IDEAS home Printed from https://ideas.repec.org/a/kap/empiri/v51y2024i3d10.1007_s10663-024-09614-2.html
   My bibliography  Save this article

Performance and investment styles of international multi-asset funds during market crises

Author

Listed:
  • Paulo Leite

    (Polytechnic Institute of Cávado and Ave)

Abstract

This paper presents a comprehensive investigation into the performance of multi-asset funds investing internationally. Based on a custom-built conditional multi-factor model, which includes several bond and equity-related factors, along with time-varying betas and alphas, we show that funds in our dataset significantly underperform from 2004 to 2021. This evidence holds even on a before-fee basis, with funds investing predominantly in bonds exhibiting significantly higher alphas than funds investing predominantly in equities. Since multi-asset funds may better hedge against market downturns than equity or bond funds, given their higher asset class diversification, we also evaluate performance for crisis and non-crisis phases separately. The results show that, during market crises, international multi-asset funds perform significantly better than in non-crisis times, achieving neutral performance. However, while funds that favour bond investments perform similarly across different market phases, funds that prioritize equity investments perform significantly better during crises. Consequently, multi-asset funds with higher bond holdings can be a better option during non-crisis periods, while funds with higher equity holdings should be preferred during market downturns. This somewhat puzzling finding seems to be related to funds’ cash holdings. By providing a better understanding of the asset allocation decisions of international mutual fund managers, as well as of their impact on fund performance, this work has meaningful implications for investors.

