IDEAS home Printed from https://ideas.repec.org/p/bis/biswps/577.html
   My bibliography  Save this paper

Are star funds really shining? Cross-trading and performance shifting in mutual fund families

Author

Listed:
  • Alexander Eisele
  • Tamara Nefedova
  • Gianpaolo Parise

Abstract

The majority of financial trades take place in open and highly regulated markets. As an alternative venue, large asset managers sometimes offset the trades of affiliated funds in an internal market, without relying on external facilities or supervision. In this paper, we employ institutional trade-level data to examine such cross-trades. We find that cross-trades used to display a spread of 46 basis points with respect to open market trades before more restrictive regulation was adopted. The introduction of tighter supervision decreased this spread by 59 basis points, bringing the execution price of cross-trades below that of open market trades. We additionally find that cross-trades presented larger deviations from benchmark prices when the exchanged stocks were illiquid and highly volatile, during high financial uncertainty times, and when the asset manager had weak governance, large internal markets, and a strong incentive for reallocating performance. Finally, we provide evidence suggesting that cross-trades are more likely than open-market trades to be executed exactly at the highest or lowest price of the day, consistent with the ex post setting of the price. Our results are consistent with theoretical models of internal capital markets in which the headquarters actively favors its "stars" at the expense of the least valuable units.

Suggested Citation

  • Alexander Eisele & Tamara Nefedova & Gianpaolo Parise, 2016. "Are star funds really shining? Cross-trading and performance shifting in mutual fund families," BIS Working Papers 577, Bank for International Settlements.
  • Handle: RePEc:bis:biswps:577
    as

    Download full text from publisher

    File URL: http://www.bis.org/publ/work577.pdf
    File Function: Full PDF document
    Download Restriction: no

