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Predicting the collapse of the bubble economy and studying the macroeconomic impact of the bursting of the bubble economy

Research Project

Project/Area Number 17K01270
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionInternational Christian University

Principal Investigator

Kaizoji Taisei  国際基督教大学, 教養学部, 教授 (10265960)

Project Period (FY) 2017-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2019: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2018: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsバブル / バブル崩壊 / 株式市場のマクロテイル・リスク / 企業のファンダメンタルズ / リーマンショック / マクロテイルリスク / 粒状仮説 / 市場の効率性 / マクロ経済のテイル・リスク
Outline of Final Research Achievements

This study used OSIRIS, a corporate financial database of approximately 60,000 listed companies worldwide provided by Bureau van Dijk, to numerically estimate corporate fundamentals from corporate financial data, and showed that stock prices deviated significantly from fundamentals before and after the 2008 global financial crisis. We also showed that most of the global stock market volatility caused by the bursting of the bubble was driven by shocks to the top 100 largest firms. The empirical results obtained in this study indicates that extreme disparities in firm size may have worsened corporate fundamentals through stock market crashes and plunged the macroeconomy into a recession.
The econometric model constructed in this study has a unique theoretical perspective in that it views speculative bubbles and the collapse of bubbles as deviations from corporate fundamentals and may bring new insights into the fields of finance and macroeconomics.

Academic Significance and Societal Importance of the Research Achievements

本研究で構築した計量モデルは、投機的バブルとバブルの崩壊を企業のファンダメンタルズからの乖離として捉える点で、ユニークな理論的視点を持っており、ファイナンス、マクロ経済学の分野に新たな知見をもたらす可能性がある。さらに、本研究で構築した計量モデルを利用することでリーマンショックのような金融市場の大変動がマクロ経済の変動を引き起こす予兆の発見が可能になると考えられ、実用面での有用性が期待できる。

Report

(6 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (40 results)

All 2021 2020 2019 2018 2017 Other

All Int'l Joint Research (7 results) Journal Article (18 results) (of which Int'l Joint Research: 7 results,  Peer Reviewed: 11 results,  Open Access: 6 results) Presentation (12 results) (of which Int'l Joint Research: 11 results,  Invited: 4 results) Book (2 results) Funded Workshop (1 results)

  • [Int'l Joint Research] University of Sussex(英国)

    • Related Report
      2020 Research-status Report
  • [Int'l Joint Research] Pusan National University(韓国)

    • Related Report
      2020 Research-status Report
  • [Int'l Joint Research] University of Sussex(英国)

    • Related Report
      2019 Research-status Report
  • [Int'l Joint Research] Pusan National University(韓国)

    • Related Report
      2017 Research-status Report
  • [Int'l Joint Research] University of Sussex(United Kingdom)

    • Related Report
      2017 Research-status Report
  • [Int'l Joint Research] IIM, Ahmedabad, India(India)

    • Related Report
      2017 Research-status Report
  • [Int'l Joint Research]

    • Related Report
      2017 Research-status Report
  • [Journal Article] Inherent Limitations of Portfolio Diversification through Fat Tails of the Return Distributions: An Empirical Evidence2021

    • Author(s)
      Cheoljun Eom, Taisei Kaizoji, Giacomo. Livan, and Enrico Scala
    • Journal Title

      American Journal of Economics and Finance

      Volume: 56 Pages: 101358-101358

    • DOI

      10.1016/j.najef.2020.101358

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Financial Innovations and Blockchain Applications: New Digital Paradigms in Global Cybersociety2020

    • Author(s)
      Lukas Pichl, Cheoljun Eom, Enrico Scalas and Taisei Kaizoji
    • Journal Title

      Advanced Studies on Financial Technologies and Cryptocurrency Markets

      Volume: 1 Pages: 1-9

    • DOI

      10.1007/978-981-15-4498-9_1

    • ISBN
      9789811544972, 9789811544989
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Journal Article] Time Series Analysis of Relationships among Crypto-asset Exchange Rates2020

    • Author(s)
      Takeshi Yoshihara, Tomoo Inoue, Taisei Kaizoji
    • Journal Title

      Advanced Studies on Financial Technologies and Cryptocurrency Markets

      Volume: 1

    • Related Report
      2020 Research-status Report
  • [Journal Article] The optimal foreign exchange futures hedge on the bitcoin exchange rate: an application to the U.S. dollar and the Euro2020

