题名

程式交易:散戶理性行動提升的形式與限制

并列篇名

Algorithmic Trading: Modes of Rationality Enhancement and Their Limitations among Non-Professional Investors

DOI

10.53106/1018189X202209001

作者

陳宇翔(Yu-Hsiang Chen)

关键词

程式交易 ; 散戶 ; 經濟人 ; 社會科技組構集合體 ; algorithmic trading ; retail investor ; homo economicus ; socio-technical agencement

期刊名称

人文及社會科學集刊

卷期/出版年月

35卷3期(2023 / 09 / 01)

页次

481 - 524

内容语文

繁體中文;英文

中文摘要

本文從金融社會研究觀點探討臺灣程式交易散戶,指出MultiCharts模板式交易軟體推出後降低程式交易門檻,但也限制散戶程式交易模式。不同類型的散戶經由程式增強理性行動能力的形式有所不同,顯示多重樣貌的「社會科技組構集合體」。「使用他人策略」的散戶藉由購買策略提升績效,但販售策略為編碼密封黑盒子,散戶只能依有限資訊來判斷品質。「使用自寫策略」的散戶則可經由程式交易的「科學化測試」與「執行避免干擾」來提升自己的交易績效,然而,「回測不等同未來績效」、「策略失效判斷」、「編碼僵固」等因素仍使得他們常需仰賴主觀判斷。

英文摘要

This paper studies algorithmic trading by non-professional investors in Taiwan from the perspective of socio-technical agencements. Software like MultiCharts has lowered the barriers to algorithmic trading, but also restricts the trading strategies available to users. Different types of retail investors have consequently enhanced their ability to trade rationally in differing ways, revealing the differing modes to perform homo economicus. Some retail investors rely on trading strategies purchased from third parties; these strategies, however, are encoded and sealed black boxes. Investors who code their own strategies can improve the rationality through scientific testing and efforts to avoid emotional interference in trading, failures of strategic judgment, rigidity of coding, and the fact that "past results do not guarantee future performance" often leads to the use of intuition in trading. The findings suggest that the attributes of human actors will impact the features of agencements, even when equipped with the same market device.