Suggested Citation

  • Paulo Leite, 2024. "Performance and investment styles of international multi-asset funds during market crises," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 51(3), pages 783-805, August.
  • Handle: RePEc:kap:empiri:v:51:y:2024:i:3:d:10.1007_s10663-024-09614-2
    DOI: 10.1007/s10663-024-09614-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10663-024-09614-2
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10663-024-09614-2?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. Kim J. Heyden & Florian Röder, 2020. "The smart money effect in Germany – do investment focus and bank-affiliation matter?," The European Journal of Finance, Taylor & Francis Journals, vol. 26(12), pages 1125-1145, August.
    2. Banegas, Ayelen & Gillen, Ben & Timmermann, Allan & Wermers, Russ, 2013. "The cross section of conditional mutual fund performance in European stock markets," Journal of Financial Economics, Elsevier, vol. 108(3), pages 699-726.
    3. Herrmann, Ulf & Scholz, Hendrik, 2013. "Short-term persistence in hybrid mutual fund performance: The role of style-shifting abilities," Journal of Banking & Finance, Elsevier, vol. 37(7), pages 2314-2328.
    4. Ayadi, Mohamed A. & Chaibi, Anis & Kryzanowski, Lawrence, 2016. "Performance of Canadian hybrid mutual funds," The North American Journal of Economics and Finance, Elsevier, vol. 38(C), pages 124-147.
    5. Tchamyou, Vanessa S. & Asongu, Simplice A., 2017. "Conditional market timing in the mutual fund industry," Research in International Business and Finance, Elsevier, vol. 42(C), pages 1355-1366.
    6. Milan Szabo, 2022. "Meeting investor outflows in Czech bond and equity funds: horizontal or vertical?," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 49(4), pages 1123-1151, November.
    7. Dass, Nishant & Nanda, Vikram & Wang, Qinghai, 2013. "Allocation of decision rights and the investment strategy of mutual funds," Journal of Financial Economics, Elsevier, vol. 110(1), pages 254-277.
    8. George Comer, 2006. "Hybrid Mutual Funds and Market Timing Performance," The Journal of Business, University of Chicago Press, vol. 79(2), pages 771-798, March.
    9. Marcin Kacperczyk & Stijn Van Nieuwerburgh & Laura Veldkamp, 2014. "Time-Varying Fund Manager Skill," Journal of Finance, American Finance Association, vol. 69(4), pages 1455-1484, August.
    10. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    11. Elton, Edwin J & Gruber, Martin J & Blake, Christopher R, 1995. "Fundamental Economic Variables, Expected Returns, and Bond Fund Performance," Journal of Finance, American Finance Association, vol. 50(4), pages 1229-1256, September.
    12. Wayne Ferson & Tyler R. Henry & Darren J. Kisgen, 2006. "Evaluating Government Bond Fund Performance with Stochastic Discount Factors," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 423-455.
    13. Kenneth Khang & Thomas W. Miller, 2022. "Mutual fund performance components: an application to asset allocation mutual funds," Applied Economics, Taylor & Francis Journals, vol. 54(25), pages 2933-2948, May.
    14. Andreas G.F. Hoepner & Hussain G. Rammal & Michael Rezec, 2011. "Islamic mutual funds’ financial performance and international investment style: evidence from 20 countries," The European Journal of Finance, Taylor & Francis Journals, vol. 17(9-10), pages 829-850, November.
    15. Robert Kosowski, 2011. "Do Mutual Funds Perform When It Matters Most to Investors? US Mutual Fund Performance and Risk in Recessions and Expansions," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 1(03), pages 607-664.
    16. Rogér Otten & Dennis Bams, 2004. "How to measure mutual fund performance: economic versus statistical relevance," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 44(2), pages 203-222, July.
    17. Ayadi, Mohamed A. & Kryzanowski, Lawrence, 2011. "Fixed-income fund performance: Role of luck and ability in tail membership," Journal of Empirical Finance, Elsevier, vol. 18(3), pages 379-392, June.
    18. Wang, Wenzhao & Su, Chen & Duxbury, Darren, 2022. "The conditional impact of investor sentiment in global stock markets: A two-channel examination," Journal of Banking & Finance, Elsevier, vol. 138(C).
    19. Adrian R. Pagan & Kirill A. Sossounov, 2003. "A simple framework for analysing bull and bear markets," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 23-46.
    20. Christopherson, Jon A & Ferson, Wayne E & Glassman, Debra A, 1998. "Conditioning Manager Alphas on Economic Information: Another Look at the Persistence of Performance," The Review of Financial Studies, Society for Financial Studies, vol. 11(1), pages 111-142.
    21. Xu, Yongan & Liang, Chao & Wang, Jianqiong, 2023. "Financial stress and returns predictability: Fresh evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 78(C).
    22. Paulo Armada Leite & Maria Ceu Cortez, 2009. "Conditioning information in mutual fund performance evaluation: Portuguese evidence," The European Journal of Finance, Taylor & Francis Journals, vol. 15(5-6), pages 585-605.
    23. Nofsinger, John & Varma, Abhishek, 2014. "Socially responsible funds and market crises," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 180-193.
    24. Liang, Chao & Wang, Lu & Duong, Duy, 2024. "More attention and better volatility forecast accuracy: How does war attention affect stock volatility predictability?," Journal of Economic Behavior & Organization, Elsevier, vol. 218(C), pages 1-19.
    25. C. J. Adcock & M. Ceu Cortez & M. J. Rocha Armada & F. Silva, 2012. "Time varying betas and the unconditional distribution of asset returns," Quantitative Finance, Taylor & Francis Journals, vol. 12(6), pages 951-967, November.
    26. Chen, Jie & Lasfer, Meziane & Song, Wei & Zhou, Si, 2021. "Recession managers and mutual fund performance," Journal of Corporate Finance, Elsevier, vol. 69(C).
    27. Uddin, Gazi Salah & Arreola Hernandez, Jose & Labidi, Chiraz & Troster, Victor & Yoon, Seong-Min, 2019. "The impact of financial and economic factors on Islamic mutual fund performance: Evidence from multiple fund categories," Journal of Multinational Financial Management, Elsevier, vol. 52.
    28. Larrymore, Norris L. & Rodriguez, Javier, 2007. "Active fund management: Global asset allocation funds," Journal of Multinational Financial Management, Elsevier, vol. 17(3), pages 244-256, July.
    Full references (including those not matched with items on IDEAS)