    • Author(s)
      Zheng Nana and Taisei Kaizoji
    • Journal Title

      Advanced Studies on Financial Technologies and Cryptocurrency Markets

      Volume: 1 Pages: 163-182

    • Related Report
      2020 Research-status Report
  • [Journal Article] Time Series Analysis of Ether Cryptocurrency Prices: Efficiency, Predictability, and Arbitrage on Exchange Rates2020

    • Author(s)
      Lukas Pichl, Zheng Nan and Taisei Kaizoji
    • Journal Title

      Advanced Studies on Financial Technologies and Cryptocurrency Markets

      Volume: 1 Pages: 183-196

    • Related Report
      2020 Research-status Report
  • [Journal Article] Complexity and Emergence: A New Paradigm for Economic Modeling2019

    • Author(s)
      Anindya S. Chakrabarti, Lukas Pichl, Taisei Kaizoji
    • Journal Title

      Network Theory and Agent-Based Modeling in Economics and Finance

      Volume: 1 Pages: 1-8

    • DOI

      10.1007/978-981-13-8319-9_1

    • ISBN
      9789811383182, 9789811383199
    • Related Report
      2019 Research-status Report
    • Open Access / Int'l Joint Research
  • [Journal Article] Market efficiency of the bitcoin exchange rate: Weak and semi-strong form tests with the spot, futures and forward foreign exchange rates2019

    • Author(s)
      Zheng Nan, and Taisei Kaizoji
    • Journal Title

      International Review of Financial Analysis

      Volume: 64 Issue: 2 Pages: 273-281

    • DOI

      10.3934/qfe.2019.2.347

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Risk Characteristic of Fat-Tails in Return Distributions revisited: Evidence from the Korean stock market2019

    • Author(s)
      Cheoljun Eom, Taisei Kaizoji, and Enrico Scalas
    • Journal Title

      Physica A

      Volume: 526-12 Pages: 1055-1055

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Artificial Neural Networks for Realized Volatility Prediction in Cryptocurrency Time Series2019

    • Author(s)
      R. Miura, L. Pichl, and T. Kaizoji
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 11554 Pages: 165-172

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Bitcoin and Investor Sentiment: Statistical Characteristics and Predictability2019

    • Author(s)
      Cheoljun Eom, Taisei Kaizoji; Sang Hoon Kang; Lukas Pichl
    • Journal Title

      Physica A

      Volume: 514 Pages: 511-521

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Bitcoin and investor sentiment: Statistical characteristics and predictability2019

    • Author(s)
      Cheoljun Eoma, Taisei Kaizoji, Sang Hoon Kang, and Lukas Pichl
    • Journal Title

      Physica A

      Volume: 514 Pages: 511-521

    • DOI

      10.1016/j.physa.2018.09.063

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Stock market crash of 2008: an empirical study of the deviation of share prices from company fundamentals2018

    • Author(s)
      Taisei Kaizoji and Michiko Miyano
    • Journal Title

      Applied Economics Letters

      Volume: 26 (5) Issue: 5 Pages: 362-369

    • DOI

      10.1080/13504851.2018.1486004

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Computational intelligence methods for data mining of causality extent in the time series2018

    • Author(s)
      Lukas Pichl and Taisei Kaizoji
    • Journal Title

      International Journal of Computational Science and Engineering

      Volume: 16(4) Issue: 4 Pages: 411-418

    • DOI

      10.1504/ijcse.2018.093782

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Investment climate and firm productivity: an application to Vietnamese manufacturing firms2017

    • Author(s)
      Ba Trung Nguyen、Kaizoji Taise
    • Journal Title

      Applied Economics

      Volume: 49 Issue: 44 Pages: 4394-4409

    • DOI

      10.1080/00036846.2017.1282148

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] The Divergence Rate of Share price from Company Fundamentals: An empirical Study at Regional level2017

    • Author(s)
      Michiko Miyano and Taisei Kaizoji
    • Journal Title

      Yuji Aruka and Alan Kirman (eds.), Economic Foundations for Social Complexity Science: Theory, Sentiments, and Empirical Laws, (Chapter 12)

      Volume: 1 Pages: 239-255

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Risk Characteristic of Fat-Tails in Return Distributions: An Empirical Study of the Korean Stock Market2017

    • Author(s)
      Cheoljun Eom, Taisei Kaizoji, and Enrico Scalas
    • Journal Title

      Proceedings of AC 2017

      Volume: 1 Pages: 212-220

    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Journal Article] Volatility Analysis of Bitcoin Price Time Series2017

    • Author(s)
      Lukas Pichl and Taisei Kaizoji
    • Journal Title

      Quantitative Finance and Economics

      Volume: 1-4 Issue: 4 Pages: 474-485

    • DOI

      10.3934/qfe.2017.4.474

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Regine Change and Trend Prediction for Bitcoin Time Series Data2017

