IDEAS home Printed from https://ideas.repec.org/a/eee/empfin/v41y2017icp118-139.html
   My bibliography  Save this article

Do short sellers exploit industry information?

Author

Listed:
  • Huszár, Zsuzsa R.
  • Tan, Ruth S.K.
  • Zhang, Weina

Abstract

This study provides new evidence about short sellers' trading strategies by showing that short sellers exploit firm information in combination with industry information in their trades. In industries with the highest aggregate shorted values, the most-shorted stocks earn about 1.535% lower abnormal returns than other highly shorted stocks in less shorted industries over the next six months. These results are likely driven by short sellers’ preference for complex industries with the highest profit potential. We also show that the aggregate shorted value at the industry level is able to predict important industry shifts, such as declines in sales and increased competition. Overall, our results suggest that short sellers help to reduce information complexity and improve economic efficiency at the industry level.

Suggested Citation

  • Huszár, Zsuzsa R. & Tan, Ruth S.K. & Zhang, Weina, 2017. "Do short sellers exploit industry information?," Journal of Empirical Finance, Elsevier, vol. 41(C), pages 118-139.
  • Handle: RePEc:eee:empfin:v:41:y:2017:i:c:p:118-139
    DOI: 10.1016/j.jempfin.2016.10.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927539816301165
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jempfin.2016.10.001?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Karl B. Diether & Kuan-Hui Lee & Ingrid M. Werner, 2009. "Short-Sale Strategies and Return Predictability," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 575-607, February.
    2. Hong, Harrison & Torous, Walter & Valkanov, Rossen, 2007. "Do industries lead stock markets?," Journal of Financial Economics, Elsevier, vol. 83(2), pages 367-396, February.
    3. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    4. 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.
    5. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    6. Asli Demeirgüç-Kunt & Ross Levine (ed.), 0. "Finance and Growth," Books, Edward Elgar Publishing, number 17119.
    7. Harrison Hong & José Scheinkman & Wei Xiong, 2006. "Asset Float and Speculative Bubbles," Journal of Finance, American Finance Association, vol. 61(3), pages 1073-1117, June.
    8. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    9. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    10. Gerard Hoberg & Gordon Phillips, 2010. "Real and Financial Industry Booms and Busts," Journal of Finance, American Finance Association, vol. 65(1), pages 45-86, February.
    11. Karel Hrazdil & Thomas Scott, 2013. "The role of industry classification in estimating discretionary accruals," Review of Quantitative Finance and Accounting, Springer, vol. 40(1), pages 15-39, January.
    12. Hemang Desai & K. Ramesh & S. Ramu Thiagarajan & Bala V. Balachandran, 2002. "An Investigation of the Informational Role of Short Interest in the Nasdaq Market," Journal of Finance, American Finance Association, vol. 57(5), pages 2263-2287, October.
    13. Marcin Kacperczyk & Clemens Sialm & Lu Zheng, 2005. "On the Industry Concentration of Actively Managed Equity Mutual Funds," Journal of Finance, American Finance Association, vol. 60(4), pages 1983-2011, August.
    14. Beck, Thorsten & Levine, Ross & Loayza, Norman, 2000. "Finance and the sources of growth," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 261-300.
    15. Fogel, Kathy & Morck, Randall & Yeung, Bernard, 2008. "Big business stability and economic growth: Is what's good for General Motors good for America?," Journal of Financial Economics, Elsevier, vol. 89(1), pages 83-108, July.
    16. Jonathan Brogaard & Terrence Hendershott & Ryan Riordan, 2014. "High-Frequency Trading and Price Discovery," The Review of Financial Studies, Society for Financial Studies, vol. 27(8), pages 2267-2306.
