IDEAS home Printed from https://ideas.repec.org/a/eee/quaeco/v79y2021icp381-398.html
   My bibliography  Save this article

Who knows more and makes more? A perspective of order submission decisions across investor types

Author

Listed:
  • Lien, Donald
  • Hung, Pi-Hsia
  • Chen, Hung-Ju

Abstract

This research examines the impacts of order submission decision across investor types on overall stock returns and trading performances by using a unique dataset and new measures that present several new findings. In terms of order aggressiveness and trade size, different types of investors display distinct order submission behaviors· Professional investors outperform other investors in the near term following their current-day trading, while aggressive and large sells derive better trading performance for all institutional investors. Only foreign investors and other institutions have better performance from more aggressive buys· Finally, individual traders contribute to total trades more than institutions do, but they tend to use the least aggressive price and smallest trade size per order. Compared to professional investors, individuals perform poorly.

Suggested Citation

  • Lien, Donald & Hung, Pi-Hsia & Chen, Hung-Ju, 2021. "Who knows more and makes more? A perspective of order submission decisions across investor types," The Quarterly Review of Economics and Finance, Elsevier, vol. 79(C), pages 381-398.
    • Handle: RePEc:eee:quaeco:v:79:y:2021:i:c:p:381-398
    DOI: 10.1016/j.qref.2020.07.011
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1062976920300922
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.qref.2020.07.011?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. Zoran Ivković & Scott Weisbenner, 2005. "Local Does as Local Is: Information Content of the Geography of Individual Investors' Common Stock Investments," Journal of Finance, American Finance Association, vol. 60(1), pages 267-306, February.
    2. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    3. Griffiths, Mark D. & Smith, Brian F. & Turnbull, D. Alasdair S. & White, Robert W., 2000. "The costs and determinants of order aggressiveness," Journal of Financial Economics, Elsevier, vol. 56(1), pages 65-88, April.
    4. Gervais, Simon & Odean, Terrance, 2001. "Learning to be Overconfident," The Review of Financial Studies, Society for Financial Studies, vol. 14(1), pages 1-27.
    5. John M. Griffin & Jeffrey H. Harris & Selim Topaloglu, 2003. "The Dynamics of Institutional and Individual Trading," Journal of Finance, American Finance Association, vol. 58(6), pages 2285-2320, December.
    6. Ferreira, Miguel A. & Matos, Pedro & Pereira, João Pedro & Pires, Pedro, 2017. "Do locals know better? A comparison of the performance of local and foreign institutional investors," Journal of Banking & Finance, Elsevier, vol. 82(C), pages 151-164.
    7. Chordia, Tarun & Subrahmanyam, Avanidhar & Anshuman, V. Ravi, 2001. "Trading activity and expected stock returns," Journal of Financial Economics, Elsevier, vol. 59(1), pages 3-32, January.
    8. Thierry Foucault & Johan Hombert & Ioanid Roşu, 2016. "News Trading and Speed," Journal of Finance, American Finance Association, vol. 71(1), pages 335-382, February.
    9. Hyuk Choe & Bong-Chan Kho & René M. Stulz, 2005. "Do Domestic Investors Have an Edge? The Trading Experience of Foreign Investors in Korea," The Review of Financial Studies, Society for Financial Studies, vol. 18(3), pages 795-829.
    10. 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.
    11. Lin, Chihuang H. & Shiu, Cheng-Yi, 2003. "Foreign ownership in the Taiwan stock market--an empirical analysis," Journal of Multinational Financial Management, Elsevier, vol. 13(1), pages 19-41, February.
    12. Gunther Wuyts, 2012. "The impact of aggressive orders in an order-driven market: a simulation approach," The European Journal of Finance, Taylor & Francis Journals, vol. 18(10), pages 1015-1038, November.
