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2009 Fiscal Year Final Research Report

Analysis of Proficiency in Investment Behavior and Its Application to Investor Education

Research Project

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Project/Area Number 19300085
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field 情報図書館学・人文社会情報学
Research InstitutionThe University of Tokyo

Principal Investigator

UEDA Kazuhiro  The University of Tokyo, 大学院・総合文化研究科, 准教授 (60262101)

Co-Investigator(Kenkyū-buntansha) IZUMI Kiyoshi  独立行政法人産業技術研究所, デジタルヒューマン研究センター, 主任研究員 (10356454)
Project Period (FY) 2007 – 2009
Keywords情報経済学 / 行動経済学 / 実験経済学 / 神経経済学
Research Abstract

We made an experiment, using the method of simulated stock market, to analyze the investor's characteristics in investment behavior. As a result, we clarified as follows : It was affected by their risk attitude whether investors followed market trends or not ; disposition effect was affected only by degree of proficiency, which meant that professional traders could avoid disposition effect. On the other hand, it was also clarified that investors' risk attitude had no influence on their physiological states which could be measured by aspiration, pulse, skin conductance response (SCR). In addition, we could suggest a possibility, by analyzing actual price data in the Japanese and US stock markets and by making simulations based on an artificial market model, that investors' trend-chasing behavior affected inefficient price formation in the markets.

  • Research Products

    (9 results)

All 2010 2009 2008 2007 Other

All Journal Article (5 results) (of which Peer Reviewed: 1 results) Presentation (3 results) Remarks (1 results)

  • [Journal Article] 現実の金融市場へ近づく人工市場2010

    • Author(s)
      和泉潔, 鳥海不二夫, 松井宏樹
    • Journal Title

      人工知能学会誌 24巻3号

      Pages: 408-415

  • [Journal Article] 株価モメンタムと出来高の関係―投資家の株価トレンド追随行為からの解明2010

    • Author(s)
      三輪宏太郎, 植田一博
    • Journal Title

      行動経済学 3巻6号

      Pages: 1-6

    • Peer Reviewed
  • [Journal Article] Acquiring a government bond trading strategy using reinforcement learning2009

    • Author(s)
      Matsui, T., Goto, T., Izumi, K.
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics, refereed vol.13, no.6

      Pages: 691-696

  • [Journal Article] 人工市場とエージェントの取引戦略2008

    • Author(s)
      和泉潔・鳥海不二夫・松井藤五郎
    • Journal Title

      情報と知能 20巻4号

      Pages: 609-615

  • [Journal Article] 相場付きとリスク選好が投資行動に与える影響の分析2008

    • Author(s)
      岩崎雄斗, 植田一博, 伊藤祐輔, 和泉潔
    • Journal Title

      情報処理学会研究報告 ICI-151

      Pages: 79-84

  • [Presentation] 株価モメンタムと出来高の関係と投資家の株価トレンド追随行為2009

    • Author(s)
      三輪宏太郎, 植田一博
    • Organizer
      人工知能学会「ファイナンスにおける人工知能応用研究会
    • Place of Presentation
      東京
    • Year and Date
      2009-09-12
  • [Presentation] 相場付きとリスク選好が投資行動に与える影響の分析2008

    • Author(s)
      岩崎雄斗・植田一博・伊藤祐輔・和泉潔
    • Organizer
      第22回人工知能学会全国大会
    • Place of Presentation
      旭川
    • Year and Date
      2008-06-11
  • [Presentation] Relation between Investors' Behavioral Biases and the Usefulness of Trading Volume2007

    • Author(s)
      Miwa, K., Ueda, K.
    • Organizer
      The 6th International Conference of Computational Intelligence on Economics and Finance
    • Place of Presentation
      USA
    • Year and Date
      2007-07-20
  • [Remarks]

    • URL

      http://www.cs.c.u-tokyo.ac.jp/r_kodo.html

URL: 

Published: 2011-06-18   Modified: 2016-04-21  

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