IDEAS home Printed from https://ideas.repec.org/p/iim/iimawp/14685.html
   My bibliography  Save this paper

Arbitrage constraints and behaviour of volatility components: Evidence from a natural experiment

Author

Listed:
  • Srivastava, Pranjal
  • Jacob, Joshy

Abstract

Short-selling constraints are known to impede information flow into the financial markets, particularly that of negative information. We employ “Regulation SHO” as a natural experiment to examine how the lowering of short sale constraints impacts the information flow. Specifically, we investigate whether large and small volatility jumps significantly change around the regulatory change, for the treated (Pilot) and control-group (non-Pilot) stocks. We find that large (small) jumps significantly decline (rise) as an outcome of the relaxation of short sale constraints, despite an increase in the variance of the Pilot stocks. The decline in the intensity of large jumps and the simultaneous increase in the intensity of small jumps suggest more efficient information flow into the market. Furthermore, the decline is larger for firms facing greater short-sale constraints, indicating that the impact of short-sale constraints are more pronounced for them. Implying that the change in the jump components is brought about by the easing of the short sale constraints, we also find that the decline in the large jump intensity is higher for firms with lower conservatism in information disclosure.

Suggested Citation

  • Srivastava, Pranjal & Jacob, Joshy, 2022. "Arbitrage constraints and behaviour of volatility components: Evidence from a natural experiment," IIMA Working Papers WP 2022-10-01, Indian Institute of Management Ahmedabad, Research and Publication Department.
  • Handle: RePEc:iim:iimawp:14685
    as

