IDEAS home Printed from https://ideas.repec.org/a/eee/finana/v28y2013icp1-8.html
   My bibliography  Save this article

Asymmetric dynamic relations between stock prices and mutual fund units in Japan. An application of hidden cointegration technique

Author

Listed:
  • Alexakis, Christos
  • Dasilas, Apostolos
  • Grose, Chris

Abstract

This paper examines “causality” effects between mutual fund flows and stock index prices in Japan. In particular, both the short and long run dynamics between stock prices and fund units are investigated. The novelty of our paper is the use of the hidden cointegration technique which attempts to capture heterogeneous fund flow reactions when stock index prices move up or down. Moreover, we employ the crouching error correction model (CECM) to assess the relationship between stock market movements and fund flow changes. The results show that stock prices and mutual fund units are cointegrated. In the case of positive movements there is a bi-directional effect interconnecting them, whereas for negative movements, causality runs only from fund flows to stock prices. The dynamics structure provides evidence that market microstructure, taxation and investors' sentiment affect stock price and unit formation.

Suggested Citation

  • Alexakis, Christos & Dasilas, Apostolos & Grose, Chris, 2013. "Asymmetric dynamic relations between stock prices and mutual fund units in Japan. An application of hidden cointegration technique," International Review of Financial Analysis, Elsevier, vol. 28(C), pages 1-8.
  • Handle: RePEc:eee:finana:v:28:y:2013:i:c:p:1-8
    DOI: 10.1016/j.irfa.2013.02.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1057521913000100
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.irfa.2013.02.001?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. L. Copeland & Ping Wang, 2000. "Forecasting the returns on UK investment trusts: a comparison," The European Journal of Finance, Taylor & Francis Journals, vol. 6(3), pages 298-310.
    2. William N. Goetzmann & Massimo Massa, 2003. "Index Funds and Stock Market Growth," The Journal of Business, University of Chicago Press, vol. 76(1), pages 1-28, January.
    3. Timothy Jares & Angeline Lavin, 2004. "Japan and Hong Kong Exchange-Traded Funds (ETFs): Discounts, Returns, and Trading Strategies," Journal of Financial Services Research, Springer;Western Finance Association, vol. 25(1), pages 57-69, February.
    4. Lunde A. & Timmermann A., 2004. "Duration Dependence in Stock Prices: An Analysis of Bull and Bear Markets," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 253-273, July.
    5. Stephen Brown & William Goetzmann & Takato Hiraki & Noriyoshi Shiraishi & Masahiro Watanabe, 2002. "Investor Sentiment in Japanese and U.S. Daily Mutual Fund Flows," Yale School of Management Working Papers ysm274, Yale School of Management, revised 01 Apr 2008.
    6. Ippolito, Richard A, 1992. "Consumer Reaction to Measures of Poor Quality: Evidence from the Mutual Fund Industry," Journal of Law and Economics, University of Chicago Press, vol. 35(1), pages 45-70, April.
    7. Takahashi, Hidetomo, 2010. "The influence of academic interactions on stock selection and performance: Evidence from Japan," The Quarterly Review of Economics and Finance, Elsevier, vol. 50(3), pages 361-366, August.
    8. M. Imtiaz Mazumder & Edward M. Miller & Oscar A. Varela, 2010. "Market Timing the Trading of International Mutual Funds: Weekend, Weekday and Serial Correlation Strategies," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 37(7-8), pages 979-1007.
    9. Granger, Clive W.J. & YOON, GAWON, 2002. "Hidden Cointegration," University of California at San Diego, Economics Working Paper Series qt9qn5f61j, Department of Economics, UC San Diego.
    10. Kenneth A. Kim & John R. Nofsinger, 2005. "Institutional Herding, Business Groups, and Economic Regimes: Evidence from Japan," The Journal of Business, University of Chicago Press, vol. 78(1), pages 213-242, January.
    11. Gombola, Michael J & Liu, Feng-Ying L, 1993. "Dividend Yields and Stock Returns: Evidence of Time Variation between Bull and Bear Markets," The Financial Review, Eastern Finance Association, vol. 28(3), pages 303-327, August.
    12. Coval, Joshua & Stafford, Erik, 2007. "Asset fire sales (and purchases) in equity markets," Journal of Financial Economics, Elsevier, vol. 86(2), pages 479-512, November.
    13. Kandel, Shmuel & Wohl, Avi & Braverman, Oded, 2005. "The (Bad?) Timing of Mutual Fund Investors," CEPR Discussion Papers 5243, C.E.P.R. Discussion Papers.
    14. Ben-Rephael, Azi & Kandel, Shmuel & Wohl, Avi, 2012. "Measuring investor sentiment with mutual fund flows," Journal of Financial Economics, Elsevier, vol. 104(2), pages 363-382.