    13. He, Hua & Wang, Jiang, 1995. "Differential Information and Dynamic Behavior of Stock Trading Volume," The Review of Financial Studies, Society for Financial Studies, vol. 8(4), pages 919-972.
    14. Lo, Ingrid & Sapp, Stephen G., 2010. "Order aggressiveness and quantity: How are they determined in a limit order market?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 20(3), pages 213-237, July.
    15. Yi‐Wei Chuang & Yu‐Fen Lin & Pei‐Shih Weng, 2019. "Why and how do foreign institutional investors outperform domestic investors in futures trading: Evidence from Taiwan," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 39(3), pages 279-301, March.
    16. Kalev, Petko S. & Nguyen, Anh H. & Oh, Natalie Y., 2008. "Foreign versus local investors: Who knows more? Who makes more?," Journal of Banking & Finance, Elsevier, vol. 32(11), pages 2376-2389, November.
    17. Agarwal, Sumit & Faircloth, Sheri & Liu, Chunlin & Ghon Rhee, S., 2009. "Why do foreign investors underperform domestic investors in trading activities? Evidence from Indonesia," Journal of Financial Markets, Elsevier, vol. 12(1), pages 32-53, February.
    18. Chan, Louis K C & Lakonishok, Josef, 1995. "The Behavior of Stock Prices around Institutional Trades," Journal of Finance, American Finance Association, vol. 50(4), pages 1147-1174, September.
    19. Baltzer, Markus & Jank, Stephan & Smajlbegovic, Esad, 2019. "Who trades on momentum?," Journal of Financial Markets, Elsevier, vol. 42(C), pages 56-74.
    20. Benjamin M. Blau & Bonnie F. Van Ness & Robert A. Van Ness, 2009. "Intraday Stealth Trading: Which Trades Move Prices During Periods Of High Volume?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 32(1), pages 1-21, March.
    21. Dahlquist, Magnus & Robertsson, Goran, 2004. "A note on foreigners' trading and price effects across firms," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 615-632, March.
    22. Lien, Donald & Hung, Pi-Hsia & Lin, Zong-Wei, 2020. "Whose trades move stock prices? Evidence from the Taiwan Stock Exchange," International Review of Economics & Finance, Elsevier, vol. 66(C), pages 25-50.
    23. Harald Hau, 2001. "Location Matters: An Examination of Trading Profits," Journal of Finance, American Finance Association, vol. 56(5), pages 1959-1983, October.
    24. Yang-Cheng Lu & Hao Fang & Chien-Chung Nieh, 2012. "The price impact of foreign institutional herding on large-size stocks in the Taiwan stock market," Review of Quantitative Finance and Accounting, Springer, vol. 39(2), pages 189-208, August.
    25. Hung, Pi-Hsia, 2016. "Investor sentiment, order submission, and investment performance on the Taiwan Stock Exchange," Pacific-Basin Finance Journal, Elsevier, vol. 39(C), pages 124-140.
    26. Roger D. Huang & Cheng‐Yi Shiu, 2009. "Local Effects of Foreign Ownership in an Emerging Financial Market: Evidence from Qualified Foreign Institutional Investors in Taiwan," Financial Management, Financial Management Association International, vol. 38(3), pages 567-602, September.
    27. Kamesaka, Akiko & Nofsinger, John R. & Kawakita, Hidetaka, 2003. "Investment patterns and performance of investor groups in Japan," Pacific-Basin Finance Journal, Elsevier, vol. 11(1), pages 1-22, January.
    28. 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.
    29. 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.
    30. Baker, H. Kent & De Ridder, Adri & Råsbrant, Jonas, 2020. "Investors and dividend yields," The Quarterly Review of Economics and Finance, Elsevier, vol. 76(C), pages 386-395.
    31. Unsal, Omer & Rayfield, Blake, 2019. "Institutional investors and medical innovation," The Quarterly Review of Economics and Finance, Elsevier, vol. 74(C), pages 190-205.