    File URL: http://www.bis.org/publ/work577.htm
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Agarwal, Vikas & Gay, Gerald D. & Ling, Leng, 2014. "Window dressing in mutual funds," CFR Working Papers 11-07 [rev.3], University of Cologne, Centre for Financial Research (CFR).
    2. Stein, Jeremy C, 1997. "Internal Capital Markets and the Competition for Corporate Resources," Journal of Finance, American Finance Association, vol. 52(1), pages 111-133, March.
    3. Elton, Edwin J. & Gruber, Martin J. & Green, T. Clifton, 2007. "The Impact of Mutual Fund Family Membership on Investor Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(2), pages 257-277, June.
    4. Kempf, Alexander & Ruenzi, Stefan & Thiele, Tanja, 2009. "Employment risk, compensation incentives, and managerial risk taking: Evidence from the mutual fund industry," Journal of Financial Economics, Elsevier, vol. 92(1), pages 92-108, April.
    5. Ferris, Stephen P. & Yan, Xuemin (Sterling), 2009. "Agency costs, governance, and organizational forms: Evidence from the mutual fund industry," Journal of Banking & Finance, Elsevier, vol. 33(4), pages 619-626, April.
    6. Sabrina Buti & Barbara Rindi & Ingrid M. Werner, 2011. "Dark Pool Trading Strategies," Working Papers 421, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    7. Miguel Antón & Christopher Polk, 2014. "Connected Stocks," Journal of Finance, American Finance Association, vol. 69(3), pages 1099-1127, June.
    8. Massa, Massimo, 2003. "How do family strategies affect fund performance? When performance-maximization is not the only game in town," Journal of Financial Economics, Elsevier, vol. 67(2), pages 249-304, February.
    9. Chevalier, Judith & Ellison, Glenn, 1997. "Risk Taking by Mutual Funds as a Response to Incentives," Journal of Political Economy, University of Chicago Press, vol. 105(6), pages 1167-1200, December.
    10. Suleyman Basak & Anna Pavlova & Alexander Shapiro, 2007. "Optimal Asset Allocation and Risk Shifting in Money Management," The Review of Financial Studies, Society for Financial Studies, vol. 20(5), pages 1583-1621, 2007 21.
    11. repec:bla:jfinan:v:53:y:1998:i:5:p:1589-1622 is not listed on IDEAS
    12. Hasbrouck, Joel, 2007. "Empirical Market Microstructure: The Institutions, Economics, and Econometrics of Securities Trading," OUP Catalogue, Oxford University Press, number 9780195301649.
    13. Joseph Chen & Harrison Hong & Wenxi Jiang & Jeffrey D. Kubik, 2013. "Outsourcing Mutual Fund Management: Firm Boundaries, Incentives, and Performance," Journal of Finance, American Finance Association, vol. 68(2), pages 523-558, April.
    14. 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.
    15. Utpal Bhattacharya & Jung H. Lee & Veronika K. Pool, 2013. "Conflicting Family Values in Mutual Fund Families," Journal of Finance, American Finance Association, vol. 68(1), pages 173-200, February.
    16. Dong Lou, 2012. "A Flow-Based Explanation for Return Predictability," The Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3457-3489.
    17. Eric Zitzewitz, 2006. "How Widespread Was Late Trading in Mutual Funds?," American Economic Review, American Economic Association, vol. 96(2), pages 284-289, May.
    18. Andy Puckett & Xuemin (Sterling) Yan, 2011. "The Interim Trading Skills of Institutional Investors," Journal of Finance, American Finance Association, vol. 66(2), pages 601-633, April.
    19. 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.
    20. Kyle Jurado & Sydney C. Ludvigson & Serena Ng, 2015. "Measuring Uncertainty," American Economic Review, American Economic Association, vol. 105(3), pages 1177-1216, March.
    21. Haoxiang Zhu, 2014. "Do Dark Pools Harm Price Discovery?," The Review of Financial Studies, Society for Financial Studies, vol. 27(3), pages 747-789.
    22. Comerton-Forde, Carole & Putniņš, Tālis J., 2015. "Dark trading and price discovery," Journal of Financial Economics, Elsevier, vol. 118(1), pages 70-92.
    23. Miguel A. Ferreira & Aneel Keswani & António F. Miguel & Sofia B. Ramos, 2013. "The Determinants of Mutual Fund Performance: A Cross-Country Study," Review of Finance, European Finance Association, vol. 17(2), pages 483-525.
    24. Amber Anand & Paul Irvine & Andy Puckett & Kumar Venkataraman, 2012. "Performance of Institutional Trading Desks: An Analysis of Persistence in Trading Costs," The Review of Financial Studies, Society for Financial Studies, vol. 25(2), pages 557-598.
    25. Vikram Nanda, 2004. "Family Values and the Star Phenomenon: Strategies of Mutual Fund Families," The Review of Financial Studies, Society for Financial Studies, vol. 17(3), pages 667-698.
    26. Alexander Kempf & Stefan Ruenzi, 2008. "Tournaments in Mutual-Fund Families," The Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 1013-1036, April.
