题名

台灣股市賣空共移與總合賣空交易的預測能力

并列篇名

Commonality in Short Selling and Predictability of Aggregate Short Selling in Taiwan Stock Market

DOI

10.29416/JMS.201810_25(4).0002

作者

王子湄(Zi-Mei Wang);林怡君(Yi-Chun Lin)

关键词

賣空共移 ; 總合賣空交易 ; 法人 ; 市場情緒 ; Commonality in Short Selling ; Aggregate Short Selling ; Institutional Investor ; Investor Sentiment

期刊名称

管理與系統

卷期/出版年月

25卷4期(2018 / 10 / 01)

页次

493 - 535

内容语文

繁體中文

中文摘要

本文從整體市場層次出發,利用台灣股市散戶融券賣空與法人借券賣空交易,探討賣空者能否掌握較佳的整體市場資訊。首先,我們觀察到賣空共移現象,亦即個股融(借)券賣空活動會隨著整體市場以及同產業賣空活動一起增減。總合融(借)券賣空與未來短期大盤報 酬有顯著的正(負)相關,比起空頭市場,多頭期間總合融(借)券賣空與未來大盤走勢有更強烈的關係。另外,台灣股市在市場發生大變動時會採取暫時性的賣空限制政策,這種政策性調整會降低整體法人借券賣出對大盤走勢的預測能力。散戶因為無法正確掌握整體市場的盈餘宣告內容、重要經濟指標表現以及市場情緒,使得總合融券水準成為未來大盤走勢的反向指標。相反地,法人能掌握較佳的整體市場資訊,當總合借券賣出增加時,未來大部分公司的盈餘宣告內容將比市場預期來得差,而且法人能正確掌握整體市場情緒變化。

英文摘要

This paper investigates whether aggregate short selling contains information about the future market return by using individual and institutional investor's short selling in Taiwan stock market. Evidence shows that short sales in individual stocks co-move significantly with both market- and industry-aggregated short sales no matter of individual or institutional investors. The institutional (individual) investors' daily aggregate shorting flows are negatively (positively) related to future market return. The above mentioned relationship is stronger in the bullish period. Taiwan stock market adopted some temporary short-sale restrictions when market is too highly volatile and such restrictions would decrease the informativeness of institutional investors' aggregate shorting flows. Individual investors are noise trading about the state of economy and investor sentiment. On the contrary, institutional investors possess superior market-wide information about future aggregate earnings news and the investor sentiment.

