IDEAS home Printed from https://ideas.repec.org/p/arx/papers/1801.02205.html
   My bibliography  Save this paper

The Network of U.S. Mutual Fund Investments: Diversification, Similarity and Fragility throughout the Global Financial Crisis

Author

Listed:
  • Danilo Delpini
  • Stefano Battiston
  • Guido Caldarelli
  • Massimo Riccaboni

Abstract

Network theory proved recently to be useful in the quantification of many properties of financial systems. The analysis of the structure of investment portfolios is a major application since their eventual correlation and overlap impact the actual risk diversification by individual investors. We investigate the bipartite network of US mutual fund portfolios and their assets. We follow its evolution during the Global Financial Crisis and analyse the interplay between diversification, as understood in classical portfolio theory, and similarity of the investments of different funds. We show that, on average, portfolios have become more diversified and less similar during the crisis. However, we also find that large overlap is far more likely than expected from models of random allocation of investments. This indicates the existence of strong correlations between fund portfolio strategies. We introduce a simplified model of propagation of financial shocks, that we exploit to show that a systemic risk component origins from the similarity of portfolios. The network is still vulnerable after crisis because of this effect, despite the increase in the diversification of portfolios. Our results indicate that diversification may even increase systemic risk when funds diversify in the same way. Diversification and similarity can play antagonistic roles and the trade-off between the two should be taken into account to properly assess systemic risk.

Suggested Citation

  • Danilo Delpini & Stefano Battiston & Guido Caldarelli & Massimo Riccaboni, 2018. "The Network of U.S. Mutual Fund Investments: Diversification, Similarity and Fragility throughout the Global Financial Crisis," Papers 1801.02205, arXiv.org.
  • Handle: RePEc:arx:papers:1801.02205
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/1801.02205
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Caldarelli, Guido, 2007. "Scale-Free Networks: Complex Webs in Nature and Technology," OUP Catalogue, Oxford University Press, number 9780199211517.
    2. Michael D. Hurd & Susann Rohwedder, 2010. "Effects of the Financial Crisis and Great Recession on American Households," NBER Working Papers 16407, National Bureau of Economic Research, Inc.
    3. Michael D. Hurd & Susann Rohwedder, 2010. "Effects of the Financial Crisis and Great Recession on American Households," NBER Working Papers 16407, National Bureau of Economic Research, Inc.
    4. Cathline Augustiani & Lorenzo Casavecchia & Jack Gray, 2015. "Managerial Sharing, Mutual Fund Connections, and Performance," International Review of Finance, International Review of Finance Ltd., vol. 15(3), pages 427-455, September.
    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. Jaime F. Lavin & Mauricio A. Valle & Nicolás S. Magner, 2019. "Modeling Overlapped Mutual Funds’ Portfolios: A Bipartite Network Approach," Complexity, Hindawi, vol. 2019, pages 1-20, July.
    2. Gimeno, Ruth & Andreu, Laura & Sarto, José Luis, 2022. "Fund trading divergence and performance contribution," International Review of Financial Analysis, Elsevier, vol. 83(C).
    3. D'Arcangelis, Anna Maria & Rotundo, Giulia, 2021. "Herding in mutual funds: A complex network approach," Journal of Business Research, Elsevier, vol. 129(C), pages 679-686.
    4. Shan Lu & Jichang Zhao & Huiwen Wang, 2018. "The Power of Trading Polarity: Evidence from China Stock Market Crash," Papers 1802.01143, arXiv.org.