    17. Madhavan, Ananth, 2000. "Market microstructure: A survey," Journal of Financial Markets, Elsevier, vol. 3(3), pages 205-258, August.
    18. Luboš Pástor & Pietro Veronesi, 2009. "Technological Revolutions and Stock Prices," American Economic Review, American Economic Association, vol. 99(4), pages 1451-1483, September.
    19. Hameed, Allaudeen & Mian, G. Mujtaba, 2015. "Industries and Stock Return Reversals," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(1-2), pages 89-117, April.
    20. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    21. 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.
    22. 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.
    23. Au, Andrea S. & Doukas, John A. & Onayev, Zhan, 2009. "Daily short interest, idiosyncratic risk, and stock returns," Journal of Financial Markets, Elsevier, vol. 12(2), pages 290-316, May.
    24. Sanjeev Bhojraj & Charles M. C. Lee & Derek K. Oler, 2003. "What's My Line? A Comparison of Industry Classification Schemes for Capital Market Research," Journal of Accounting Research, Wiley Blackwell, vol. 41(5), pages 745-774, December.
    25. Kevin L. Kliesen, 1993. "Restructuring and economic growth: taking the long-term view," The Regional Economist, Federal Reserve Bank of St. Louis, July.
    26. Choi, Nicole & Sias, Richard W., 2009. "Institutional industry herding," Journal of Financial Economics, Elsevier, vol. 94(3), pages 469-491, December.
    27. Lucia Foster & John Haltiwanger & C. J. Krizan, 2006. "Market Selection, Reallocation, and Restructuring in the U.S. Retail Trade Sector in the 1990s," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 748-758, November.
    28. Owen A. Lamont & Jeremy C. Stein, 2004. "Aggregate Short Interest and Market Valuations," American Economic Review, American Economic Association, vol. 94(2), pages 29-32, May.
    29. Boehmer, Ekkehart & Huszar, Zsuzsa R. & Jordan, Bradford D., 2010. "The good news in short interest," Journal of Financial Economics, Elsevier, vol. 96(1), pages 80-97, April.
    30. Ronald C. Anderson & David M. Reeb & Wanli Zhao, 2012. "Family‐Controlled Firms and Informed Trading: Evidence from Short Sales," Journal of Finance, American Finance Association, vol. 67(1), pages 351-386, February.
    31. Gârleanu, Nicolae & Kogan, Leonid & Panageas, Stavros, 2012. "Displacement risk and asset returns," Journal of Financial Economics, Elsevier, vol. 105(3), pages 491-510.
    32. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Pedro A.C. Saffi & Carles Vergara‐Alert, 2020. "The Big Short: Short Selling Activity and Predictability in House Prices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 48(4), pages 1030-1073, December.
    2. Brockman, Paul & Luo, Juan & Xu, Limin, 2020. "The impact of short-selling pressure on corporate employee relations," Journal of Corporate Finance, Elsevier, vol. 64(C).
    3. Aharon, David Y. & Kizys, Renatas & Umar, Zaghum & Zaremba, Adam, 2023. "Did David win a battle or the war against Goliath? Dynamic return and volatility connectedness between the GameStop stock and the high short interest indices," Research in International Business and Finance, Elsevier, vol. 64(C).
    4. Chung, Chune Young & Liu, Chang & Wang, Kainan, 2021. "The big picture: The industry effect of short interest," International Review of Financial Analysis, Elsevier, vol. 76(C).
    5. Hu, Ting & Chi, Yanzhe, 2019. "Can short selling activity predict the future returns of non-shortable peer firms?," Pacific-Basin Finance Journal, Elsevier, vol. 53(C), pages 165-185.
    6. Huszár, Zsuzsa R. & Prado, Melissa Porras, 2019. "An analysis of over-the-counter and centralized stock lending markets," Journal of Financial Markets, Elsevier, vol. 43(C), pages 31-53.
    7. Noam Bergman & Tim Foxon, 2018. "Reorienting Finance Towards Energy Efficiency: The Case of UK Housing," SPRU Working Paper Series 2018-05, SPRU - Science Policy Research Unit, University of Sussex Business School.