    15. Gharghori, Philip & Mudumba, Shifali & Veeraraghavan, Madhu, 2007. "How smart is money? An investigation into investor behaviour in the Australian managed fund industry," Pacific-Basin Finance Journal, Elsevier, vol. 15(5), pages 494-513, November.
    16. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    17. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    18. 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.
    19. 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.
    20. Brown, Stephen J & Goetzmann, William N & Hiraki, Takato & Otsuki, Toshiyuki & Shiraishi, Noriyoshi, 2001. "The Japanese Open-End Fund Puzzle," The Journal of Business, University of Chicago Press, vol. 74(1), pages 59-77, January.
    21. Ashiq Ali & Kelsey D. Wei & Yibin Zhou, 2011. "Insider Trading and Option Grant Timing in Response to Fire Sales (and Purchases) of Stocks by Mutual Funds," Journal of Accounting Research, Wiley Blackwell, vol. 49(3), pages 595-632, June.
    22. Cai, Jun & Chan, K C & Yamada, Takeshi, 1997. "The Performance of Japanese Mutual Funds," The Review of Financial Studies, Society for Financial Studies, vol. 10(2), pages 237-273.
    23. Shefrin, Hersh & Statman, Meir, 1985. "The Disposition to Sell Winners Too Early and Ride Losers Too Long: Theory and Evidence," Journal of Finance, American Finance Association, vol. 40(3), pages 777-790, July.
    24. Watson, John & Wickramanayake, J., 2012. "The relationship between aggregate managed fund flows and share market returns in Australia," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(3), pages 451-472.
    25. Bailey, Warren & Kumar, Alok & Ng, David, 2011. "Behavioral biases of mutual fund investors," Journal of Financial Economics, Elsevier, vol. 102(1), pages 1-27, October.
    26. Ben-Rephael, Azi & Kandel, Shmuel & Wohl, Avi, 2011. "The Price Pressure of Aggregate Mutual Fund Flows," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(2), pages 585-603, April.
    27. Cao, Charles & Chang, Eric C. & Wang, Ying, 2008. "An empirical analysis of the dynamic relationship between mutual fund flow and market return volatility," Journal of Banking & Finance, Elsevier, vol. 32(10), pages 2111-2123, October.
    28. Yoshio Iihara & Hideaki Kiyoshi Kato & Toshifumi Tokunaga, 2001. "Investors' Herding on the Tokyo Stock Exchange," International Review of Finance, International Review of Finance Ltd., vol. 2(1&2), pages 71-98.
    29. Cha, Heung-Joo & Kim, Jaebeom, 2010. "Stock returns and investment trust flows in the Japanese financial market: A system approach," Journal of Asian Economics, Elsevier, vol. 21(4), pages 327-332, August.
    30. Oh, Natalie Y. & Parwada, Jerry T., 2007. "Relations between mutual fund flows and stock market returns in Korea," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 17(2), pages 140-151, April.
    31. George P. Nishiotis, 2006. "Further Evidence on Closed-End Country Fund Prices and International Capital Flows," The Journal of Business, University of Chicago Press, vol. 79(4), pages 1727-1754, July.
    32. Chu, Patrick Kuok-Kun, 2011. "Relationship between macroeconomic variables and net asset values (NAV) of equity funds: Cointegration evidence and vector error correction model of the Hong Kong Mandatory Provident Funds (MPFs)," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(5), pages 792-810.
    33. Edelen, Roger M. & Warner, Jerold B., 2001. "Aggregate price effects of institutional trading: a study of mutual fund flow and market returns," Journal of Financial Economics, Elsevier, vol. 59(2), pages 195-220, February.
    34. Franklin Edwards & Xin Zhang, 1998. "Mutual Funds and Stock and Bond Market Stability," Journal of Financial Services Research, Springer;Western Finance Association, vol. 13(3), pages 257-282, June.
    35. Alexakis, Christos & Niarchos, Nikitas & Patra, Theopfano & Poshakwale, Sunil, 2005. "The dynamics between stock returns and mutual fund flows: empirical evidence from the Greek market," International Review of Financial Analysis, Elsevier, vol. 14(5), pages 559-569.
    36. Juan Carlos Matallin & Luisa Nieto, 2002. "Mutual funds as an alternative to direct stock investment: A cointegration approach," Applied Financial Economics, Taylor & Francis Journals, vol. 12(10), pages 743-750.
    37. Guglielmo Maria Caporale & Nikolaos Philippas & Nikitas Pittis, 2004. "Feedbacks between mutual fund flows and security returns: evidence from the Greek capital market," Applied Financial Economics, Taylor & Francis Journals, vol. 14(14), pages 981-989.