主题分类 基礎與應用科學 > 統計
社會科學 > 財金及會計學
社會科學 > 管理學
参考文献
  1. 張子溥、吳孟道、林建甫(2014)。台灣證券市場流動性的跨國比較分析。兩岸金融季刊,2(2),45-68。
    連結:
  2. 張眾卓、鄭揚耀、王明昌、蔡宜靜(2014)。放空價格限制措施對證券市場品質的影響。證券市場發展季刊,26(1),147-182。
    連結:
  3. 蔡佩蓉、王元章、張眾卓(2009)。投資人情緒公司特徵與台灣股票報酬之研究。經濟研究期刊,45(2),273-322。
    連結:
  4. 謝文良、林苑宜(2012)。台灣股市之流動性共變現象。證券市場發展季刊,24(4),135-186。
    連結:
  5. Ali, A.,Hwang, L. S.,Trombley, M. A.(2001).Accruals and Ruture Stock Returns: Tests of the Naïve Investor Hypothesis.Journal of Accounting, Auditing and Finance,15(2),161-181.
  6. Amihud, Y.,Mendelson, H.(1986).Asset Pricing and the Bid-ask Spread.Journal of Financial Economics,17(2),223-249.
  7. Asquith, P. and Meulbroek, L., “An Empirical Investigation of Short Interest,” Working paper, M.I.T., Harvard University, 1995.
  8. Asquith, P.,Pathak, A.,Ritter, J.(2005).Short Interest, Institutional Ownership, and Stock Returns.Journal of Financial Economics,78,243-276.
  9. Baker, M.,Savasoglu, S.(2002).Limited Arbitrage in Mergers and Acquisitions.Journal of Financial Economics,64,91-115.
  10. Baker, M.,Wurgler, J.(2007).Investor Sentiment in the Stock Market.Journal of Economic Perspectives,21(2),129-152.
  11. Baker, M.,Wurgler, J.(2006).Investor Sentiment and Cross-section of Stock Returns.Journal of Finance,61(4),1645-1680.
  12. Barber, B. M.,Odean, T.(2008).All That Glitters: The Effect of Attention and News on the Buying Behavior of Individual and Institutional Investors.Review of Financial Studies,21(2),785-818.
  13. Basher, S. A.,Sadorsky, P.(2006).Oil Price Risk and Emerging Stock Markets.Global Finance Journal,17(2),224-251.
  14. Boehmer, E.,Jones, C. M.,Zhang, X.(2008).Which Shorts are Informed?.Journal of Finance,63(2),491-527.
  15. Boehmer, E., Jones, C. M., and Zhang, X., “What Do Short Sellers Know?” Working paper, EDHEC Business School, 2012.
  16. Boehmer, E.,Wu, J.(2013).Short Selling and the Price Discovery Process.The Review of Financial Studies,26(2),287-322.
  17. Bollen, N.,Busse, J.(2001).On the Timing Ability of Mutual Fund Managers.Journal of Finance,56,1075-1094.
  18. Brixner, J. W.,Walter, A.(2007).Stock Prices and the Dissemination of Second-hand Information: New Evidence from Germany.Applied Economics Letters,14,91-94.
  19. Brown, G. W.,Cliff, M. T.(2005).Investor Sentiment and Asset Valuation.Journal of Business,78,405-440.
  20. Chakrabarty, B.,Moulton, P.,Shkilko, A.(2012).Short Sales, Long Dales, and the Lee-Ready Trade Classification Algorithm Revisited.Journal of Financial Markets,15,467-491.
  21. Chang, E. C.,Cheng, J. W.,Yu, Y.(2007).Short-Sales Constraints and Price Discovery: Evidence from the Hong Kong Market.The Journal of Finance,67(5),2097-2121.
  22. Chen, S. S.(2011).Lack of Consumer Confidence and Stock Returns.Journal of Empirical Finance,18(2),225-236.
  23. Chordia, T.,Roll, R.,Subrahmanyam, A.(2000).Commonality in Liquidity.Journal of Financial Economics,56,3-28.
  24. Christophe, S. E.,Ferri, M. G.,Angel, J. J.(2004).Short-Selling Prior to Earnings Announcements.Journal of Finance,59,1845-1876.