    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. Ayadi, Mohamed A. & Chaibi, Anis & Kryzanowski, Lawrence, 2016. "Performance of Canadian hybrid mutual funds," The North American Journal of Economics and Finance, Elsevier, vol. 38(C), pages 124-147.
    2. Leite, Paulo & Cortez, Maria Céu, 2015. "Performance of European socially responsible funds during market crises: Evidence from France," International Review of Financial Analysis, Elsevier, vol. 40(C), pages 132-141.
    3. Jitmaneeroj, Boonlert, 2023. "Time-varying fund manager skills of socially responsible investing (SRI) funds in developed and emerging markets," Research in International Business and Finance, Elsevier, vol. 64(C).
    4. Ľuboš Pástor & M Blair Vorsatz & Jeffrey Pontiff, 0. "Mutual Fund Performance and Flows during the COVID-19 Crisis," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 791-833.
    5. Gbenga Ibikunle & Carmen‐Pilar Martí‐Ballester, 2022. "Can water mutual funds aid sustainable development?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 1173-1190, January.
    6. Keith Cuthbertson & Simon Hayley & Dirk Nitzsche, 2016. "Market and Style Timing: German Equity and Bond Funds," European Financial Management, European Financial Management Association, vol. 22(4), pages 667-696, September.
    7. Ferson, Wayne E., 2013. "Investment Performance: A Review and Synthesis," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 969-1010, Elsevier.
    8. Wayne E. Ferson & Jerchern Lin, 2013. "Alpha and Performance Measurement: The Effects of Investor Disagreement and Heterogeneity," NBER Working Papers 19349, National Bureau of Economic Research, Inc.
    9. Hooi Hooi Lean & Fabio Pizzutilo, 2021. "Performances and risk of socially responsible investments across regions during crisis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 3556-3568, July.
    10. Paulo Leite & Manuel Rocha Armada, 2017. "Bond Fund Performance During Recessions and Expansions: Empirical Evidence from a Small Market," International Review of Finance, International Review of Finance Ltd., vol. 17(1), pages 163-170, March.
    11. Ayadi, Mohamed A. & Lazrak, Skander & Liao, Yusui & Welch, Robert, 2018. "Performance of fixed-income mutual funds with regime-switching models," The Quarterly Review of Economics and Finance, Elsevier, vol. 69(C), pages 217-231.
    12. Grønborg, Niels S. & Lunde, Asger & Timmermann, Allan & Wermers, Russ, 2021. "Picking funds with confidence," Journal of Financial Economics, Elsevier, vol. 139(1), pages 1-28.
    13. Soler-Domínguez, Amparo & Matallín-Sáez, Juan Carlos, 2016. "Socially (ir)responsible investing? The performance of the VICEX Fund from a business cycle perspective," Finance Research Letters, Elsevier, vol. 16(C), pages 190-195.
    14. Andreu, Laura & Matallín-Sáez, Juan Carlos & Sarto, José Luis, 2018. "Mutual fund performance attribution and market timing using portfolio holdings," International Review of Economics & Finance, Elsevier, vol. 57(C), pages 353-370.
    15. Grose, Chris & Dasilas, Apostolos & Alexakis, Christos, 2014. "Performance persistence in fixed interest funds: With an eye on the post-debt crisis period," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 33(C), pages 155-182.
    16. Alda, Mercedes & Andreu, Laura & Sarto, José Luis, 2017. "Learning about individual managers’ performance in UK pension funds: The importance of specialization," The North American Journal of Economics and Finance, Elsevier, vol. 42(C), pages 654-667.
    17. Angelidis, Timotheos & Giamouridis, Daniel & Tessaromatis, Nikolaos, 2013. "Revisiting mutual fund performance evaluation," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1759-1776.
    18. Omneya Abdelsalam & Meryem Duygun & Juan Carlos Matallín-Sáez & Emili Tortosa-Ausina, 2017. "Is Ethical Money Sensitive to Past Returns? The Case of Portfolio Constraints and Persistence in Islamic Funds," Journal of Financial Services Research, Springer;Western Finance Association, vol. 51(3), pages 363-384, June.
    19. Uddin, Gazi Salah & Arreola Hernandez, Jose & Labidi, Chiraz & Troster, Victor & Yoon, Seong-Min, 2019. "The impact of financial and economic factors on Islamic mutual fund performance: Evidence from multiple fund categories," Journal of Multinational Financial Management, Elsevier, vol. 52.
    20. Katarzyna Perez & £ukasz Szymczyk, 2022. "Actual rate of the management fee in mutual funds of different styles," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 17(4), pages 969-1014, December.

    More about this item

    Keywords

    Multi-asset funds; Mutual fund performance; Market crises; Multi-factor models; Conditional models;
    All these keywords.

    JEL classification:

    • G01 - Financial Economics - - General - - - Financial Crises
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

    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:kap:empiri:v:51:y:2024:i:3:d:10.1007_s10663-024-09614-2. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.