    38. Chu, Patrick Kuok Kun, 2010. "The price linkages between the equity fund price levels and the stock markets: Evidences from cointegration approach and causality analysis of Hong Kong Mandatory Provident Fund (MPF)," International Review of Financial Analysis, Elsevier, vol. 19(4), pages 281-288, September.
    39. Joshua M. Pollet & Mungo Wilson, 2008. "How Does Size Affect Mutual Fund Behavior?," Journal of Finance, American Finance Association, vol. 63(6), pages 2941-2969, December.
    40. M. Imtiaz Mazumder & Edward M. Miller & Oscar A. Varela, 2010. "Market Timing the Trading of International Mutual Funds: Weekend, Weekday and Serial Correlation Strategies," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 37(7‐8), pages 979-1007, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Antonakakis, Nikolaos & Chang, Tsangyao & Cunado, Juncal & Gupta, Rangan, 2018. "The relationship between commodity markets and commodity mutual funds: A wavelet-based analysis," Finance Research Letters, Elsevier, vol. 24(C), pages 1-9.
    2. Koutroulis, Aristotelis & Panagopoulos, Yannis & Tsouma, Ekaterini, 2016. "Asymmetry in the response of unemployment to output changes in Greece: Evidence from hidden co-integration," The Journal of Economic Asymmetries, Elsevier, vol. 13(C), pages 81-88.
    3. Alexakis, Christos & Pappas, Vasileios & Tsikouras, Alexandros, 2017. "Hidden cointegration reveals hidden values in Islamic investments," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 46(C), pages 70-83.
    4. Shinozawa, Yoshikatsu & Vivian, Andrew, 2015. "Determinants of money flows into investment trusts in Japan," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 37(C), pages 138-161.
    5. Vassilios Babalos & Guglielmo Maria Caporale & Nicola Spagnolo, 2021. "Equity fund flows and stock market returns in the USA before and after the global financial crisis: a VAR-GARCH-in-mean analysis," Empirical Economics, Springer, vol. 60(2), pages 539-555, February.
    6. taiebnia , Ali & rahmani , Teymur & Mohammadali , Hanieh, 2019. "Profit Rate Stickiness and Bank Specific Characteristics: Empirical Study of Panel Hidden Cointegration," Journal of Money and Economy, Monetary and Banking Research Institute, Central Bank of the Islamic Republic of Iran, vol. 14(1), pages 1-25, January.
    7. Economou, Fotini & Panagopoulos, Yannis & Tsouma, Ekaterini, 2018. "Uncovering asymmetries in the relationship between fear and the stock market using a hidden co-integration approach," Research in International Business and Finance, Elsevier, vol. 44(C), pages 459-470.
    8. Qureshi, Fiza & Khan, Habib Hussain & Rehman, Ijaz Ur & Ghafoor, Abdul & Qureshi, Saba, 2019. "Mutual fund flows and investors’ expectations in BRICS economies: Implications for international diversification," Economic Systems, Elsevier, vol. 43(1), pages 130-150.
    9. Babalos, Vassilios & Balcilar, Mehmet, 2017. "Does institutional trading drive commodities prices away from their fundamentals: Evidence from a nonparametric causality-in-quantiles test," Finance Research Letters, Elsevier, vol. 21(C), pages 126-131.
    10. Lee, Bong Soo & Paek, Miyoun & Ha, Yeonjeong & Ko, Kwangsoo, 2015. "The dynamics of market volatility, market return, and equity fund flow: International evidence," International Review of Economics & Finance, Elsevier, vol. 35(C), pages 214-227.
    11. Qureshi, Fiza & Kutan, Ali M. & Ghafoor, Abdul & Hussain Khan, Habib & Qureshi, Zeeshan, 2019. "Dynamics of mutual funds and stock markets in Asian developing economies," Journal of Asian Economics, Elsevier, vol. 65(C).
    12. Hong, Yanran & Ma, Feng & Wang, Lu & Liang, Chao, 2022. "How does the COVID-19 outbreak affect the causality between gold and the stock market? New evidence from the extreme Granger causality test," Resources Policy, Elsevier, vol. 78(C).
    13. Sanjiwani Jayant KUMAR & Hitesh PUNJABI & Ashish MAHADIK, 2018. "Study of Relationship between Large-Cap Equity Funds Returns in India and Benchmark Returns," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 3, pages 47-56.
    14. Yue Meinn GOH & Ros Zam Zam SAPIAN, 2017. "Return, Volatility And Fund Flows Linkages: Malaysian Evidence," Management and Marketing Journal, University of Craiova, Faculty of Economics and Business Administration, vol. 0(2), pages 59-69, November.
    15. Paek, Miyoun & Ko, Kwangsoo, 2014. "Aggregate net flows, inflows, and outflows of equity funds: The U.S. versus Japan," Japan and the World Economy, Elsevier, vol. 32(C), pages 85-95.
    16. Aminah Shari, 2015. "The Performance of Unit Trust Industry in Malaysia," Information Management and Business Review, AMH International, vol. 7(4), pages 46-54.