    32. Li, Wei & Rhee, Ghon & Wang, Steven Shuye, 2017. "Differences in herding: Individual vs. institutional investors," Pacific-Basin Finance Journal, Elsevier, vol. 45(C), pages 174-185.
    33. 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.
    34. S.G. Badrinath & Sunil Wahal, 2002. "Momentum Trading by Institutions," Journal of Finance, American Finance Association, vol. 57(6), pages 2449-2478, December.
    35. Ferreira, Miguel A. & Matos, Pedro, 2008. "The colors of investors' money: The role of institutional investors around the world," Journal of Financial Economics, Elsevier, vol. 88(3), pages 499-533, June.
    36. Ranaldo, Angelo, 2004. "Order aggressiveness in limit order book markets," Journal of Financial Markets, Elsevier, vol. 7(1), pages 53-74, January.
    37. Yamamoto, Ryuichi, 2011. "Order aggressiveness, pre-trade transparency, and long memory in an order-driven market," Journal of Economic Dynamics and Control, Elsevier, vol. 35(11), pages 1938-1963.
    38. Wei-Kuang Chen & Ching-Ting Lin & Cheng-Yi Shiu, 2019. "Price discovery and price leadership of various investor types: evidence from Taiwan futures markets," Review of Quantitative Finance and Accounting, Springer, vol. 53(2), pages 601-631, August.
    39. Sağlam, Mehmet & Moallemi, Ciamac C. & Sotiropoulos, Michael G., 2019. "Short-term trading skill: An analysis of investor heterogeneity and execution quality," Journal of Financial Markets, Elsevier, vol. 42(C), pages 1-28.
    40. Grinblatt, Mark & Keloharju, Matti, 2000. "The investment behavior and performance of various investor types: a study of Finland's unique data set," Journal of Financial Economics, Elsevier, vol. 55(1), pages 43-67, January.
    41. Amemiya, Takeshi, 1977. "The Maximum Likelihood and the Nonlinear Three-Stage Least Squares Estimator in the General Nonlinear Simultaneous Equation Model," Econometrica, Econometric Society, vol. 45(4), pages 955-968, May.
    42. Jeong-Bon Kim & Mikhail Pevzner & Xiangang Xin, 2019. "Foreign institutional ownership and auditor choice: Evidence from worldwide institutional ownership," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 50(1), pages 83-110, February.
    43. Brennan, Michael J. & Chordia, Tarun & Subrahmanyam, Avanidhar, 1998. "Alternative factor specifications, security characteristics, and the cross-section of expected stock returns," Journal of Financial Economics, Elsevier, vol. 49(3), pages 345-373, September.
    44. Brad M. Barber & Yi-Tsung Lee & Yu-Jane Liu & Terrance Odean, 2009. "Just How Much Do Individual Investors Lose by Trading?," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 609-632, February.
    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. Lien, Donald & Hung, Pi-Hsia & Lo, Hsiang-Yu, 2022. "Order Choices: An Intraday Analysis of the Taiwan Stock Exchange," The North American Journal of Economics and Finance, Elsevier, vol. 62(C).
    2. Lien, Donald & Hung, Pi-Hsia & Lin, Zong-Wei, 2020. "Whose trades move stock prices? Evidence from the Taiwan Stock Exchange," International Review of Economics & Finance, Elsevier, vol. 66(C), pages 25-50.
    3. Donald Lien & Pi-Hsia Hung & Chiu-Ting Pan, 2020. "Price limit changes, order decisions, and stock price movements: an empirical analysis of the Taiwan Stock Exchange," Review of Quantitative Finance and Accounting, Springer, vol. 55(1), pages 239-268, July.
    4. Ülkü, Numan & Weber, Enzo, 2013. "Identifying the interaction between stock market returns and trading flows of investor types: Looking into the day using daily data," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2733-2749.
    5. Pedraza, Alvaro & Pulga, Fredy & Vasquez, Jose, 2020. "Costly index investing in foreign markets," Journal of Financial Markets, Elsevier, vol. 51(C).
    6. Donald Lien & Pi-Hsia Hung, 2023. "Whose trades contribute more to price discovery? Evidence from the Taiwan stock exchange," Review of Quantitative Finance and Accounting, Springer, vol. 61(1), pages 213-263, July.
