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The Missing New Funds

Author

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  • Qifei Zhu

    (Nanyang Business School, Nanyang Technological University, Singapore 639798, Singapore)

Abstract

Many papers in the mutual fund literature rely on a sample that matches the Center for Research in Security Prices (CRSP) mutual fund database with the fund holdings data from Thomson Reuters (TR) s12 database. I document that about 58% of newly founded U.S. equity mutual fund share classes in the CRSP mutual fund database from 2008 to 2015 cannot be matched to the TR database. Funds that are missing from the TR database tend to be smaller, have higher turnover ratios, receive higher fund flows, and have higher four-factor alphas. These differences are robust within same cohorts of funds. Index funds and exchange-traded funds are more likely to be omitted than actively managed funds.

Suggested Citation

  • Qifei Zhu, 2020. "The Missing New Funds," Management Science, INFORMS, vol. 66(3), pages 1193-1204, March.
    • Handle: RePEc:inm:ormnsc:v:66:y:2020:i:3:p:1193-1204
    DOI: 10.1287/mnsc.2019.3454
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    References listed on IDEAS

    as
    1. Greenwood, Robin & Thesmar, David, 2011. "Stock price fragility," Journal of Financial Economics, Elsevier, vol. 102(3), pages 471-490.
    2. Bodnaruk, Andriy & Rossi, Marco, 2016. "Dual ownership, returns, and voting in mergers," Journal of Financial Economics, Elsevier, vol. 120(1), pages 58-80.
    3. 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).
    4. Zhi Da & Pengjie Gao & Ravi Jagannathan, 2011. "Impatient Trading, Liquidity Provision, and Stock Selection by Mutual Funds," Review of Financial Studies, Society for Financial Studies, vol. 24(3), pages 675-720.
    5. Marcin Kacperczyk & Clemens Sialm & Lu Zheng, 2008. "Unobserved Actions of Mutual Funds," Review of Financial Studies, Society for Financial Studies, vol. 21(6), pages 2379-2416, November.
    6. Russ Wermers, 2000. "Mutual Fund Performance: An Empirical Decomposition into Stock-Picking Talent, Style, Transactions Costs, and Expenses," Journal of Finance, American Finance Association, vol. 55(4), pages 1655-1703, August.
    7. Nerissa C. Brown & Kelsey D. Wei & Russ Wermers, 2014. "Analyst Recommendations, Mutual Fund Herding, and Overreaction in Stock Prices," Management Science, INFORMS, vol. 60(1), pages 1-20, January.
    8. Cici, Gjergji, 2012. "The Prevalence of the Disposition Effect in Mutual Funds’ Trades," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(4), pages 795-820, August.
    9. Laurent Barras & Olivier Scaillet & Russ Wermers, 2010. "False Discoveries in Mutual Fund Performance: Measuring Luck in Estimated Alphas," Journal of Finance, American Finance Association, vol. 65(1), pages 179-216, February.
    10. Russ Wermers, 2000. "Mutual Fund Performance: An Empirical Decomposition into Stock‐Picking Talent, Style, Transactions Costs, and Expenses," Journal of Finance, American Finance Association, vol. 55(4), pages 1655-1695, August.
    11. Hong, Harrison & Kostovetsky, Leonard, 2012. "Red and blue investing: Values and finance," Journal of Financial Economics, Elsevier, vol. 103(1), pages 1-19.
    12. Unknown, 2014. "Media Coverage 2014," 2014: Ethics, Efficiency and Food Security: Feeding the 9 Billion, Well, 26-28 August 2014 225573, Crawford Fund.
    13. Jennifer Huang & Clemens Sialm & Hanjiang Zhang, 2011. "Risk Shifting and Mutual Fund Performance," Review of Financial Studies, Society for Financial Studies, vol. 24(8), pages 2575-2616.
    14. Baker, Malcolm & Litov, Lubomir & Wachter, Jessica A. & Wurgler, Jeffrey, 2010. "Can Mutual Fund Managers Pick Stocks? Evidence from Their Trades Prior to Earnings Announcements," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(5), pages 1111-1131, October.
    15. Daniel, Kent, et al, 1997. "Measuring Mutual Fund Performance with Characteristic-Based Benchmarks," Journal of Finance, American Finance Association, vol. 52(3), pages 1035-1058, July.