    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. Vassilios Babalos & Guglielmo Maria Caporale & Nicola Spagnolo, 2021. "Equity fund flows and stock market returns in the USA before and after the global financial crisis: a VAR-GARCH-in-mean analysis," Empirical Economics, Springer, vol. 60(2), pages 539-555, February.
    2. Watson, John & Wickramanayake, J., 2012. "The relationship between aggregate managed fund flows and share market returns in Australia," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(3), pages 451-472.
    3. Paek, Miyoun & Ko, Kwangsoo, 2014. "Aggregate net flows, inflows, and outflows of equity funds: The U.S. versus Japan," Japan and the World Economy, Elsevier, vol. 32(C), pages 85-95.
    4. Qureshi, Fiza & Kutan, Ali M. & Ghafoor, Abdul & Hussain Khan, Habib & Qureshi, Zeeshan, 2019. "Dynamics of mutual funds and stock markets in Asian developing economies," Journal of Asian Economics, Elsevier, vol. 65(C).
    5. Rakowski, David & Yamani, Ehab, 2021. "Endogeneity in the mutual fund flow–performance relationship: An instrumental variables solution," Journal of Empirical Finance, Elsevier, vol. 64(C), pages 247-271.
    6. 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.
    7. Shinozawa, Yoshikatsu & Vivian, Andrew, 2015. "Determinants of money flows into investment trusts in Japan," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 37(C), pages 138-161.
    8. Ros Zam Zam Sapian & Jing Quan Lee, 2018. "Return, Volatility and Equity Fund Flows Linkages: Evidence from an Emerging Market," International Journal of Academic Research in Business and Social Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Business and Social Sciences, vol. 8(7), pages 172-186, July.
    9. Fiza Qureshi & Ali M. Kutan & Habib Hussain Khan & Saba Qureshi, 2019. "Equity fund flows, market returns, and market risk: evidence from China," Risk Management, Palgrave Macmillan, vol. 21(1), pages 48-71, March.
    10. Antonakakis, Nikolaos & Chang, Tsangyao & Cunado, Juncal & Gupta, Rangan, 2018. "The relationship between commodity markets and commodity mutual funds: A wavelet-based analysis," Finance Research Letters, Elsevier, vol. 24(C), pages 1-9.
    11. Kim, Ho-Yong & Kwon, Okyu & Oh, Gabjin, 2016. "A causality between fund performance and stock market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 443(C), pages 439-450.
    12. Cha, Heung-Joo & Kim, Jaebeom, 2010. "Stock returns and investment trust flows in the Japanese financial market: A system approach," Journal of Asian Economics, Elsevier, vol. 21(4), pages 327-332, August.
    13. Jaebeom Kim & Jung-Min Kim, 2020. "Stock returns and mutual fund flows in the korean financial markets: a system approach," Applied Economics, Taylor & Francis Journals, vol. 52(33), pages 3588-3599, June.
    14. Hiraki, Takato & Ito, Akitoshi, 2009. "Investor biases in Japan: Another pathology of Keiretsu," Pacific-Basin Finance Journal, Elsevier, vol. 17(1), pages 100-124, January.
    15. Lee, Bong Soo & Paek, Miyoun & Ha, Yeonjeong & Ko, Kwangsoo, 2015. "The dynamics of market volatility, market return, and equity fund flow: International evidence," International Review of Economics & Finance, Elsevier, vol. 35(C), pages 214-227.
    16. Yue Meinn GOH & Ros Zam Zam SAPIAN, 2017. "Return, Volatility And Fund Flows Linkages: Malaysian Evidence," Management and Marketing Journal, University of Craiova, Faculty of Economics and Business Administration, vol. 0(2), pages 59-69, November.
    17. Oh, Natalie Y. & Parwada, Jerry T., 2007. "Relations between mutual fund flows and stock market returns in Korea," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 17(2), pages 140-151, April.
    18. Chen, Wen, 2021. "Equity investor sentiment and bond market reaction: Test of overinvestment and capital flow hypotheses," Journal of Financial Markets, Elsevier, vol. 55(C).
    19. Wagner, Moritz & Lee, John Byong-Tek & Margaritis, Dimitris, 2022. "Mutual fund flows and seasonalities in stock returns," Journal of Banking & Finance, Elsevier, vol. 144(C).
    20. Qureshi, Fiza & Khan, Habib Hussain & Rehman, Ijaz Ur & Ghafoor, Abdul & Qureshi, Saba, 2019. "Mutual fund flows and investors’ expectations in BRICS economies: Implications for international diversification," Economic Systems, Elsevier, vol. 43(1), pages 130-150.

    More about this item

    Keywords

    Mutual fund flows; Stock returns; Hidden cointegration;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    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:finana:v:28:y:2013:i:c:p:1-8. 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/620166 .

    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.