    27. Oleg Chuprinin & Massimo Massa & David Schumacher, 2015. "Outsourcing in the International Mutual Fund Industry: An Equilibrium View," Journal of Finance, American Finance Association, vol. 70(5), pages 2275-2308, October.
    28. José‐Miguel Gaspar & Massimo Massa & Pedro Matos, 2006. "Favoritism in Mutual Fund Families? Evidence on Strategic Cross‐Fund Subsidization," Journal of Finance, American Finance Association, vol. 61(1), pages 73-104, February.
    29. Hans Degryse & Frank de Jong & Vincent van Kervel, 2015. "The Impact of Dark Trading and Visible Fragmentation on Market Quality," Review of Finance, European Finance Association, vol. 19(4), pages 1587-1622.
    30. David S. Scharfstein & Jeremy C. Stein, 2000. "The Dark Side of Internal Capital Markets: Divisional Rent‐Seeking and Inefficient Investment," Journal of Finance, American Finance Association, vol. 55(6), pages 2537-2564, December.
    31. Frazzini, Andrea & Lamont, Owen A., 2008. "Dumb money: Mutual fund flows and the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 88(2), pages 299-322, May.
    32. Patrick E. McCabe, 2009. "The economics of the mutual fund trading scandal," Finance and Economics Discussion Series 2009-06, Board of Governors of the Federal Reserve System (U.S.).
    33. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    34. Jennifer Huang & Clemens Sialm & Hanjiang Zhang, 2011. "Risk Shifting and Mutual Fund Performance," The Review of Financial Studies, Society for Financial Studies, vol. 24(8), pages 2575-2616.
    35. Itzhak Ben-David & David Hirshleifer, 2012. "Are Investors Really Reluctant to Realize Their Losses? Trading Responses to Past Returns and the Disposition Effect," The Review of Financial Studies, Society for Financial Studies, vol. 25(8), pages 2485-2532.
    36. Hu, Gang, 2009. "Measures of implicit trading costs and buy-sell asymmetry," Journal of Financial Markets, Elsevier, vol. 12(3), pages 418-437, August.
    37. Richard B. Evans, 2010. "Mutual Fund Incubation," Journal of Finance, American Finance Association, vol. 65(4), pages 1581-1611, August.
    38. Marcin Kacperczyk & Clemens Sialm & Lu Zheng, 2005. "On the Industry Concentration of Actively Managed Equity Mutual Funds," Journal of Finance, American Finance Association, vol. 60(4), pages 1983-2011, August.
    39. Dimmock, Stephen G. & Gerken, William C., 2012. "Predicting fraud by investment managers," Journal of Financial Economics, Elsevier, vol. 105(1), pages 153-173.
    40. Casavecchia, Lorenzo & Tiwari, Ashish, 2016. "Cross trading by investment advisers: Implications for mutual fund performance," Journal of Financial Intermediation, Elsevier, vol. 25(C), pages 99-130.
    41. Joseph Chen & Harrison Hong & Ming Huang & Jeffrey D. Kubik, 2004. "Does Fund Size Erode Mutual Fund Performance? The Role of Liquidity and Organization," American Economic Review, American Economic Association, vol. 94(5), pages 1276-1302, December.
    42. Chemmanur, Thomas J. & He, Shan & Hu, Gang, 2009. "The role of institutional investors in seasoned equity offerings," Journal of Financial Economics, Elsevier, vol. 94(3), pages 384-411, December.
    43. repec:oup:rfinst:v:25:y::i:12:p:3457-3489 is not listed on IDEAS
    44. Brown, Keith C & Harlow, W V & Starks, Laura T, 1996. "Of Tournaments and Temptations: An Analysis of Managerial Incentives in the Mutual Fund Industry," Journal of Finance, American Finance Association, vol. 51(1), pages 85-110, March.
    45. Marcin Kacperczyk & Stijn Van Nieuwerburgh & Laura Veldkamp, 2016. "A Rational Theory of Mutual Funds' Attention Allocation," Econometrica, Econometric Society, vol. 84, pages 571-626, March.
    46. repec:bla:jfinan:v:43:y:1988:i:1:p:97-112 is not listed on IDEAS
    47. 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.
    48. Vikas Agarwal & Gerald D. Gay & Leng Ling, 2014. "Window Dressing in Mutual Funds," The Review of Financial Studies, Society for Financial Studies, vol. 27(11), pages 3133-3170.
    49. Goncalves-Pinto, Luis & Sotes-Paladino, Juan & Xu, Jing, 2018. "The invisible hand of internal markets in mutual fund families," Journal of Banking & Finance, Elsevier, vol. 89(C), pages 105-124.
    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. Fabozzi, Frank J. & Klingler, Sven & Mølgaard, Pia & Nielsen, Mads Stenbo, 2021. "Active loan trading," Journal of Financial Intermediation, Elsevier, vol. 46(C).
    2. Azi Ben-Rephael & Ryan D Israelsen, 2018. "Are Some Clients More Equal Than Others? An Analysis of Asset Management Companies’ Execution Costs [An analysis of trade-size clustering and its relation to stealth trading]," Review of Finance, European Finance Association, vol. 22(5), pages 1705-1736.
    3. Huang, Ying Sophie & Liang, Bing & Wu, Kai, 2021. "Are mutual fund manager skills transferable to private funds?," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 614-638.

