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The Granular Nature of Large Institutional Investors

Author

Listed:
  • Itzhak Ben-David
  • Francesco Franzoni
  • Rabih Moussawi
  • John Sedunov

Abstract

Large institutional investors own an increasing share of the equity markets in the U.S. The implications of this development for financial markets are still unclear. The paper presents novel empirical evidence that ownership by large institutions predicts higher volatility and greater noise in stock prices as well as greater fragility in times of crisis. When studying the channel, we find that large institutional investors exhibit traits of granularity, i.e., subunits within a firm display correlated behavior, which reduces diversification of idiosyncratic shocks. Thus, large institutions trade larger volumes and induce greater price impact.

Suggested Citation

  • Itzhak Ben-David & Francesco Franzoni & Rabih Moussawi & John Sedunov, 2016. "The Granular Nature of Large Institutional Investors," NBER Working Papers 22247, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:22247
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    1. Aragon, George O. & Strahan, Philip E., 2012. "Hedge funds as liquidity providers: Evidence from the Lehman bankruptcy," Journal of Financial Economics, Elsevier, vol. 103(3), pages 570-587.
    2. Zoran Ivković & Scott Weisbenner, 2005. "Local Does as Local Is: Information Content of the Geography of Individual Investors' Common Stock Investments," Journal of Finance, American Finance Association, vol. 60(1), pages 267-306, February.
    3. Greenwood, Robin & Thesmar, David, 2011. "Stock price fragility," Journal of Financial Economics, Elsevier, vol. 102(3), pages 471-490.
    4. Giancarlo Corsetti & Amil Dasgupta & Stephen Morris & Hyun Song Shin, 2004. "Does One Soros Make a Difference? A Theory of Currency Crises with Large and Small Traders," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(1), pages 87-113.
    5. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    6. Söhnke M. Bartram & John M. Griffin & Tae-Hoon Lim & David T. Ng, 2015. "How Important Are Foreign Ownership Linkages for International Stock Returns?," The Review of Financial Studies, Society for Financial Studies, vol. 28(11), pages 3036-3072.
    7. Daron Acemoglu & Vasco M. Carvalho & Asuman Ozdaglar & Alireza Tahbaz‐Salehi, 2012. "The Network Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 80(5), pages 1977-2016, September.
    8. Bernard Herskovic & Bryan Kelly & Hanno Lustig & Stijn Van Nieuwerburgh, 2020. "Firm Volatility in Granular Networks," Journal of Political Economy, University of Chicago Press, vol. 128(11), pages 4097-4162.
    9. repec:bla:jfinan:v:43:y:1988:i:3:p:617-37 is not listed on IDEAS
    10. Hyun Song Shin & Emanuel Moench & Tobias Adrian, 2010. "Financial Intermediation, Asset Prices, and Macroeconomic Dynamics," 2010 Meeting Papers 297, Society for Economic Dynamics.
    11. Ellul, Andrew, 2006. "Ripples through markets: Inter-market impacts generated by large trades," Journal of Financial Economics, Elsevier, vol. 82(1), pages 173-196, October.
    12. Nicolae Gârleanu & Lasse Heje Pedersen, 2013. "Dynamic Trading with Predictable Returns and Transaction Costs," Journal of Finance, American Finance Association, vol. 68(6), pages 2309-2340, December.
    13. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413, November.
    14. Franziska Bremus & Claudia M. Buch & Katheryn N. Russ & Monika Schnitzer, 2018. "Big Banks and Macroeconomic Outcomes: Theory and Cross‐Country Evidence of Granularity," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(8), pages 1785-1825, December.
    15. Itzhak Ben‐David & Francesco Franzoni & Augustin Landier & Rabih Moussawi, 2013. "Do Hedge Funds Manipulate Stock Prices?," Journal of Finance, American Finance Association, vol. 68(6), pages 2383-2434, December.
    16. Lewellen, Jonathan, 2011. "Institutional investors and the limits of arbitrage," Journal of Financial Economics, Elsevier, vol. 102(1), pages 62-80, October.
    17. Augustin Landier & Guillaume Simon & David Thesmar, 2015. "The Capacity of Trading Strategies," Working Papers hal-02011394, HAL.