    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. Danilo Delpini & Stefano Battiston & Guido Caldarelli & Massimo Riccaboni, 2019. "Systemic risk from investment similarities," PLOS ONE, Public Library of Science, vol. 14(5), pages 1-15, May.
    2. Darko, Francis Addeah & Eales, James S., 2013. "Meat Demand in the US During and After the Great Recession," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150146, Agricultural and Applied Economics Association.
    3. Erdal Tekin & Chandler McClellan & Karen Jean Minyard, 2013. "Health and Health Behaviors during the Worst of Times," NBER Working Papers 19234, National Bureau of Economic Research, Inc.
    4. Christelis, Dimitris & Georgarakos, Dimitris & Jappelli, Tullio, 2015. "Wealth shocks, unemployment shocks and consumption in the wake of the Great Recession," Journal of Monetary Economics, Elsevier, vol. 72(C), pages 21-41.
    5. Brown, Martin, 2013. "The transmission of banking crises to households : lessons from the 2008-2011 crises in the ECA region," Policy Research Working Paper Series 6528, The World Bank.
    6. Kyle F Herkenhoff, 2019. "The Impact of Consumer Credit Access on Unemployment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(6), pages 2605-2642.
    7. Marco Guerrazzi, 2015. "Animal spirits, investment and unemployment: An old Keynesian view of the Great Recession," Economia, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics], vol. 16(3), pages 343-358.
    8. Beachy, Ben, 2012. "A Financial Crisis Manual Causes, Consequences, and Lessons of the Financial Crisis," Working Papers 179105, Tufts University, Global Development and Environment Institute.
    9. Claire Greene & Shaun O'Brien & Scott Schuh, 2017. "U. S. consumer cash use, 2012 and 2015: an introduction to the Diary of Consumer Payment Choice," Research Data Report 17-6, Federal Reserve Bank of Boston.
    10. Ben Beachy, 2012. "A Financial Crisis Manual Causes, Consequences, and Lessons of the Financial Crisis," GDAE Working Papers 12-06, GDAE, Tufts University.
    11. Alan C. Monheit & Irina Grafova & Rizie Kumar, 2014. "How Does Family Health Care Use Respond to Economic Shocks? Realized and Anticipated Effects," NBER Working Papers 20348, National Bureau of Economic Research, Inc.
    12. Thomas F. Crossley & Joachim K. Winter, 2014. "Asking Households about Expenditures: What Have We Learned?," NBER Chapters, in: Improving the Measurement of Consumer Expenditures, pages 23-50, National Bureau of Economic Research, Inc.
    13. Scott Schuh, 2017. "Measuring consumer expenditures with payment diaries," Working Papers 17-2, Federal Reserve Bank of Boston.
    14. David Hao Zhang, 2016. "How do people pay rent?," Research Data Report 16-2, Federal Reserve Bank of Boston.
    15. Laurens Cherchye & Thomas Demuynck & Bram De Rock & Khushboo Surana, 2020. "Revealed Preference Analysis with Normal Goods: Application to Cost-of-Living Indices," American Economic Journal: Microeconomics, American Economic Association, vol. 12(3), pages 165-188, August.
    16. Bridget Terry Long, 2014. "The Financial Crisis and College Enrollment: How Have Students and Their Families Responded?," NBER Chapters, in: How the Financial Crisis and Great Recession Affected Higher Education, pages 209-233, National Bureau of Economic Research, Inc.
    17. Ifcher, John & Zarghamee, Homa & Cabacungan, Amanda, 2016. "The Great Recession and Life Satisfaction: The Unique Decline for Americans Approaching Retirement Age," IZA Discussion Papers 10452, Institute of Labor Economics (IZA).
    18. Robin L. Lumsdaine & Rogier J.D. Potter van Loon, 2013. "Wall Street vs. Main Street: An Evaluation of Probabilities," NBER Working Papers 19103, National Bureau of Economic Research, Inc.
    19. Tekin, Erdal & McClellan, Chandler & Minyard, Karen Jean, 2013. "Health and Health Behaviors during the Worst of Times: Evidence from the Great Recession," IZA Discussion Papers 7538, Institute of Labor Economics (IZA).
    20. Johanna Catherine Maclean & Jonathan H. Cantor & Rosalie Liccardo Pacula, 2015. "Economic downturns and substance abuse treatment: Evidence from admissions data," DETU Working Papers 1504, Department of Economics, Temple University.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:arx:papers:1801.02205. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.