    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. Eisele, Alexander & Nefedova, Tamara & Parise, Gianpaolo & Peijnenburg, Kim, 2020. "Trading out of sight: An analysis of cross-trading in mutual fund families," Journal of Financial Economics, Elsevier, vol. 135(2), pages 359-378.
    2. Clemens Sialm & T. Mandy Tham, 2016. "Spillover Effects in Mutual Fund Companies," Management Science, INFORMS, vol. 62(5), pages 1472-1486, May.
    3. Agarwal, Vikas & Ma, Linlin & Mullally, Kevin, 2015. "Managerial multitasking in the mutual fund industry," CFR Working Papers 13-10 [rev.], University of Cologne, Centre for Financial Research (CFR).
    4. Cuthbertson, Keith & Nitzsche, Dirk & O'Sullivan, Niall, 2016. "A review of behavioural and management effects in mutual fund performance," International Review of Financial Analysis, Elsevier, vol. 44(C), pages 162-176.
    5. Hung, Pi-Hsia & Lien, Donald & Kuo, Ming-Sin, 2020. "Window dressing in equity mutual funds," The Quarterly Review of Economics and Finance, Elsevier, vol. 78(C), pages 338-354.
    6. Chia-Ying Chan & Christine W. Lai & Liang-Chung Lee, 2017. "Strategic Choice of Risk: Evidence from Mutual Fund Families," Journal of Financial Services Research, Springer;Western Finance Association, vol. 51(1), pages 125-163, February.
    7. repec:dau:papers:123456789/15218 is not listed on IDEAS
    8. Chang, Xiaochen & Guo, Songlin & Huang, Junkai, 2022. "Kidnapped mutual funds: Irrational preference of naive investors and fund incentive distortion," International Review of Financial Analysis, Elsevier, vol. 83(C).
    9. Jennifer Huang & Clemens Sialm & Hanjiang Zhang, 2011. "Risk Shifting and Mutual Fund Performance," The Review of Financial Studies, Society for Financial Studies, vol. 24(8), pages 2575-2616.
    10. Luo, Mancy, 2017. "Essays in financial intermediation and political economy," Other publications TiSEM 146f40d3-6c89-4c6d-8fea-1, Tilburg University, School of Economics and Management.
    11. Emmanuel Mamatzakis & Mike Tsionas, 2018. "A Bayesian dynamic model to test persistence in funds' performance," Working Paper series 18-23, Rimini Centre for Economic Analysis.
    12. Servaes, Henri & Sigurdsson, Kari, 2022. "The Costs and Benefits of Performance Fees in Mutual Funds," Journal of Financial Intermediation, Elsevier, vol. 50(C).
    13. Linlin Ma & Yuehua Tang, 2019. "Portfolio Manager Ownership and Mutual Fund Risk Taking," Management Science, INFORMS, vol. 65(12), pages 5518-5534, December.
    14. Agarwal, Vikas & Ma, Linlin, 2013. "Managerial multitasking in the mutual fund industry," CFR Working Papers 13-10, University of Cologne, Centre for Financial Research (CFR).
    15. Goncalves-Pinto, Luis & Sotes-Paladino, Juan & Xu, Jing, 2018. "The invisible hand of internal markets in mutual fund families," Journal of Banking & Finance, Elsevier, vol. 89(C), pages 105-124.
    16. Jun Kyung Auh & Jennie Bai, 2020. "Cross-Asset Information Synergy in Mutual Fund Families," NBER Working Papers 26626, National Bureau of Economic Research, Inc.
    17. Casavecchia, Lorenzo, 2016. "Fund managers' herding and the sensitivity of fund flows to past performance," International Review of Financial Analysis, Elsevier, vol. 47(C), pages 205-221.
    18. Yong Chen & Nan Qin, 2017. "The Behavior of Investor Flows in Corporate Bond Mutual Funds," Management Science, INFORMS, vol. 63(5), pages 1365-1384, May.
    19. Jun, Xiao & Li, Mingsheng & Yugang, Chen, 2017. "Catering to behavioral demand for dividends and its potential agency issue," Pacific-Basin Finance Journal, Elsevier, vol. 46(PB), pages 269-291.
    20. Teodor Dyakov & Marno Verbeek, 2019. "Can Mutual Fund Investors Distinguish Good from Bad Managers?," International Review of Finance, International Review of Finance Ltd., vol. 19(3), pages 505-540, September.
    21. 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.

    More about this item

    Keywords

    mutual funds; cross-trading; performance shifting; conflict of interests;
    All these keywords.

    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:bis:biswps:577. 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: Martin Fessler (email available below). General contact details of provider: https://edirc.repec.org/data/bisssch.html .

    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.