    7. Lien, Donald & Hung, Pi-Hsia & Wu, Yi-Hsien, 2023. "An intraday analysis of block orders on the Taiwan Stock Exchange," The Quarterly Review of Economics and Finance, Elsevier, vol. 88(C), pages 133-147.
    8. Fotini Economou & Konstantinos Gavriilidis & Bartosz Gebka & Vasileios Kallinterakis, 2022. "Feedback trading: a review of theory and empirical evidence," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 15(4), pages 429-476, February.
    9. Yang, Heejin & Ahn, Hee-Joon & Kim, Maria H. & Ryu, Doojin, 2017. "Information asymmetry and investor trading behavior around bond rating change announcements," Emerging Markets Review, Elsevier, vol. 32(C), pages 38-51.
    10. Chiao, Chaoshin & Chen, Shin-Hui & Hu, Jia-Ming, 2010. "Informational differences among institutional investors in an increasingly institutionalized market," Japan and the World Economy, Elsevier, vol. 22(2), pages 118-129, March.
    11. Huang, Hong-Gia & Tsai, Wei-Che & Weng, Pei-Shih & Wu, Ming-Hung, 2021. "Volatility of order imbalance of institutional traders and expected asset returns: Evidence from Taiwan," Journal of Financial Markets, Elsevier, vol. 52(C).
    12. Liao, Li-Chuan & Chou, Ray Yeutien & Chiu, Banghan, 2013. "Anchoring effect on foreign institutional investors’ momentum trading behavior: Evidence from the Taiwan stock market," The North American Journal of Economics and Finance, Elsevier, vol. 26(C), pages 72-91.
    13. Agudelo, Diego A. & Byder, James & Yepes-Henao, Paula, 2019. "Performance and informed trading. Comparing foreigners, institutions and individuals in an emerging stock market," Journal of International Money and Finance, Elsevier, vol. 90(C), pages 187-203.
    14. Tseng, Yi-Heng & Chen, Shu-Heng, 2015. "Limit order book transparency and order aggressiveness at the closing call: Lessons from the TWSE 2012 new information disclosure mechanism," Pacific-Basin Finance Journal, Elsevier, vol. 35(PA), pages 241-272.
    15. Chan, Kalok & Covrig, Vicentiu, 2012. "What determines mutual fund trading in foreign stocks?," Journal of International Money and Finance, Elsevier, vol. 31(4), pages 793-817.
    16. Choi, Paul Moon Sub & Choi, Joung Hwa, 2018. "Is individual trading priced in stocks?," Journal of International Money and Finance, Elsevier, vol. 85(C), pages 76-92.
    17. Vo, Xuan Vinh, 2010. "Foreign ownership in Vietnam stock markets - an empirical analysis," MPRA Paper 29863, University Library of Munich, Germany, revised 10 Jan 2011.
    18. Danny Lo, 2015. "Essays in Market Microstructure and Investor Trading," PhD Thesis, Finance Discipline Group, UTS Business School, University of Technology, Sydney, number 4-2015, January-A.
    19. Hung, Chung-Wen & Shiu, Cheng-Yi, 2016. "Trader activities, ownership, and stock price reactions to MSCI standard index changes: Evidence from Taiwan," Journal of Multinational Financial Management, Elsevier, vol. 36(C), pages 49-63.
    20. Stephen Foerster, 2011. "Double then Nothing: Why Stock Investments Relying on Simple Heuristics May Disappoint," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 3(2), pages 115-140, September.

    More about this item

    Keywords

    Market microstructure; Order aggressiveness; Order choice; Trading performance; Trading strategy;
    All these keywords.

    JEL classification:

    • D01 - Microeconomics - - General - - - Microeconomic Behavior: Underlying Principles
    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G20 - Financial Economics - - Financial Institutions and Services - - - General

    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:quaeco:v:79:y:2021:i:c:p:381-398. 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/inca/620167 .

    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.