    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. Chung, Chune Young & Liu, Chang & Wang, Kainan, 2021. "The big picture: The industry effect of short interest," International Review of Financial Analysis, Elsevier, vol. 76(C).
    2. Hanauer, Matthias X. & Lesnevski, Pavel & Smajlbegovic, Esad, 2023. "Surprise in short interest," Journal of Financial Markets, Elsevier, vol. 65(C).
    3. Comerton-Forde, Carole & Jones, Charles M. & Putniņš, Tālis J., 2016. "Shorting at close range: A tale of two types," Journal of Financial Economics, Elsevier, vol. 121(3), pages 546-568.
    4. Comerton-Forde, Carole & Do, Binh Huu & Gray, Philip & Manton, Tom, 2016. "Assessing the information content of short-selling metrics using daily disclosures," Journal of Banking & Finance, Elsevier, vol. 64(C), pages 188-204.
    5. Kelley Bergsma & Jitendra Tayal, 2019. "Short Interest and Lottery Stocks," Financial Management, Financial Management Association International, vol. 48(1), pages 187-227, March.
    6. Xu Guo & Chunchi Wu, 2022. "Short Selling Activity and Effects on Financial Markets and Corporate Decisions," Springer Books, in: Cheng-Few Lee & Alice C. Lee (ed.), Encyclopedia of Finance, edition 0, chapter 98, pages 2313-2340, Springer.
    7. Jank, Stephan & Roling, Christoph & Smajlbegovic, Esad, 2021. "Flying under the radar: The effects of short-sale disclosure rules on investor behavior and stock prices," Journal of Financial Economics, Elsevier, vol. 139(1), pages 209-233.
    8. Haiyan Jiang & Ahsan Habib & Mostafa Monzur Hasan, 2022. "Short Selling: A Review of the Literature and Implications for Future Research," European Accounting Review, Taylor & Francis Journals, vol. 31(1), pages 1-31, January.
    9. Wang, Xue & Yan, Xuemin (Sterling) & Zheng, Lingling, 2020. "Shorting flows, public disclosure, and market efficiency," Journal of Financial Economics, Elsevier, vol. 135(1), pages 191-212.
    10. Azhar Mohamad, 2017. "Seeking Negative Alphas Through Shorting," Global Business Review, International Management Institute, vol. 18(6), pages 1488-1506, December.
    11. Wu, Juan (Julie) & Zhang, Jianzhong (Andrew), 2019. "Short selling and market anomalies," Journal of Financial Markets, Elsevier, vol. 46(C).
    12. Steinbuks, J., 2008. "Financial constraints and firms' investment: results of a natural experiment measuring firm response to power interruption," Cambridge Working Papers in Economics 0844, Faculty of Economics, University of Cambridge.
    13. Jian Shi & Junbo Wang & Ting Zhang, 2017. "Are Short Sellers Informed? Evidence From Credit Rating Agency Announcements," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 40(2), pages 179-221, June.
    14. Rapach, David E. & Ringgenberg, Matthew C. & Zhou, Guofu, 2016. "Short interest and aggregate stock returns," Journal of Financial Economics, Elsevier, vol. 121(1), pages 46-65.
    15. Autore, Don M. & Hutton, Irena & Jiang, Danling & Outlaw, Dominque G., 2018. "Short interest as a signal to issue equity," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 797-815.
    16. Akbas, Ferhat & Meschke, Felix & Wintoki, M. Babajide, 2016. "Director networks and informed traders," Journal of Accounting and Economics, Elsevier, vol. 62(1), pages 1-23.
    17. Stratmann, Thomas & Welborn, John W., 2016. "Informed short selling, fails-to-deliver, and abnormal returns," Journal of Empirical Finance, Elsevier, vol. 38(PA), pages 81-102.
    18. Guo, Xu & Wu, Chunchi, 2019. "Short interest, stock returns and credit ratings," Journal of Banking & Finance, Elsevier, vol. 108(C).
    19. Greppmair, Stefan & Jank, Stephan & Smajlbegovic, Esad, 2023. "On the importance of fiscal space: Evidence from short sellers during the COVID-19 pandemic," Journal of Banking & Finance, Elsevier, vol. 147(C).
    20. Huszár, Zsuzsa R. & Prado, Melissa Porras, 2019. "An analysis of over-the-counter and centralized stock lending markets," Journal of Financial Markets, Elsevier, vol. 43(C), pages 31-53.

    More about this item

    Keywords

    Industry information; Industry restructuring; Pricing efficiency; Short selling;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

    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:eee:empfin:v:41:y:2017:i:c:p:118-139. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jempfin .

    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.