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Can convertible bond trading predict stock returns? Evidence from China

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  • Chen, Zhiyu
  • Xu, Yun
  • Wang, Yu

Abstract

This paper studies the information content of convertible bond trading in Chinese market. We construct a measure of the convertible bond order imbalance. The analysis shows that the convertible bond order imbalance positively and significantly predicts future stock returns. The results hold in both daily and 30-min frequencies. Our findings are robust by considering the stock price sensitivity of convertible bond. The predictability is of economic significance that the long-short trading strategy based on the convertible bond order imbalance generates an annual return of 17.54%. Moreover, the predictive relations varies with moneyness, conversion premium, limits to arbitrage, level of information asymmetry and maturity. Since stocks are subject to “T + 1” trading rule while convertible bonds are not in Chinese market, convertible bond market provides an alternative venue to gain stock exposures with less trading restrictions. We find that the stock order imbalance exhibits a weaker predictability on stock returns compared to the convertible bond order flows. Our findings suggest that convertible bond market plays an important role in discovering private information of stock prices.

Suggested Citation

  • Chen, Zhiyu & Xu, Yun & Wang, Yu, 2023. "Can convertible bond trading predict stock returns? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
  • Handle: RePEc:eee:pacfin:v:79:y:2023:i:c:s0927538x23000926
    DOI: 10.1016/j.pacfin.2023.102026
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    as
    1. Liwei Jin & Xianghui Yuan & Li Peiran & Hailun Xu & Feng Lian, 2023. "Option features and price discovery in convertible bonds," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 43(3), pages 384-403, March.
    2. Ron Kaniel & Gideon Saar & Sheridan Titman, 2008. "Individual Investor Trading and Stock Returns," Journal of Finance, American Finance Association, vol. 63(1), pages 273-310, February.
    3. Lin, William T. & Tsai, Shih-Chuan & Zheng, Zhenlong & Qiao, Shuai, 2018. "Retrieving aggregate information from option volume," International Review of Economics & Finance, Elsevier, vol. 55(C), pages 220-232.
    4. 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.
    5. Jun Pan & Allen M. Poteshman, 2006. "The Information in Option Volume for Future Stock Prices," The Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 871-908.
    6. Bian, Jiangze & Su, Tie & Wang, Jun, 2022. "Non-marketability and one-day selling lockup," Journal of Empirical Finance, Elsevier, vol. 65(C), pages 1-23.
    7. repec:bla:jfinan:v:59:y:2004:i:2:p:711-753 is not listed on IDEAS
    8. Lee, Charles M C & Ready, Mark J, 1991. "Inferring Trade Direction from Intraday Data," Journal of Finance, American Finance Association, vol. 46(2), pages 733-746, June.
    9. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    10. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    11. 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.
    12. Dermot P. Murphy & Ramabhadran S. Thirumalai, 2017. "Short†Term Return Predictability And Repetitive Institutional Net Order Activity," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 40(4), pages 455-477, December.
    13. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    14. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    15. Hu, Jianfeng, 2014. "Does option trading convey stock price information?," Journal of Financial Economics, Elsevier, vol. 111(3), pages 625-645.
    16. 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.
    17. Narayan, Paresh Kumar & Narayan, Seema & Westerlund, Joakim, 2015. "Do order imbalances predict Chinese stock returns? New evidence from intraday data," Pacific-Basin Finance Journal, Elsevier, vol. 34(C), pages 136-151.
    18. Stein, Jeremy C., 1992. "Convertible bonds as backdoor equity financing," Journal of Financial Economics, Elsevier, vol. 32(1), pages 3-21, August.
    19. Chordia, Tarun & Subrahmanyam, Avanidhar, 2004. "Order imbalance and individual stock returns: Theory and evidence," Journal of Financial Economics, Elsevier, vol. 72(3), pages 485-518, June.
    20. Qiao, Kenan & Dam, Lammertjan, 2020. "The overnight return puzzle and the “T+1” trading rule in Chinese stock markets," Journal of Financial Markets, Elsevier, vol. 50(C).
    21. Boone, Audra L. & White, Joshua T., 2015. "The effect of institutional ownership on firm transparency and information production," Journal of Financial Economics, Elsevier, vol. 117(3), pages 508-533.
    22. Lewis, Craig M. & Rogalski, Richard J. & Seward, James K., 2003. "Industry conditions, growth opportunities and market reactions to convertible debt financing decisions," Journal of Banking & Finance, Elsevier, vol. 27(1), pages 153-181, January.
    23. Merton, Robert C, 1973. "An Intertemporal Capital Asset Pricing Model," Econometrica, Econometric Society, vol. 41(5), pages 867-887, September.
    24. Jose A. Scheinkman & Wei Xiong, 2003. "Overconfidence and Speculative Bubbles," Journal of Political Economy, University of Chicago Press, vol. 111(6), pages 1183-1219, December.
    25. 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.
    26. Lin, William T. & Tsai, Shih-Chuan & Zheng, Zhenlong & Qiao, Shuai, 2017. "Does options trading convey information on futures prices?," The North American Journal of Economics and Finance, Elsevier, vol. 39(C), pages 182-196.
    27. 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.
    28. Pontiff, Jeffrey, 2006. "Costly arbitrage and the myth of idiosyncratic risk," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 35-52, October.
    29. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    30. Orie E. Barron & Mary Harris Stanford & Yong Yu, 2009. "Further Evidence on the Relation between Analysts' Forecast Dispersion and Stock Returns," Contemporary Accounting Research, John Wiley & Sons, vol. 26(2), pages 329-357, June.
    31. Qiu, Junfeng & Zhang, Yongli, 2013. "Convertible bonds with resettable conversion prices," Economic Modelling, Elsevier, vol. 31(C), pages 198-205.
    32. Li Pan & Ya Tang & Jianguo Xu, 2016. "Speculative Trading and Stock Returns," Review of Finance, European Finance Association, vol. 20(5), pages 1835-1865.
    33. Zhang, Bing, 2020. "T+1 trading mechanism causes negative overnight return," Economic Modelling, Elsevier, vol. 89(C), pages 55-71.
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    More about this item

    Keywords

    Convertible bond trading; Stock returns; Order imbalance; Predictability;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing
    • G17 - Financial Economics - - General Financial Markets - - - Financial Forecasting and Simulation

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