  25. Christophe, S.,Ferri, M. G.,Hsieh, J.(2010).Informed Trading before Analyst Downgrades: Evidence from Short Sellers.Journal of Financial Economics,95,85-106.
  26. Curtis, A. and Fargher, N., “Does Short-Selling Amplify Price Declines or Align Stocks with Their Fundamental Values?” Working Paper, University of Utah and the Australian National University, 2008.
  27. D'Avolio, G.(2002).The Market for Borrowing Stock.Journal of Financial Economics,66,271-306.
  28. Dechow, P.,Hutton, A.,Meulbroek, L.,Sloan, R.(2001).Short-Sellers, Fundamental Analysis and Stock Returns.Journal of Financial Economics,61,77-106.
  29. DeLong, J. B.,Shleifer, A.,Summers, L. H.,Waldmann, R. J.(1990).Noise Trader Risk in Financial Markets.Journal of Political Economy,98,703-738.
  30. Desai, H.,Krishnamurthy, S.,Venkataramaran, K.(2006).Do Short Sellers Target Firms with Poor Earnings Quality? Evidence from Earnings Restatements.Review of Accounting Studies,11(1),71-90.
  31. Desai, H.,Thiagarajan, S. R.,Ramesh, K.,Balachandran, B. V.(2002).An Investigation of the Information Role of Short Interest in the Nasdaq Market.Journal of Finance,57,2263-2287.
  32. Diamond, D. W.,Verrecchia, R. E.(1987).Constraints on Short-Selling and Asset Price Adjustment to Private Information.Journal of Financial Economics,18,277-311.
  33. Diether, K. B.,Lee, K.,Werner, I. M.(2009).Short-Selling Strategies and Return Predictability.Review of Financial Studies,22(7),575-607.
  34. Efendi, J., Kinney, M., and Swanson, E., “Can Short Sellers Predict Accounting Restatements?” Working paper, Texas AandM University, 2005.
  35. Engelberg, J.,Sasseville, C.,Williams, J.(2012).Market Madness? The Case of Mad Money.Journal of Management Science,58(2),351-364.
  36. Fama, E. F.,MacBeth, J. D.(1973).Risk, Return, and Equilibrium : Empirical Tests.Journal of Political Economy,81(3),607-636.
  37. Fama, E.,French, K.(1989).Business Conditions and Expected Returns on Stocks and Bonds.Journal of Financial Economics,25,23-49.
  38. Ferson, W. E.,Harvey, C. R.(1999).Conditioning Variables and the Cross Section of Stock Returns.Journal of Finance,54(4),1325-1360.
  39. Fisher, K. L.,Statman, M.(2000).Investor Sentiment and Stock Returns.Financial Analysts Journal,56(2),16-23.
  40. Francis, J., Venkatachalam, M., and Zhang, Y., “Do Short Sellers Convey Information about Changes in Fundamentals or Risk?” Working Paper, Fuqua. School of Business, 2005.
  41. Geczy, C. C.,Musto, D. K.,Reed, A. V.(2002).Stocks are Special Too: An Analysis of the Equity Lending Market.Journal of Financial Economics,66(2),241-269.
  42. Grossman, S. J.,Miller, M. H.(1988).Liquidity and Market Structure.Journal of Finance,43(3),617-33.
  43. Harrison, J. M.,Kreps, D.(1978).Speculative Investor Behavior in a Stock Market with Heterogeneous Expectations.The Quarterly Journal of Economics,92(2),323-336.
  44. Hasbrouck, J.,Seppi, D.J.(2001).Common Factors in Prices, Order Flows and Liquidity.Journal of Financial Economics,59,383-411.