主题分类 人文學 > 人文學綜合
社會科學 > 社會科學綜合
参考文献
  1. Wu, Zhen-xing,Hong, Zhen-wei,Gau, Yin-feng(2020).The Effect of Algorithmic Trading on Intraday Price Efficiency: Evidence from the Foreign Exchange Market.Journal of Financial Studies,28(2),49-90.
    連結:
  2. 李宗榮, Zong-rong(2012)。探索風險投資的社會機制:社會資本與股市、共同基金的參與。人文及社會科學集刊,24(4),439-467。
    連結:
  3. Barber, Brad M.,Lee, Yi-tsung,Liu, Yu-jane,Odean, Terrance(2007).Is the Aggregate Investor Reluctant to Realise Losses? Evidence from Taiwan.European Financial Management,13(3),423-447.
  4. Barber, Brad M.,Odean, Terrance(2000).Trading Is Hazardous to Your Wealth: The Common Stock Investment Performance of Individual Investors.The Journal of Finance,55(2),773-806.
  5. Barber, Brad M.,Odean, Terrance(2001).Boys Will Be Boys: Gender, Overconfidence, and Common Stock Investment.The Quarterly Journal of Economics,116(1),261-292.
  6. Beunza, Daniel,Stark, David(2004).Tools of the Trade: The Socio-Technology of Arbitrage in a Wall Street Trading Room.Industrial and Corporate Change,13(2),369-400.
  7. Borch, Christian,Lange, Ann-Christina(2017).High-Frequency Trader Subjectivity: Emotional Attachment and Discipline in an Era of Algorithms.Socio-Economic Review,15(2),283-306.
  8. Business Wire 2019 “Global Algorithmic Trading Market to Surpass US$ 21,685.53 Million by 2026,” Retrieved August 26, 2021, from https://www.businesswire.com/news/home/20190205005634/en/Global-Algorithmic-Trading-Market-to-Surpass-US-21685.53-Million-by-2026.
  9. Çalışkan, Koray,Callon, Michel(2010).Economization, Part 2: A Research Programme for the Study of Markets.Economy and Society,39(1),1-32.
  10. Callon, Michel(2008).Economic Markets and the Rise of Interactive Agencements: From Prosthetic Agencies to Habilitated Agencies.Living in a Material World: Economic Sociology Meets Science and Technology Studies,Cambridge, MA:
  11. Callon, Michel(ed.)(1998).The Laws of the Markets.Oxford:Blackwell Publishers.
  12. Callon, Michel,Muniesa, Fabian(2005).Economic Markets as Calculative Collective Devices.Organization Studies,26(8),1229-1250.
  13. Chang, Mariko Lin(2005).With a Little Help from My Friends (and My Financial Planner).Social Forces,83(4),1469-1498.
  14. De Long, J. Bradford,Shleifer, Andrei,Summers, Lawrence H.,Waldmann, Robert J.(1989).The Size and Incidence of the Losses from Noise Trading.The Journal of Finance,44(3),681-696.
  15. Financial Times 2017 “High Frequency Trading Explained,” Retrieved April 15, 2021, from https://www.ft.com/video/6e7cd4df-18c2-440a-8b20-01ed789d556d.
  16. Frederickson, James,Miller, Jeffrey(2004).The Effects of Pro Forma Earnings Disclosures on Analysts’ and Nonprofessional Investors’ Equity Valuation Judgments.The Accounting Review,79(3),667-686.
  17. Granovetter, Mark(1985).Economic Action and Social Structure: The Problem of Embeddedness.American Journal of Sociology,91(3),481-510.
  18. Grinblatt, Mark,Keloharju, Matti(2009).Sensation Seeking, Overconfidence, and Trading Activity.The Journal of Finance,64(2),549-578.
  19. Hardie, Iain,MacKenzie, Donald(2007).Assembling an Economic Actor: The Agencement of a Hedge Fund.The Sociological Review,55(1),57-80.
  20. Harrington, Brooke(2008).Pop Finance: Investment Clubs and the New Investor Populism.Princeton, NJ:Princeton University Press.
  21. Hayes, Adam(2021).The Active Construction of Passive Investors: Roboadvisors and Algorithmic ‘LowFinance’.Socio-Economic Review,19(1),83-110.
  22. Hayes, Adam(2020).Enacting a Rational Actor: Roboadvisors and the Algorithmic Performance of Ideal Types.Economy and Society,49(4),562-595.
  23. Knorr Cetina, Karin,Bruegger, Urs(2002).Global Microstructures: The Virtual Societies of Financial Markets.American Journal of Sociology,107(4),905-950.
  24. MacKenzie, Donald(2006).An Engine, Not a Camera: How Financial Models Shape Markets.Cambridge, MA:The MIT Press.
  25. MacKenzie, Donald(2018).Material Signals: A Historical Sociology of High-Frequency Trading.American Journal of Sociology,123(6),1635-1683.