    18. Yen-Cheng Chang & Harrison Hong & Inessa Liskovich, 2015. "Regression Discontinuity and the Price Effects of Stock Market Indexing," The Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 212-246.
    19. Ralph S. J. Koijen & Motohiro Yogo, 2019. "A Demand System Approach to Asset Pricing," Journal of Political Economy, University of Chicago Press, vol. 127(4), pages 1475-1515.
    20. Landier, Augustin & Sraer, David & Thesmar, David, 2017. "Banking integration and house price co-movement," Journal of Financial Economics, Elsevier, vol. 125(1), pages 1-25.
    21. Chotibhak Jotikasthira & Christian Lundblad & Tarun Ramadorai, 2012. "Asset Fire Sales and Purchases and the International Transmission of Funding Shocks," Journal of Finance, American Finance Association, vol. 67(6), pages 2015-2050, December.
    22. Eric Ghysels & Alberto Plazzi & Rossen Valkanov, 2016. "Why Invest in Emerging Markets? The Role of Conditional Return Asymmetry," Journal of Finance, American Finance Association, vol. 71(5), pages 2145-2192, October.
    23. K. J. Martijn Cremers & Antti Petajisto, 2009. "How Active Is Your Fund Manager? A New Measure That Predicts Performance," The Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3329-3365, September.
    24. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    25. Huberman, Gur, 2001. "Familiarity Breeds Investment," The Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 659-680.
    26. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    27. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    28. 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.
    29. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    30. Anand, Amber & Irvine, Paul & Puckett, Andy & Venkataraman, Kumar, 2013. "Institutional trading and stock resiliency: Evidence from the 2007–2009 financial crisis," Journal of Financial Economics, Elsevier, vol. 108(3), pages 773-797.
    31. 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.
    32. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    33. Grossman, S.J. & Miller, M.H., 1988. "Liquidity And Market Structure," Papers 88, Princeton, Department of Economics - Financial Research Center.
    34. Jun Kyung Auh & Jennie Bai, 2020. "Cross-Asset Information Synergy in Mutual Fund Families," NBER Working Papers 26626, National Bureau of Economic Research, Inc.
    35. Martijn Cremers & Antti Petajisto, 2006. "How Active is Your Fund Manager? A New Measure That Predicts Performance," Yale School of Management Working Papers amz2370, Yale School of Management, revised 01 May 2009.
    36. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    37. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    38. Greenwood, Robin, 2005. "Short- and long-term demand curves for stocks: theory and evidence on the dynamics of arbitrage," Journal of Financial Economics, Elsevier, vol. 75(3), pages 607-649, March.
    39. 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.
    40. Harrison Hong & Jeffrey D. Kubik & Jeremy C. Stein, 2005. "Thy Neighbor's Portfolio: Word‐of‐Mouth Effects in the Holdings and Trades of Money Managers," Journal of Finance, American Finance Association, vol. 60(6), pages 2801-2824, December.
    41. Blank, Sven & Buch, Claudia M. & Neugebauer, Katja, 2009. "Shocks at large banks and banking sector distress: The Banking Granular Residual," Journal of Financial Stability, Elsevier, vol. 5(4), pages 353-373, December.
    42. 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.
    43. 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.
    44. Hu, Gang & Jo, Koren M. & Wang, Yi Alex & Xie, Jing, 2018. "Institutional trading and Abel Noser data," Journal of Corporate Finance, Elsevier, vol. 52(C), pages 143-167.
    45. Jones, Charles M. & Lipson, Marc L., 2001. "Sixteenths: direct evidence on institutional execution costs," Journal of Financial Economics, Elsevier, vol. 59(2), pages 253-278, February.
    46. David P. Brown & Youchang Wu, 2016. "Mutual Fund Flows and Cross-Fund Learning within Families," Journal of Finance, American Finance Association, vol. 71(1), pages 383-424, February.
    47. repec:lmu:muenar:20226 is not listed on IDEAS
    48. Andrew Koch & Stefan Ruenzi & Laura Starks, 2016. "Editor's Choice Commonality in Liquidity: A Demand-Side Explanation," The Review of Financial Studies, Society for Financial Studies, vol. 29(8), pages 1943-1974.