    Download full text from publisher

    File URL: https://www.iima.ac.in/sites/default/files/rnpfiles/0682876823-2022-10-01.pdf
    File Function: English Version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Segal, Gill & Shaliastovich, Ivan & Yaron, Amir, 2015. "Good and bad uncertainty: Macroeconomic and financial market implications," Journal of Financial Economics, Elsevier, vol. 117(2), pages 369-397.
    2. Das, Sanjiv R., 2002. "The surprise element: jumps in interest rates," Journal of Econometrics, Elsevier, vol. 106(1), pages 27-65, January.
    3. Alexeev, Vitali & Urga, Giovanni & Yao, Wenying, 2019. "Asymmetric jump beta estimation with implications for portfolio risk management," International Review of Economics & Finance, Elsevier, vol. 62(C), pages 20-40.
    4. Melissa Porras Prado & Pedro A. C. Saffi & Jason Sturgess, 2016. "Ownership Structure, Limits to Arbitrage, and Stock Returns: Evidence from Equity Lending Markets," The Review of Financial Studies, Society for Financial Studies, vol. 29(12), pages 3211-3244.
    5. Aman, Hiroyuki, 2013. "An analysis of the impact of media coverage on stock price crashes and jumps: Evidence from Japan," Pacific-Basin Finance Journal, Elsevier, vol. 24(C), pages 22-38.
    6. Karl B. Diether & Kuan‐Hui Lee & Ingrid M. Werner, 2009. "It's SHO Time! Short‐Sale Price Tests and Market Quality," Journal of Finance, American Finance Association, vol. 64(1), pages 37-73, February.
    7. Andrew J. Patton & Kevin Sheppard, 2015. "Good Volatility, Bad Volatility: Signed Jumps and The Persistence of Volatility," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 683-697, July.
    8. Torben G. Andersen & Luca Benzoni & Jesper Lund, 2002. "An Empirical Investigation of Continuous‐Time Equity Return Models," Journal of Finance, American Finance Association, vol. 57(3), pages 1239-1284, June.
    9. Yong Chen & Zhi Da & Dayong Huang, 2019. "Arbitrage Trading: The Long and the Short of It," The Review of Financial Studies, Society for Financial Studies, vol. 32(4), pages 1608-1646.
    10. Massa, Massimo & Qian, Wenlan & Xu, Weibiao & Zhang, Hong, 2015. "Competition of the informed: Does the presence of short sellers affect insider selling?," Journal of Financial Economics, Elsevier, vol. 118(2), pages 268-288.
    11. Boudt, Kris & Petitjean, Mikael, 2014. "Intraday liquidity dynamics and news releases around price jumps: Evidence from the DJIA stocks," Journal of Financial Markets, Elsevier, vol. 17(C), pages 121-149.
    12. Evans, Kevin P., 2011. "Intraday jumps and US macroeconomic news announcements," Journal of Banking & Finance, Elsevier, vol. 35(10), pages 2511-2527, October.
    13. repec:oup:revfin:v:29:y:2016:i:12:p:3211-3244. is not listed on IDEAS
    14. Yeh, Jin-Huei & Chen, Lien-Chuan, 2014. "Stabilizing the market with short sale constraint? New evidence from price jump activities," Finance Research Letters, Elsevier, vol. 11(3), pages 238-246.
    15. Arturo Bris & William N. Goetzmann & Ning Zhu, 2007. "Efficiency and the Bear: Short Sales and Markets Around the World," Journal of Finance, American Finance Association, vol. 62(3), pages 1029-1079, June.
    16. Alessandro Beber & Michael W. Brandt, 2010. "When It Cannot Get Better or Worse: The Asymmetric Impact of Good and Bad News on Bond Returns in Expansions and Recessions," Review of Finance, European Finance Association, vol. 14(1), pages 119-155.
    17. Rangel, José Gonzalo, 2011. "Macroeconomic news, announcements, and stock market jump intensity dynamics," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1263-1276, May.
    18. Kim, Myung-Jig & Oh, Young-Ho & Brooks, Robert, 1994. "Are Jumps in Stock Returns Diversifiable? Evidence and Implications for Option Pricing," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 29(4), pages 609-631, December.
    19. Neil Shephard & Silja Kinnebrock & Ole E. Barndorff-Neilsen, 2008. "Measuring downside risk - realised semivariance," Economics Series Working Papers 382, University of Oxford, Department of Economics.
    20. Ekkehart Boehmer & Juan (Julie) Wu, 2013. "Short Selling and the Price Discovery Process," The Review of Financial Studies, Society for Financial Studies, vol. 26(2), pages 287-322.
    21. 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.
    22. Deng, Xiaohu & Gao, Lei & Kim, Jeong-Bon, 2020. "Short-sale constraints and stock price crash risk: Causal evidence from a natural experiment," Journal of Corporate Finance, Elsevier, vol. 60(C).
    23. Chang, Eric C. & Luo, Yan & Ren, Jinjuan, 2014. "Short-selling, margin-trading, and price efficiency: Evidence from the Chinese market," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 411-424.
    24. John M. Maheu & Thomas H. McCurdy, 2004. "News Arrival, Jump Dynamics, and Volatility Components for Individual Stock Returns," Journal of Finance, American Finance Association, vol. 59(2), pages 755-793, April.
    25. 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.
    26. Alexander, Gordon J. & Peterson, Mark A., 2008. "The effect of price tests on trader behavior and market quality: An analysis of Reg SHO," Journal of Financial Markets, Elsevier, vol. 11(1), pages 84-111, February.
    27. Gustavo Grullon & Sébastien Michenaud & James P. Weston, 2015. "The Real Effects of Short-Selling Constraints," The Review of Financial Studies, Society for Financial Studies, vol. 28(6), pages 1737-1767.
    28. Bollerslev, Tim & Li, Sophia Zhengzi & Todorov, Viktor, 2016. "Roughing up beta: Continuous versus discontinuous betas and the cross section of expected stock returns," Journal of Financial Economics, Elsevier, vol. 120(3), pages 464-490.
    29. Jones, Charles M. & Lamont, Owen A., 2002. "Short-sale constraints and stock returns," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 207-239.
    30. Khan, Mozaffar & Watts, Ross L., 2009. "Estimation and empirical properties of a firm-year measure of accounting conservatism," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 132-150, December.
    31. Yongqiang Chu & David Hirshleifer & Liang Ma, 2020. "The Causal Effect of Limits to Arbitrage on Asset Pricing Anomalies," Journal of Finance, American Finance Association, vol. 75(5), pages 2631-2672, October.
    32. Hong Miao & Sanjay Ramchander & J. Kenton Zumwalt, 2014. "S&P 500 Index‐Futures Price Jumps and Macroeconomic News," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 34(10), pages 980-1001, October.