  26. MacKenzie, Donald(2007).Is Economics Performative? Option Theory and the Construction of Derivatives Markets.Do Economists Make Markets? On the Performativity of Economics,Princeton:
  27. MacKenzie, Donald(2017).A Material Political Economy: Automated Trading Desk and Price Prediction in High-Frequency Trading.Social Studies of Science,47(2),172-194.
  28. MacKenzie, Donald(2009).Material Markets: How Economic Agents Are Constructed.Oxford:Oxford University Press.
  29. MacKenzie, Donald,Beunza, Daniel,Millo, Yuval,Pardo-Guerra, Juan Pablo(2012).Drilling through the Allegheny Mountains: Liquidity, Materiality and High-Frequency Trading.Journal of Cultural Economy,5(3),279-296.
  30. Mayall, Margery(2006).‘Seeing the Market’: Technical Analysis in Trading Styles.Journal for the Theory of Social Behaviour,36(2),119-140.
  31. MultiCharts n.d. 〈產品比較表〉。2021 年 3 月 23 日,取自 https://www.MultiCharts.com.tw/characteristic.aspx?FID=29(MultiCharts, n.d., “Product Comparison Table,” Retrieved March 23, 2021, from https://www.MultiCharts.com.tw/characteristic.aspx?FID=29)
  32. MultiCharts2018 〈討論區列表〉。2021 年 3 月 23 日,取自 https://www.multicharts.com.tw/dis/dis_Content.aspx?D_ID=2..&SN=51846(MultiCharts, 2018, “Discussion Forum List,” Retrieved March 23, 2021, from https://www.multicharts.com.tw/dis/dis_Content.aspx?D_ID=2..&SN=51846)
  33. Muniesa, Fabian,Millo, Yuval,Callon, Michel(2007).An Introduction to Market Devices.The Sociological Review,55(2S),1-12.
  34. Portes, Alejandro,Sensenbrenner, Julia(1993).Embeddedness and Immigration: Notes on the Social Determinants of Economic Action.American Journal of Sociology,98(6),1320-1350.
  35. Preda, Alex(2013).Tags, Transaction Types and Communication in Online Anonymous Markets.Socio-Economic Review,11(1),31-56.
  36. Preda, Alex(2017).Noise: Living and Trading in Electronic Finance.Chicago:The University of Chicago Press.
  37. Preda, Alex(2009).Framing Finance: The Boundaries of Markets and Modern Capitalism.Chicago:The University of Chicago Press.
  38. Roscoe, Philip(2013).Economic Embeddedness and Materiality in a Financial Market Setting.The Sociological Review,61(1),41-68.
  39. Roscoe, Philip(2015).‘Elephants Can’t Gallop’: Performativity, Knowledge and Power in the Market for Lay-Investing.Journal of Marketing Management,31(1–2),193-218.
  40. Roscoe, Philip,Howorth, Carole(2009).Identification through Technical Analysis: A Study of Charting and UK Non-Professional Investors.Accounting, Organizations and Society,34(2),206-221.
  41. Smelser, Neil J.,Swedberg, Richard(2005).Introducing Economic Sociology.The Handbook of Economic Sociology,Oxford:
  42. Weber, Roberto A.,Dawes, Robyn(2005).Behavioral Economics.The Handbook of Economic Sociology,Oxford:
  43. Zaloom, Caitlin(2006).Out of the Pits: Traders and Technology from Chicago to London.Chicago:The University of Chicago Press.
  44. 吳宗昇, Chungshen(2011)。資訊的重量:臺灣股市的社會構造。臺灣社會學刊,47,45-89。
  45. 吳芥之 1999 〈白文正的 Total Solution〉,今周刊。2021 年 10 月 15 日,取自 https://www.businesstoday.com.tw/article/category/154685/post/199910210001/%E7%99%BD%E6%96%87%E6%AD%A3%E7%9A%84Total%20Solution%20P.84(Wu, Jie-zhi, 1999, “Bai Wen-zheng’s Total Solution,” Business Today Magazine. Retrieved October 15, 2021, from https://www.businesstoday.com.tw/article/category/154685/post/199910210001/%E7%99%BD%E6%96%87%E6%AD%A3%E7%9A%84Total%20Solution%20P.84)
  46. 李宗榮(編), Zong-rong(ed.),林宗弘(編), Thung-hong(ed.)(2017).未竟的奇蹟:轉型中的台灣經濟與社會.臺北=Taipei:中央研究院社會學研究所=Institute of Sociology, Academia Sinica.
  47. 林庚厚, Ken-hou,梅根.尼利, Megan Tobias(2021).大逆轉:金融擴張如何推升不平等.臺北=Taipei:春山出版=Spring Hill Publishing.
  48. 170 倫元投顧 2019 〈威力期貨 Power Futures 如何選擇適合自己的程式交易策略?〉。2019 年 10 月 24日,取自 https://www.e-invest.com.tw/Stock/ColumnContent?ciID=170(E-invest Security Investment Consultant, 2019, “Power Futures: How to Choose Proper Strategies of Algorithmic Trading?” Retrieved October 24, 2019, from https://www.e-invest.com.tw/Stock/ColumnContent?ciID=170)
  49. 陳宇翔, Yu-hsiang(2016)。「社會—市場」框架:當代臺灣證券公司營業廳的科技、空間與社會關係型構。臺灣社會學刊,60,1-53。