    49. 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.
    50. Nicole M. Boyson & Christof W. Stahel & René M. Stulz, 2010. "Hedge Fund Contagion and Liquidity Shocks," Journal of Finance, American Finance Association, vol. 65(5), pages 1789-1816, October.
    51. Azar, José & Schmalz, Martin & Tecu, Isabel, 2017. "Anti-Competitive Effects of Common Ownership," IESE Research Papers D/1169, IESE Business School.
    52. Xavier Gabaix & Parameswaran Gopikrishnan & Vasiliki Plerou & H. Eugene Stanley, 2006. "Institutional Investors and Stock Market Volatility," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 461-504.
    53. Piotroski, JD, 2000. "Value investing: The use of historical financial statement information to separate winners from losers," Journal of Accounting Research, Wiley Blackwell, vol. 38, pages 1-41.
    54. Itzhak Ben‐David & Francesco Franzoni & Rabih Moussawi, 2018. "Do ETFs Increase Volatility?," Journal of Finance, American Finance Association, vol. 73(6), pages 2471-2535, December.
    55. Allaudeen Hameed & Wenjin Kang & S. Viswanathan, 2010. "Stock Market Declines and Liquidity," Journal of Finance, American Finance Association, vol. 65(1), pages 257-293, February.
    56. Giancarlo Corsetti & Paolo Pesenti & Nouriel Roubini, 2002. "The Role of Large Players in Currency Crises," NBER Chapters, in: Preventing Currency Crises in Emerging Markets, pages 197-268, National Bureau of Economic Research, Inc.
    57. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    58. Joshua D. Coval & Tobias J. Moskowitz, 1999. "Home Bias at Home: Local Equity Preference in Domestic Portfolios," Journal of Finance, American Finance Association, vol. 54(6), pages 2045-2073, December.
    59. repec:bla:jfinan:v:59:y:2004:i:2:p:869-898 is not listed on IDEAS
    60. Baik, Bok & Kang, Jun-Koo & Kim, Jin-Mo, 2010. "Local institutional investors, information asymmetries, and equity returns," Journal of Financial Economics, Elsevier, vol. 97(1), pages 81-106, July.
    61. Joshua D. Coval & Tobias J. Moskowitz, 2001. "The Geography of Investment: Informed Trading and Asset Prices," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 811-841, August.
    62. Karolyi, G. Andrew & Lee, Kuan-Hui & van Dijk, Mathijs A., 2012. "Understanding commonality in liquidity around the world," Journal of Financial Economics, Elsevier, vol. 105(1), pages 82-112.
    63. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    64. Mark Grinblatt & Matti Keloharju, 2001. "How Distance, Language, and Culture Influence Stockholdings and Trades," Journal of Finance, American Finance Association, vol. 56(3), pages 1053-1073, June.
    65. 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.
    66. Kamara, Avraham & Lou, Xiaoxia & Sadka, Ronnie, 2008. "The divergence of liquidity commonality in the cross-section of stocks," Journal of Financial Economics, Elsevier, vol. 89(3), pages 444-466, September.
    67. Bushee, BJ & Noe, CF, 2000. "Corporate disclosure practices, institutional investors, and stock return volatility," Journal of Accounting Research, Wiley Blackwell, vol. 38, pages 171-202.
    68. 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.
    69. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    70. 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.
    71. Massa, Massimo & Schumacher, David & wang, yan, 2016. "Who is afraid of BlackRock?," CEPR Discussion Papers 11471, C.E.P.R. Discussion Papers.
    72. Shleifer, Andrei, 1986. "Do Demand Curves for Stocks Slope Down?," Journal of Finance, American Finance Association, vol. 41(3), pages 579-590, July.
    73. Itzhak Ben-David & Francesco Franzoni & Rabih Moussawi, 2012. "Hedge Fund Stock Trading in the Financial Crisis of 2007--2009," The Review of Financial Studies, Society for Financial Studies, vol. 25(1), pages 1-54.
    74. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
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    More about this item

    JEL classification:

    • G01 - Financial Economics - - General - - - Financial Crises
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

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