffrey Booth, G. & Tse, Yiuman & Zabotina, Tatyana, 2002. "Price discovery and common factor models," Journal of Financial Markets, Elsevier, vol. 5(3), pages 309-321, July.
    24. 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.
    25. Roberto Blanco & Simon Brennan & Ian W. Marsh, 2005. "An Empirical Analysis of the Dynamic Relation between Investment‐Grade Bonds and Credit Default Swaps," Journal of Finance, American Finance Association, vol. 60(5), pages 2255-2281, October.
    26. Alessandro Beber & Michael W. Brandt & Kenneth A. Kavajecz, 2009. "Flight-to-Quality or Flight-to-Liquidity? Evidence from the Euro-Area Bond Market," The Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 925-957.
    27. Guglielmo Maria Caporale & Davide Ciferri & Alessandro Girardi, 2014. "Time-Varying Spot and Futures Oil Price Dynamics," Scottish Journal of Political Economy, Scottish Economic Society, vol. 61(1), pages 78-97, February.
    28. Hasbrouck, Joel, 1991. "Measuring the Information Content of Stock Trades," Journal of Finance, American Finance Association, vol. 46(1), pages 179-207, March.
    29. Tarun Chordia & Richard Roll & Avanidhar Subrahmanyam, 2001. "Market Liquidity and Trading Activity," Journal of Finance, American Finance Association, vol. 56(2), pages 501-530, April.
    30. Hans J. Blommestein, 2009. "New challenges in the use of governement debt issuance procedures, techniques and policies in OECD markets," OECD Journal: Financial Market Trends, OECD Publishing, vol. 2009(1), pages 197-208.
    31. Chordia, Tarun & Roll, Richard & Subrahmanyam, Avanidhar, 2002. "Order imbalance, liquidity, and market returns," Journal of Financial Economics, Elsevier, vol. 65(1), pages 111-130, July.
    32. Berger, David W. & Chaboud, Alain P. & Chernenko, Sergey V. & Howorka, Edward & Wright, Jonathan H., 2008. "Order flow and exchange rate dynamics in electronic brokerage system data," Journal of International Economics, Elsevier, vol. 75(1), pages 93-109, May.
    33. Craig H. Furfine & Eli M. Remolona, 2005. "Price discovery in a market under stress: the U.S. Treasury market in fall 1998," Working Paper Series WP-05-06, Federal Reserve Bank of Chicago.
    34. Roger D. Huang, 2002. "The Quality of ECN and Nasdaq Market Maker Quotes," Journal of Finance, American Finance Association, vol. 57(3), pages 1285-1319, June.
    35. Hendry, David F., 2000. "On detectable and non-detectable structural change," Structural Change and Economic Dynamics, Elsevier, vol. 11(1-2), pages 45-65, July.
    36. Csaba Balogh & Gergely Kóczán, 2009. "Secondary market trading infrastructure of government securities," MNB Occasional Papers 2009/74, Magyar Nemzeti Bank (Central Bank of Hungary).
    37. repec:bla:jfinan:v:58:y:2003:i:2:p:549-576 is not listed on IDEAS
    38. deB. Harris, Frederick H. & McInish, Thomas H. & Shoesmith, Gary L. & Wood, Robert A., 1995. "Cointegration, Error Correction, and Price Discovery on Informationally Linked Security Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 30(4), pages 563-579, December.
    39. Dunne, Peter G & Hau, Harald & Moore, Michael, 2008. "A Tale of Two Platforms: Dealer Intermediation in the European Sovereign Bond Market," CEPR Discussion Papers 6969, C.E.P.R. Discussion Papers.
    40. repec:bla:jfinan:v:59:y:2004:i:3:p:1235-1258 is not listed on IDEAS
    41. repec:bla:jfinan:v:59:y:2004:i:3:p:1201-1234 is not listed on IDEAS
    42. Anand, Amber & Subrahmanyam, Avanidhar, 2008. "Information and the Intermediary: Are Market Intermediaries Informed Traders in Electronic Markets?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(1), pages 1-28, March.
    43. Paola Paiardini, 2010. "The Price Impact of Economic News, Private Information and Trading Intensity," Birkbeck Working Papers in Economics and Finance 1011, Birkbeck, Department of Economics, Mathematics & Statistics.
    44. Lehmann, Bruce N., 2002. "Some desiderata for the measurement of price discovery across markets," Journal of Financial Markets, Elsevier, vol. 5(3), pages 259-276, July.
    45. repec:bla:jfinan:v:59:y:2004:i:6:p:2623-2654 is not listed on IDEAS
    46. Tarun Chordia, 2005. "An Empirical Analysis of Stock and Bond Market Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 18(1), pages 85-129.
    47. Michael J. Fleming & Eli M. Remolona, 1999. "Price Formation and Liquidity in the U.S. Treasury Market: The Response to Public Information," Journal of Finance, American Finance Association, vol. 54(5), pages 1901-1915, October.
    48. Barassi, Marco R. & Caporale, Guglielmo Maria & Hall, Stephen G., 2005. "Interest rate linkages: a Kalman filter approach to detecting structural change," Economic Modelling, Elsevier, vol. 22(2), pages 253-284, March.
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    Cited by:

    1. Paiardini, Paola, 2014. "The impact of economic news on bond prices: Evidence from the MTS platform," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 302-322.
    2. Jakree Koosakul, 2016. "Daily Movements in the Thai Yield Curve: Fundamental and Non-Fundamental Drivers," PIER Discussion Papers 30, Puey Ungphakorn Institute for Economic Research.
    3. Edoardo Rainone, 2015. "Testing information diffusion in the decentralized unsecured market for euro funds," Temi di discussione (Economic working papers) 1022, Bank of Italy, Economic Research and International Relations Area.
    4. Paiardini, Paola, 2015. "Informed trading in parallel bond markets," Journal of Financial Markets, Elsevier, vol. 26(C), pages 103-121.
    5. Michele Leonardo Bianchi, 2018. "Are multi-factor Gaussian term structure models still useful? An empirical analysis on Italian BTPs," Papers 1805.09996, arXiv.org.
    6. Papavassiliou, Vassilios G. & Kinateder, Harald, 2021. "Information shares and market quality before and during the European sovereign debt crisis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 72(C).
    7. Jaehun CHOI & Hosung LIM & Rogelio Jr. MERCADO & Cyn-Young PARK, 2015. "Price Discovery and Foreign Participation in Korea's Government Bond Cash and Futures Markets," Working Papers 2015-8, Economic Research Institute, Bank of Korea.
    8. Rainone, Edoardo, 2020. "The network nature of over-the-counter interest rates," Journal of Financial Markets, Elsevier, vol. 47(C).
    9. Claudio Impenna & Paola Paiardini, 2019. "Informed trading in a two-tier market structure under financial distress," Discussion Papers 19-06, Department of Economics, University of Birmingham.
    10. Jakree Koosakul, 2016. "Daily Movements in the Thai Yield Curve: Fundamental and Non-Fundamental Drivers," PIER Discussion Papers 30., Puey Ungphakorn Institute for Economic Research, revised Jun 2016.

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    More about this item

    Keywords

    bonds markets; price discovery; order flow; market microstructure; financial crisis.;
    All these keywords.

    JEL classification:

    • G1 - Financial Economics - - General Financial Markets
    • G2 - Financial Economics - - Financial Institutions and Services

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