  50. 陳宇翔, Yu-hsiang(2020)。台灣股市散戶的口頭資訊評價實作。台灣社會學,39,1-38。
  51. 陳宇翔, Yu-hsiang,許淑翔, Shu-hsiang,趙羽涵, Yu-han(2019)。以信任為基礎的理性計算:臺灣P2P 網路借貸交易。臺灣社會學刊,66,1-54。
  52. 彭光治, Guang-zhi(2009).台股風雲起:走過半世紀的台灣證券市場.臺北=Taipei:早安財經=Good Morning Press.
  53. 黃力 2021 〈元富證升級推 API 2.0 交易平台程式交易量成長 7 倍〉。經濟日報,3 月 12 日。2021 年 9 月 14 日,取自 https://udn.com/news/story/7239/5313148(Huang, Li, 2021, “MasterLink Securities Upgrades and Introduces API 2.0 Trading Platform, Resulting in a 7-Fold Increase in Algorithmic Trading Volume,” Economic Daily News, March 12. Retrieved September 14, 2021, from https://udn.com/news/story/7239/5313148)
  54. 黃英傑 2009b〈凱衛新證券交易軟體亮相〉。經濟日報,9 月 23 日,C1 版。(Huang, Ying-jie, 2009b, “K Way’s New Securities Trading Software Makes Its Debut,” Economic Daily News, September 23, p. C1.)
  55. 黃英傑 2009a〈運用演算法交易提高期貨交易效率〉。經濟日報,9 月 22 日,B8 版。(Huang, Ying-jie, 2009a, “Applying Algorithmic Trading to Enhance Futures Trading Efficiency,” Economic Daily News, September 22, p. B8.)
  56. 黃英傑 2011 〈元大期貨策略交易軟體上線〉。經濟日報,5 月 26 日,B1 版。(Huang, Ying-jie, 2011, “Yuanta Futures’ Strategic Trading Software Goes Live,” Economic Daily News, May 26, p. B1.)
  57. 臺灣期貨交易所 2021 〈市場參與者統計〉。2022 年 3 月 10 日,取自 https://www.taifex.com.tw/cht/7/marketParticipant(Taiwan Futures Exchange, 2021, “Trading Statistics—By Participant,” Retrieved March 10, 2022, from https://www.taifex.com.tw/cht/7/marketParticipant)
  58. 臺灣期貨交易所 2022 〈市場參與者統計〉。2022 年 3 月 10 日,取自 https://www.taifex.com.tw/cht/7/marketParticipant(Taiwan Futures Exchange, 2022, “Trading Statistics—By Participant,” Retrieved March 10, 2022, from https://www.taifex.com.tw/cht/7/marketParticipant)
  59. 臺灣期貨交易所n.d.-a 〈沿革、宗旨、展望〉。2022 年 3 月 10 日,取自 https://www.taifex.com.tw/cht/1/originOfEstablish(Taiwan Futures Exchange, n.d.-a, “History, Purposes, Prospection,” Retrieved March 10, 2022, from https://www.taifex.com.tw/cht/7/marketParticipant)
  60. 臺灣期貨交易所 2017 〈2017 年營業報告書〉。2022 年 3 月 10 日,取自 https://www.taifex.com.tw/cht/1/annualRep(Taiwan Futures Exchange, 2017, “2017 Business Report,” Retrieved March 10, 2022, from https://www.taifex.com.tw/cht/1/annualRep)
  61. 臺灣期貨交易所 2016 〈臺灣期貨市場交易行為大數據分析〉。2021 年 10 月 15 日,取自 https://www.taifex.com.tw/file/taifex/CHINESE/10/research/%E5%8F%B0%E7%81%A3%E6%9C%9F%E8%B2%A8%E5%B8%82%E5%A0%B4%E4%BA%A4%E6%98%93%E8%A1%8C%E7%82%BA%E5%A4%A7%E6%95%B8%E6%93%9A%E5%88%86%E6%9E%90.pdf(Taiwan Futures Exchange, 2016, “Big Data Analysis of Trading Behaviours in Taiwanese Futures Markets,” Retrieved October 15, 2021, from https://www.taifex.com.tw/file/taifex/CHINESE/10/research/%E5%8F%B0%E7%81%A3%E6%9C%9F%E8%B2%A8%E5%B8%82%E5%A0%B4%E4%BA%A4%E6%98%93%E8%A1%8C%E7%82%BA%E5%A4%A7%E6%95%B8%E6%93%9A%E5%88%86%E6%9E%90.pdf)
  62. 臺灣期貨交易所 n.d.-b〈交易制度發展沿革〉。2022 年 3 月 10 日,取自 https://www.taifex.com.tw/cht/4/historyOfTrading(Taiwan Futures Exchange, n.d.-b, “Historical Development of Trading System,” Retrieved March 10, 2022, from https://www.taifex.com.tw/cht/4/historyOfTrading)
  63. 臺灣期貨交易所 2017 〈中華民國 106 年度年報〉。2019 年 11 月 24 日,取自 https://www.twse.com.tw/zh/page/about/company/annuals.html#106(Taiwan Stock Exchange, 2017, “Annual Report 2017,” Retrieved November 24, 2019, from https://www.twse.com.tw/zh/page/about/company/annuals.html#106)
  64. 臺灣證券交易所=Taiwan Stock Exchange(2011)。臺灣證券交易所 50 週年臺灣證券口述歷史。證交資料,594,6-40。
  65. 蕭志忠 1997 〈網際網路下單證交所已開放〉。經濟日報,11 月 27 日,20 版。(Xiao, Zhi-zhong, 1997, “Internet-Based Trading Is Now Available as the Stock Exchange Has Opened the Service,” Economic Daily News, November 27, p. 20.)
  66. 謝鎰年 2011 〈群益推程式下單軟體〉。經濟日報,5 月 18 日,B1 版。(Xie, Yi-nian, 2011, “Capital Introduces Algorithmic Trading Software for Placing Orders,” Economic Daily News, May 18, p. B1.)
  67. 魏鑫陽 2000 〈證券手續費折扣戰 7/1 引爆〉,iThome。2021 年 10 月 16 日,取自 https://www.ithome.com.tw/news/1270(Wei, Xin-yang, 2000, “Securities Commission Fee Discount Battle Ignites on July 1st,” Retrieved October 16, 2021, from https://www.ithome.com.tw/news/1270)
被引用次数
  1. (2024)。股票買賣策略實證與模擬。管理資訊計算,13(2),165-173。