  45. Henry, T. R.,Kisgen, D. J.,Wu, J. J.(2015).Equity Short Selling and Bond Rating Downgrades.Journal of Financial Intermediation,24(1),89-111.
  46. Hirshleifer, D.,Hou, K.,Teoh, S.H.(2009).Accruals, Cash Flows, and Aggregate Stock Returns.Journal of Financial Economics,91,389-406.
  47. Hobbs, J.,Keasler, T. R.,McNeil, C.(2012).Short Selling Behavior and Mad Money.The Financial Review,47(1),65-89.
  48. Hong, H.,Stein, J. C.(2003).Differences of Opinion, Short‐Sales Constraints, and Market Crashes.Review of Financial Studies,16(2),487-525.
  49. Jones, C. M.,Lamont, O.(2002).Short-sale Constraints and Stock Returns.Journal of Financial Economics,66(2-3),207-239.
  50. Kempf, A.,Mayston, D.(2008).Liquidity Commonality beyond Best Prices.Journal of Financial Research,31,25-40.
  51. Kolasinski, A. C., Cao, B., Reed, A. V., and Dhaliwal, D. S., “Bears and Numbers: Investigating How Short Sellers Exploit and Affect Earnings-based Pricing Anomalies,” Working Paper, 2007.
  52. Kothari, S. P.,Lewellen, J.,Warner, J. B.(2006).Stock Returns, Aggregate Earnings Surprises, and Behavioral Finance.Journal of Financial Economics,79,537-568.
  53. Lee, C.,Shleifer, A.,Thaler, R. H.(1991).Investors' Sentiment and the Closed-end Fund Puzzle.Journal of Finance,46,75-109.
  54. Lynch, A.,Nikolic, B.,Yan, S.,Yu, H.(2014).Aggregate Short Selling, Commonality, and Stock Market Returns.Journal of Financial Markets,17,119-229.
  55. Miller, E.(1977).Risk, Uncertainty, and Divergence of Opinion.Journal of Finance,32,1151-1168.
  56. Mitchell, M. L.,Pulvino, T.,Stafford, E.(2004).Price Pressure around Mergers.Journal of Finance,59(1),31-63.
  57. Ofek, E.,Richardson, M.,Whitelaw, R.(2004).Limited Arbitrage and Short Sales Restrictions: Evidence from the Options Markets.Journal of Financial Economics,74,305-342.
  58. Rapach, D. E.,Ringgenberg M. C.,Zhou, G.(2016).Short Interest and Aggregate Stock Returns.Journal of Financial Economics,121,46-65.
  59. 吳宜蓉(2015)。碩士論文(碩士論文)。交通大學財務金融研究所。
  60. 吳惠萍(2008)。碩士論文(碩士論文)。臺灣大學農業經濟學研究所。
  61. 李志宏、徐政義、蘇美珍、陳旻暄、羅嘉言(2013)。台灣證交所委託研究計畫台灣證交所委託研究計畫,台灣證交所。
  62. 沈政維(2008)。碩士論文(碩士論文)。暨南大學財務金融研究所。
  63. 林彥邦(2012)。碩士論文(碩士論文)。臺北大學經濟學系研究所。
  64. 林淑鈴(2013)。碩士論文(碩士論文)。政治大學財務管理研究所。
  65. 范士瑜(2009)。碩士論文(碩士論文)。高雄第一科技大學財務管理研究所。
  66. 徐志宏(2010)。臺灣景氣落後指標初探。經濟研究,10
  67. 張文毅(2014)。我國借券市場現況、貢獻及全員行銷。證券服務,623,91-98。
  68. 張文毅(2012)。證券交易所與有價證券借貸的成長。證交資料,599,33-46。
  69. 張伊婷(2011)。碩士論文(碩士論文)。高雄第一科技大學金融研究所。
  70. 陳欣昌(2012)。編輯室的話─借券市場面面觀。證交資料,599,4-5。
  71. 陳旻暄(2013)。碩士論文(碩士論文)。中央大學財務金融研究所。
  72. 陳俊宏(2012)。碩士論文(碩士論文)。高雄第一科技大學財務管理所。
  73. 游宗翰(2009)。碩士論文(碩士論文)。淡江大學財務金融研究所。
  74. 湯智勝(2006)。碩士論文(碩士論文)。政治大學會計研究所。
  75. 黃明隆(2011)。碩士論文(碩士論文)。東華大學學院高階經營管理碩士在職專班。
  76. 黃致遠(2010)。碩士論文(碩士論文)。中山大學財務管理研究所。
  77. 黃韻倫(2013)。碩士論文(碩士論文)。銘傳大學財務金融學系碩士在職專班。
  78. 楊才逸(2011)。碩士論文(碩士論文)。交通大學財務金融研究所。
  79. 楊立昌(2014)。碩士論文(碩士論文)。中央大學財務金融研究所。
  80. 葉怡芬(2014)。碩士論文(碩士論文)。成功大學財務金融研究所。
  81. 蔡佩珊(2014)。碩士論文(碩士論文)。逢甲大學財務金融研究所。
  82. 蔡宗儒(2014)。碩士論文(碩士論文)。暨南國際大學財務金融學系。
  83. 鍾尚倫(2009)。碩士論文(碩士論文)。臺灣大學商學研究所。
  84. 簡加明(2011)。碩士論文(碩士論文)。開南大學財務金融研究所。
  85. 蘇若衍(2013)。碩士論文(碩士論文)。逢甲大學財務金融研究所。