    16. Russ Wermers, 1999. "Mutual Fund Herding and the Impact on Stock Prices," Journal of Finance, American Finance Association, vol. 54(2), pages 581-622, April.
    17. Solomon, David H. & Soltes, Eugene & Sosyura, Denis, 2014. "Winners in the spotlight: Media coverage of fund holdings as a driver of flows," Journal of Financial Economics, Elsevier, vol. 113(1), pages 53-72.
    18. Veronika K. Pool & Noah Stoffman & Scott E. Yonker, 2015. "The People in Your Neighborhood: Social Interactions and Mutual Fund Portfolios," Journal of Finance, American Finance Association, vol. 70(6), pages 2679-2732, December.
    19. Shive, Sophie & Yun, Hayong, 2013. "Are mutual funds sitting ducks?," Journal of Financial Economics, Elsevier, vol. 107(1), pages 220-237.
    20. 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.
    21. Richard B. Evans, 2010. "Mutual Fund Incubation," Journal of Finance, American Finance Association, vol. 65(4), pages 1581-1611, August.
    22. Andrew J. Patton & Tarun Ramadorai & Michael Streatfield, 2015. "Change You Can Believe In? Hedge Fund Data Revisions," Journal of Finance, American Finance Association, vol. 70(3), pages 963-999, June.
    23. Kelsey D. Wei & Russ Wermers & Tong Yao, 2015. "Uncommon Value: The Characteristics and Investment Performance of Contrarian Funds," Management Science, INFORMS, vol. 61(10), pages 2394-2414, October.
    24. Da, Zhi & Gao, Pengjie, 2010. "Clientele Change, Liquidity Shock, and the Return on Financially Distressed Stocks," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(1), pages 27-48, February.
    25. Nain, Amrita & Yao, Tong, 2013. "Mutual fund skill and the performance of corporate acquirers," Journal of Financial Economics, Elsevier, vol. 110(2), pages 437-456.
    26. Dong Lou, 2012. "A Flow-Based Explanation for Return Predictability," Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3457-3489.
    27. Christopher G. Schwarz & Mark E. Potter, 2016. "Revisiting Mutual Fund Portfolio Disclosure," Review of Financial Studies, Society for Financial Studies, vol. 29(12), pages 3519-3544.
    28. Hao Jiang & Marno Verbeek & Yu Wang, 2014. "Information Content When Mutual Funds Deviate from Benchmarks," Management Science, INFORMS, vol. 60(8), pages 2038-2053, August.
    29. 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.
    30. Russ Wermers & Tong Yao & Jane Zhao, 2012. "Forecasting Stock Returns Through an Efficient Aggregation of Mutual Fund Holdings," Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3490-3529.
    31. Manconi, Alberto & Massa, Massimo, 2013. "A Servant to Many Masters: Competing Shareholder Preferences and Limits to Catering," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(6), pages 1693-1716, December.
    32. Andrew Koch & Stefan Ruenzi & Laura Starks, 2016. "Editor's Choice Commonality in Liquidity: A Demand-Side Explanation," Review of Financial Studies, Society for Financial Studies, vol. 29(8), pages 1943-1974.
    33. Massa, Massimo & Yadav, Vijay, 2015. "Investor Sentiment and Mutual Fund Strategies," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(4), pages 699-727, August.
    34. Ling Cen & Hai Lu & Liyan Yang, 2013. "Investor Sentiment, Disagreement, and the Breadth--Return Relationship," Management Science, INFORMS, vol. 59(5), pages 1076-1091, May.
    35. Vikas Agarwal & Kevin A. Mullally & Yuehua Tang & Baozhong Yang, 2015. "Mandatory Portfolio Disclosure, Stock Liquidity, and Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 70(6), pages 2733-2776, December.
    36. Edelen, Roger M. & Ince, Ozgur S. & Kadlec, Gregory B., 2016. "Institutional investors and stock return anomalies," Journal of Financial Economics, Elsevier, vol. 119(3), pages 472-488.
    37. Elton, Edwin J. & Gruber, Martin J. & Blake, Christopher R., 2011. "Holdings Data, Security Returns, and the Selection of Superior Mutual Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(2), pages 341-367, April.