    33. Pedro A. C. Saffi & Kari Sigurdsson, 2011. "Price Efficiency and Short Selling," The Review of Financial Studies, Society for Financial Studies, vol. 24(3), pages 821-852.
    34. Yinghua Li & Liandong Zhang, 2015. "Short Selling Pressure, Stock Price Behavior, and Management Forecast Precision: Evidence from a Natural Experiment," Journal of Accounting Research, Wiley Blackwell, vol. 53(1), pages 79-117, March.
    35. Ole E. Barndorff-Nielsen & Silja Kinnebrock & Neil Shephard, 2008. "Measuring downside risk-realised semivariance," Economics Papers 2008-W02, Economics Group, Nuffield College, University of Oxford.
    36. Duong, Diep & Swanson, Norman R., 2015. "Empirical evidence on the importance of aggregation, asymmetry, and jumps for volatility prediction," Journal of Econometrics, Elsevier, vol. 187(2), pages 606-621.
    37. Denis Gromb & Dimitri Vayanos, 2010. "Limits of Arbitrage," Annual Review of Financial Economics, Annual Reviews, vol. 2(1), pages 251-275, December.
    38. Alan D Crane & Kevin Crotty & Sébastien Michenaud & Patricia Naranjo, 2019. "The Causal Effects of Short-Selling Bans: Evidence from Eligibility Thresholds," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 9(1), pages 137-170.
    39. Gong, Rong, 2020. "Short selling threat and corporate financing decisions," Journal of Banking & Finance, Elsevier, vol. 118(C).
    40. Bomfim, Antulio N., 2003. "Pre-announcement effects, news effects, and volatility: Monetary policy and the stock market," Journal of Banking & Finance, Elsevier, vol. 27(1), pages 133-151, January.
    41. Tauchen, George & Zhou, Hao, 2011. "Realized jumps on financial markets and predicting credit spreads," Journal of Econometrics, Elsevier, vol. 160(1), pages 102-118, January.
    42. Zhou, Chunsheng, 2001. "The term structure of credit spreads with jump risk," Journal of Banking & Finance, Elsevier, vol. 25(11), pages 2015-2040, November.
    43. Boehmer, Ekkehart & Jones, Charles M. & Zhang, Xiaoyan, 2020. "Potential pilot problems: Treatment spillovers in financial regulatory experiments," Journal of Financial Economics, Elsevier, vol. 135(1), pages 68-87.
    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. Boulton, Thomas J. & Smart, Scott B. & Zutter, Chad J., 2020. "Worldwide short selling regulations and IPO underpricing," Journal of Corporate Finance, Elsevier, vol. 62(C).
    2. Wang, Yuchen & Wang, Xiaoming, 2023. "Economic policy uncertainty and information intermediary: The case of short seller," Economic Modelling, Elsevier, vol. 120(C).
    3. Larry Su & Elmina Homapour & Francisco Chiclana, 2022. "Short-Sale Constraints and Stock Prices: Evidence from Implementation of Securities Refinancing Mechanism in Chinese Stock Markets," Mathematics, MDPI, vol. 10(17), pages 1-21, September.
    4. Bessler, Wolfgang & Vendrasco, Marco, 2022. "Short-selling restrictions and financial stability in Europe: Evidence from the Covid-19 crisis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 80(C).
    5. 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).
    6. Chen, Yong & Da, Zhi & Huang, Dayong, 2022. "Short selling efficiency," Journal of Financial Economics, Elsevier, vol. 145(2), pages 387-408.
    7. Meng, Qingbin & Huang, Haozheng & Li, Xinyu & Wang, Song, 2023. "Short-selling and corporate default risk: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 87(C), pages 398-417.
    8. Chang, Eric C. & Lin, Tse-Chun & Ma, Xiaorong, 2019. "Does short-selling threat discipline managers in mergers and acquisitions decisions?," Journal of Accounting and Economics, Elsevier, vol. 68(1).
    9. Chen, Shenglan & Chou, Robin K. & Liu, Xiaoling & Wu, Yuhui, 2020. "Deregulation of short-selling constraints and cost of bank loans: Evidence from a quasi-natural experiment," Pacific-Basin Finance Journal, Elsevier, vol. 64(C).
    10. Tianyu Cai & Lixiong Guo & Yongxian Tan, 2024. "Short seller monitoring and real earnings management," The Financial Review, Eastern Finance Association, vol. 59(1), pages 203-225, February.
    11. Blau, Benjamin M. & Van Ness, Robert A. & Warr, Richard S., 2012. "Short selling of ADRs and foreign market short-sale constraints," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 886-897.
    12. Jiang, Haiyan & Jia, Jing, 2021. "Short selling and future cash flow predictability of capital investment: Evidence from Australia," Journal of Contemporary Accounting and Economics, Elsevier, vol. 17(1).
    13. Cereda, Fábio & Chague, Fernando & De-Losso, Rodrigo & Genaro, Alan & Giovannetti, Bruno, 2022. "Price transparency in OTC equity lending markets: Evidence from a loan fee benchmark," Journal of Financial Economics, Elsevier, vol. 143(1), pages 569-592.
    14. Franzoni, Francesco & Di Maggio, Marco & Massa, Massimo & Tubaldi, Roberto, 2019. "Strategic Trading as a Response to Short Sellers," CEPR Discussion Papers 13812, C.E.P.R. Discussion Papers.
    15. Deng, Xiaohu & Gao, Lei & Kim, Jeong-Bon, 2020. "Short-sale constraints and stock price crash risk: Causal evidence from a natural experiment," Journal of Corporate Finance, Elsevier, vol. 60(C).
    16. Yongqiang Chu & David Hirshleifer & Liang Ma, 2020. "The Causal Effect of Limits to Arbitrage on Asset Pricing Anomalies," Journal of Finance, American Finance Association, vol. 75(5), pages 2631-2672, October.
    17. Bui, Dien Giau & Hasan, Iftekhar & Lin, Chih-Yung & Nguyen, Hong Thoa, 2023. "Short-selling threats and bank risk-taking: Evidence from the financial crisis," Journal of Banking & Finance, Elsevier, vol. 150(C).
    18. Glenn Kit Foong Ho & Sirimon Treepongkaruna & Marvin Wee & Chaiyuth Padungsaksawasdi, 2022. "The effect of short selling on volatility and jumps," Australian Journal of Management, Australian School of Business, vol. 47(1), pages 34-52, February.
    19. Stephie Tsai, Hsin-Ju & Wu, Yuliang & Xu, Bin, 2021. "Does capital market drive corporate investment efficiency? Evidence from equity lending supply," Journal of Corporate Finance, Elsevier, vol. 69(C).
    20. 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.

    More about this item

    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:iim:iimawp:14685. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/eciimin.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.