    • Author(s)
      Osamu Kodama, Lukas Pichl, and Taisei Kaizoji
    • Journal Title

      CBU International Conference Proceedings 2017

      Volume: 5 Pages: 384-388

    • DOI

      10.12955/cbup.v5.1114

    • Related Report
      2017 Research-status Report
  • [Presentation] Granular Hypothesis on Stock Market2021

    • Author(s)
      Taisei Kaizoji
    • Organizer
      27th International Conference, Computing in Economics and Finance
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Market Efficiency and Information Transmission in Cryptocurrency Markets2020

    • Author(s)
      Taisei Kaizoji
    • Organizer
      Blockchain in Kyoto 2021
    • Related Report
      2020 Research-status Report
    • Invited
  • [Presentation] Stock Market Crash of 20082019

    • Author(s)
      Taisei Kaizoji
    • Organizer
      WEHIA2019, City, University of London, June 24-26 2019.
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Power law distribution s of high incomers and formation of exclusive residential districts2019

    • Author(s)
      Taisei Kaizoji
    • Organizer
      The V International AMMCS Interdisciplinary Conference, Waterloo, Ontario, Canada, AUGUST 18-23, 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Ether Cryptocurrency: Arbitrage and Cointegration for Ether-derived Exchange Rates among CAD, CNY, GBP, EUR, JPY & USD2018

    • Author(s)
      Lukas Pichl (speaker), Zheng Nan, and Taisei Kaizoji
    • Organizer
      The 23rd Annual Workshop on Economic Science with Heterogeneous Interacting Agents (WEHIA2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Risk Characteristic of Fat Tails in Return Distributions: A Case of the Korean Stock Market2018

    • Author(s)
      Cheoljun Eom (speaker) and Taisei Kaizoji:
    • Organizer
      APAD 2018 / 14th Annual Conference of the Asia-Pacific Association of Derivatives
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Zipf’s law for share price and company fundamentals2018

    • Author(s)
      Taisei Kaizoji
    • Organizer
      The International Conference on 'Network Science in Economics and Finance'
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Company Fundamental Values for Stock Prices: An Empirical Study using Panel Data for Financial Indicators per Share2018

    • Author(s)
      MIyano MIchiko (presenter) and Taisei Kaizoji
    • Organizer
      The 23rd Annual Workshop on Economic Science with Heterogeneous Interacting Agents (WEHIA2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Market efficiency of the bitcoin exchange rate: evidence from cointegration test2018

    • Author(s)
      Zheng Nan (presenter) and Taisei Kaizoji
    • Organizer
      The 23rd Annual Workshop on Economic Science with Heterogeneous Interacting Agents (WEHIA2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Statistical Equilibria in a Discrete Choice Model of Financial Markets2017

    • Author(s)
      Taisei Kaizoji
    • Organizer
      The IV International AMMCS Interdisciplinary Conference, August, 2017, Waterloo, Ontario, Canada.
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] On equivalence of random utility theory and entropy maximization principle2017

    • Author(s)
      Taisei Kaizoji
    • Organizer
      the International Workshop on the Economy as a Complex System IV, November 13-14, 2017. IMSc, Chennai, India.
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Efficiency of Bitcoin Market and Prediction of Bitcoin Price Movements2017

    • Author(s)
      Taisei Kaizoji
    • Organizer
      ECONOPHYS-2017 and APEC-2017 conference in New Delhi, India, November 15-18, 2017.
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Book] Advanced Studies on Financial Technologies and Cryptocurrency Markets2020

    • Author(s)
      Lukas Pichl, Choljun Eom, Enrico Scalas, and Taisei Kaizoji (edited)
    • Total Pages
      256
    • Publisher
      Springer Nature Singapore Pte Ltd.
    • ISBN
      9789811544972
    • Related Report
      2020 Research-status Report
  • [Book] Network Theory and Agent-Based Modeling in Economics and Finance2019

    • Author(s)
      Anindya Chakrabarti, Lukas Pichl, and Taisei Kaizoji (edited)
    • Total Pages
      458
    • Publisher
      Springer Nature
    • ISBN
      9811383189
    • Related Report
      2019 Research-status Report
  • [Funded Workshop] The 23rd Annual Workshop on Economic Science with Heterogeneous Interacting Agents (WEHIA2018)2018

    • Related Report
      2018 Research-status Report

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Published: 2017-04-28   Modified: 2023-03-16  

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