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Capturing the straw in the wind: do short sellers trade on customer information?

Author

Listed:
  • In-Mu Haw

    (Texas Christian University)

  • Wenming Wang

    (Zhejiang University)

  • Wenlan Zhang

    (Dongbei University of Finance and Economics)

  • Xu Zhang

    (University of Macau)

Abstract

This study investigates whether short sellers trade the stocks of suppliers on customer information. Using the daily short-selling data derived from the Trades and Quotes-Regulation SHO database, we find that short sellers exploit the earnings news of major customers to trade the supplier stocks. Our cross-sectional tests show that short sellers’ trading on customer information is reduced when the suppliers and customers have common analysts or a higher percentage of common transient institutional investors, and is exacerbated for supplier–customer pairs when the supplier is more economically linked with the customer or when the short-sale constraint of the supplier is lower. Further analyses indicate that though short sellers’ trading on customer information is mainly driven by their superior ability to interpret the public information of the customers, we find some evidence that short sellers trade on private information of the customers. This study identifies the intermediary role of short sellers in incorporating customer-specific information into the supplier’s stock price and mitigating the supplier–customer anomaly. It adds to a growing body of studies on information transfer along supply chains.

Suggested Citation

  • In-Mu Haw & Wenming Wang & Wenlan Zhang & Xu Zhang, 2022. "Capturing the straw in the wind: do short sellers trade on customer information?," Review of Quantitative Finance and Accounting, Springer, vol. 58(4), pages 1363-1394, May.
  • Handle: RePEc:kap:rqfnac:v:58:y:2022:i:4:d:10.1007_s11156-021-01027-7
    DOI: 10.1007/s11156-021-01027-7
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    1. Doron Israeli & Charles M. C. Lee & Suhas A. Sridharan, 2017. "Is there a dark side to exchange traded funds? An information perspective," Review of Accounting Studies, Springer, vol. 22(3), pages 1048-1083, September.
    2. Hui, Kai Wai & Klasa, Sandy & Yeung, P. Eric, 2012. "Corporate suppliers and customers and accounting conservatism," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 115-135.
    3. Intintoli, Vincent J. & Serfling, Matthew & Shaikh, Sarah, 2017. "CEO Turnovers and Disruptions in Customer–Supplier Relationships," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(6), pages 2565-2610, December.
    4. Jonathan M. Karpoff & Xiaoxia Lou, 2010. "Short Sellers and Financial Misconduct," Journal of Finance, American Finance Association, vol. 65(5), pages 1879-1913, October.
    5. C. Edward Fee & Charles J. Hadlock & Shawn Thomas, 2006. "Corporate Equity Ownership and the Governance of Product Market Relationships," Journal of Finance, American Finance Association, vol. 61(3), pages 1217-1251, June.
    6. Eunju Lee, 2016. "Short selling and market mispricing," Review of Quantitative Finance and Accounting, Springer, vol. 47(3), pages 797-833, October.
    7. Ekkehart Boehmer & Charles M Jones & Juan (Julie) Wu & Xiaoyan Zhang, 2020. "What Do Short Sellers Know?," Review of Finance, European Finance Association, vol. 24(6), pages 1203-1235.
    8. Shleifer, Andrei & Vishny, Robert W, 1997. "The Limits of Arbitrage," Journal of Finance, American Finance Association, vol. 52(1), pages 35-55, March.
    9. Shail Pandit & Charles E. Wasley & Tzachi Zach, 2011. "Information Externalities along the Supply Chain: The Economic Determinants of Suppliers’ Stock Price Reaction to Their Customers’ Earnings Announcements," Contemporary Accounting Research, John Wiley & Sons, vol. 28(4), pages 1304-1343, December.
    10. Kolay, Madhuparna & Lemmon, Michael & Tashjian, Elizabeth, 2016. "Spreading the Misery? Sources of Bankruptcy Spillover in the Supply Chain," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(6), pages 1955-1990, December.
    11. Xuemin (Sterling) Yan & Zhe Zhang, 2009. "Institutional Investors and Equity Returns: Are Short-term Institutions Better Informed?," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 893-924, February.
    12. Bhattacharyya, Sugato & Nain, Amrita, 2011. "Horizontal acquisitions and buying power: A product market analysis," Journal of Financial Economics, Elsevier, vol. 99(1), pages 97-115, January.
    13. Geczy, Christopher C. & Musto, David K. & Reed, Adam V., 2002. "Stocks are special too: an analysis of the equity lending market," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 241-269.
    14. Lauren Cohen & Andrea Frazzini, 2008. "Economic Links and Predictable Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1977-2011, August.
    15. Peter Moran, 2005. "Structural vs. relational embeddedness: social capital and managerial performance," Strategic Management Journal, Wiley Blackwell, vol. 26(12), pages 1129-1151, December.
    16. Alldredge, Dallin M. & Cicero, David C., 2015. "Attentive insider trading," Journal of Financial Economics, Elsevier, vol. 115(1), pages 84-101.