    38. Berk, Jonathan B. & van Binsbergen, Jules H., 2015. "Measuring skill in the mutual fund industry," Journal of Financial Economics, Elsevier, vol. 118(1), pages 1-20.
    39. repec:oup:rfinst:v:26:y::i:1:p:208-243 is not listed on IDEAS
    40. Jiang, Hao & Sun, Zheng, 2014. "Dispersion in beliefs among active mutual funds and the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 114(2), pages 341-365.
    41. Lily H. Fang & Joel Peress & Lu Zheng, 2014. "Does Media Coverage of Stocks Affect Mutual Funds' Trading and Performance?," Review of Financial Studies, Society for Financial Studies, vol. 27(12), pages 3441-3466.
    42. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2015. "Scale and skill in active management," Journal of Financial Economics, Elsevier, vol. 116(1), pages 23-45.
    43. Veronika K. Pool & Noah Stoffman & Scott E. Yonker, 2012. "No Place Like Home: Familiarity in Mutual Fund Manager Portfolio Choice," Review of Financial Studies, Society for Financial Studies, vol. 25(8), pages 2563-2599.
    44. Mozaffar Khan & Leonid Kogan & George Serafeim, 2012. "Mutual Fund Trading Pressure: Firm-Level Stock Price Impact and Timing of SEOs," Journal of Finance, American Finance Association, vol. 67(4), pages 1371-1395, August.
    45. repec:oup:revfin:v:29:y:2016:i:12:p:3519-3544. is not listed on IDEAS
    46. Hao, (Grace) Qing & Yan, Xuemin (Sterling), 2012. "The Performance of Investment Bank-Affiliated Mutual Funds: Conflicts of Interest or Informational Advantage?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(3), pages 537-565, June.
    47. Schultz, Paul, 2010. "Rational Cross-Sectional Differences in Market Efficiency: Evidence from Mutual Fund Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(4), pages 847-881, August.
    48. Clemens Sialm & Laura Starks, 2012. "Mutual Fund Tax Clienteles," Journal of Finance, American Finance Association, vol. 67(4), pages 1397-1422, August.
    49. repec:oup:rfinst:v:25:y::i:12:p:3490-3529 is not listed on IDEAS
    50. Andrew J. Patton & Tarun Ramadorai & Michael Streatfield, 2015. "Change You Can Believe In? Hedge Fund Data Revisions: Erratum," Journal of Finance, American Finance Association, vol. 70(4), pages 1862-1862, August.
    51. Cremers, Martijn & Petajisto, Antti & Zitzewitz, Eric, 2013. "Should Benchmark Indices Have Alpha? Revisiting Performance Evaluation," Critical Finance Review, now publishers, vol. 2(1), pages 1-48, July.
    52. repec:oup:rfinst:v:25:y::i:12:p:3457-3489 is not listed on IDEAS
    53. Tao Shu & Johan Sulaeman & P. Eric Yeung, 2012. "Local Religious Beliefs and Mutual Fund Risk-Taking Behaviors," Management Science, INFORMS, vol. 58(10), pages 1779-1796, October.
    54. Shumway, Tyler, 1997. "The Delisting Bias in CRSP Data," Journal of Finance, American Finance Association, vol. 52(1), pages 327-340, March.
    55. Dong Lou, 2014. "Attracting Investor Attention through Advertising," Review of Financial Studies, Society for Financial Studies, vol. 27(6), pages 1797-1829.
    56. Christopher G. Schwarz, 2012. "Mutual Fund Tournaments: The Sorting Bias and New Evidence," Review of Financial Studies, Society for Financial Studies, vol. 25(3), pages 913-936.
    57. Massa, Massimo & Reuter, Jonathan & Zitzewitz, Eric, 2010. "When should firms share credit with employees? Evidence from anonymously managed mutual funds," Journal of Financial Economics, Elsevier, vol. 95(3), pages 400-424, March.
    58. Juhani T. Linnainmaa, 2013. "Reverse Survivorship Bias," Journal of Finance, American Finance Association, vol. 68(3), pages 789-813, June.
    59. Vikas Agarwal & Gerald D. Gay & Leng Ling, 2014. "Window Dressing in Mutual Funds," Review of Financial Studies, Society for Financial Studies, vol. 27(11), pages 3133-3170.
    60. Wahal, Sunil & Wang, Albert (Yan), 2011. "Competition among mutual funds," Journal of Financial Economics, Elsevier, vol. 99(1), pages 40-59, January.
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    mutual funds holdings data; selection bias;

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