    17. Asquith, Paul & Pathak, Parag A. & Ritter, Jay R., 2005. "Short interest, institutional ownership, and stock returns," Journal of Financial Economics, Elsevier, vol. 78(2), pages 243-276, November.
    18. Engelberg, Joseph E. & Reed, Adam V. & Ringgenberg, Matthew C., 2012. "How are shorts informed?," Journal of Financial Economics, Elsevier, vol. 105(2), pages 260-278.
    19. Brown, Stephen & Hillegeist, Stephen A. & Lo, Kin, 2004. "Conference calls and information asymmetry," Journal of Accounting and Economics, Elsevier, vol. 37(3), pages 343-366, September.
    20. Bao, Jack & Hou, Kewei & Zhang, Shaojun, 2023. "Systematic default and return predictability in the stock and bond markets," Journal of Financial Economics, Elsevier, vol. 149(3), pages 349-377.
    21. Safieddine, Assem & Wilhelm, William J, Jr, 1996. "An Empirical Investigation of Short-Selling Activity Prior to Seasoned Equity Offerings," Journal of Finance, American Finance Association, vol. 51(2), pages 729-749, June.
    22. Lior Menzly & Oguzhan Ozbas, 2010. "Market Segmentation and Cross‐predictability of Returns," Journal of Finance, American Finance Association, vol. 65(4), pages 1555-1580, August.
    23. Kutsuna, Kenji & Smith, Janet Kiholm & Smith, Richard & Yamada, Kazuo, 2016. "Supply-chain spillover effects of IPOs," Journal of Banking & Finance, Elsevier, vol. 64(C), pages 150-168.
    24. Robert F. Stambaugh & Jianfeng Yu & Yu Yuan, 2015. "Arbitrage Asymmetry and the Idiosyncratic Volatility Puzzle," Journal of Finance, American Finance Association, vol. 70(5), pages 1903-1948, October.
    25. Hertzel, Michael G. & Li, Zhi & Officer, Micah S. & Rodgers, Kimberly J., 2008. "Inter-firm linkages and the wealth effects of financial distress along the supply chain," Journal of Financial Economics, Elsevier, vol. 87(2), pages 374-387, February.
    26. Maggie Chuoyan Dong & Zhiqiang Liu & Yimin Yu & Jin-Hui Zheng, 2015. "Opportunism in Distribution Networks: The Role of Network Embeddedness and Dependence," Production and Operations Management, Production and Operations Management Society, vol. 24(10), pages 1657-1670, October.
    27. von Beschwitz, Bastian & Chuprinin, Oleg & Massa, Massimo, 2017. "Why Do Short Sellers Like Qualitative News?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(2), pages 645-675, April.
    28. repec:bla:jfinan:v:59:y:2004:i:4:p:1845-1876 is not listed on IDEAS
    29. Dechow, Patricia M. & Hutton, Amy P. & Meulbroek, Lisa & Sloan, Richard G., 2001. "Short-sellers, fundamental analysis, and stock returns," Journal of Financial Economics, Elsevier, vol. 61(1), pages 77-106, July.
    30. Diamond, Douglas W, 1985. "Optimal Release of Information by Firms," Journal of Finance, American Finance Association, vol. 40(4), pages 1071-1094, September.
    31. Kim, Jeong-Bon & Song, Byron Y. & Zhang, Yue, 2015. "Earnings performance of major customers and bank loan contracting with suppliers," Journal of Banking & Finance, Elsevier, vol. 59(C), pages 384-398.
    32. Shantanu Banerjee & Sudipto Dasgupta & Yungsan Kim, 2008. "Buyer–Supplier Relationships and the Stakeholder Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 63(5), pages 2507-2552, October.
    33. Joshua Madsen, 2017. "Anticipated Earnings Announcements and the Customer–Supplier Anomaly," Journal of Accounting Research, Wiley Blackwell, vol. 55(3), pages 709-741, June.
    34. Chen, Long & Zhang, Gaiyan & Zhang, Weina, 2016. "Return predictability in the corporate bond market along the supply chain," Journal of Financial Markets, Elsevier, vol. 29(C), pages 66-86.
    35. Siu Kai Choy & Hua Zhang, 2019. "Public news announcements, short-sale restriction and informational efficiency," Review of Quantitative Finance and Accounting, Springer, vol. 52(1), pages 197-229, January.
    36. Nagel, Stefan, 2005. "Short sales, institutional investors and the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 78(2), pages 277-309, November.
    37. Fee, C. Edward & Thomas, Shawn, 2004. "Sources of gains in horizontal mergers: evidence from customer, supplier, and rival firms," Journal of Financial Economics, Elsevier, vol. 74(3), pages 423-460, December.
    38. Christophe, Stephen E. & Ferri, Michael G. & Hsieh, Jim, 2010. "Informed trading before analyst downgrades: Evidence from short sellers," Journal of Financial Economics, Elsevier, vol. 95(1), pages 85-106, January.
    39. Massoud, Nadia & Nandy, Debarshi & Saunders, Anthony & Song, Keke, 2011. "Do hedge funds trade on private information? Evidence from syndicated lending and short-selling," Journal of Financial Economics, Elsevier, vol. 99(3), pages 477-499, March.
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    More about this item

    Keywords

    Short selling; Supplier–customer relationship; Earnings announcement; Information environment; Public information; Private information;
    All these keywords.

    JEL classification:

    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G2 - Financial Economics - - Financial Institutions and Services

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