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An Investigation into Sentiment-Induced Institutional Trading Behavior and Asset Pricing in the REIT Market

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  • Prashant Das
  • Julia Freybote
  • Gianluca Marcato

Abstract

Institutional investors such as pension funds or insurance companies commonly invest in the unsecuritized and securitized real estate market. We investigate how institutional investor sentiment in the commercial real estate market affects institutional trading behavior in the REIT market and subsequently asset pricing. In particular, we test two alternative theories - flight to liquidity and style investing theory - to explain the sentiment-induced trading behavior of institutional investors in the REIT market for the pre-crisis (2002–2006), crisis (2007–2009) and post-crisis (2010–2012) period. We find that the applicability of either theory depends on economic conditions. In the pre-crisis period institutional investors switched capital in and out of REITs based on their sentiment in the private market (style investing). However, in the crisis period institutional investors switched capital from the illiquid private market to the more liquid REIT market (flight to liquidity). The flight to more liquid REITs continued into the post-crisis to a lesser extent and suggests that the financial crisis has changed institutional investment behavior. Our findings hold across different groups of REITs (e.g. high and low institutional ownership, S&P and non-S&P REITs) and property types. We also find that institutional real estate investor sentiment introduces a non-fundamental component into REIT pricing. Copyright Springer Science+Business Media New York 2015

Suggested Citation

  • Prashant Das & Julia Freybote & Gianluca Marcato, 2015. "An Investigation into Sentiment-Induced Institutional Trading Behavior and Asset Pricing in the REIT Market," The Journal of Real Estate Finance and Economics, Springer, vol. 51(2), pages 160-189, August.
  • Handle: RePEc:kap:jrefec:v:51:y:2015:i:2:p:160-189
    DOI: 10.1007/s11146-014-9490-z
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    as
    1. Acharya, Viral V. & Pedersen, Lasse Heje, 2005. "Asset pricing with liquidity risk," Journal of Financial Economics, Elsevier, vol. 77(2), pages 375-410, August.
    2. John A. Doukas & Nikolaos T. Milonas, 2004. "Investor Sentiment and the Closed‐end Fund Puzzle: Out‐of‐sample Evidence," European Financial Management, European Financial Management Association, vol. 10(2), pages 235-266, June.
    3. Gordon Gemmill & Dylan C. Thomas, 2002. "Noise Trading, Costly Arbitrage, and Asset Prices: Evidence from Closed‐end Funds," Journal of Finance, American Finance Association, vol. 57(6), pages 2571-2594, December.
    4. Alessandro Beber & Michael W. Brandt & Kenneth A. Kavajecz, 2009. "Flight-to-Quality or Flight-to-Liquidity? Evidence from the Euro-Area Bond Market," The Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 925-957, March.
    5. Malcolm Baker & Jeffrey Wurgler, 2006. "Investor Sentiment and the Cross‐Section of Stock Returns," Journal of Finance, American Finance Association, vol. 61(4), pages 1645-1680, August.
    6. Robert S. Pindyck & Julio J. Rotemberg, 1993. "The Comovement of Stock Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(4), pages 1073-1104.
    7. Markus K. Brunnermeier & Lasse Heje Pedersen, 2009. "Market Liquidity and Funding Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2201-2238, June.
    8. Green, T. Clifton & Hwang, Byoung-Hyoun, 2009. "Price-based return comovement," Journal of Financial Economics, Elsevier, vol. 93(1), pages 37-50, July.
    9. Jim Clayton & David Ling & Andy Naranjo, 2009. "Commercial Real Estate Valuation: Fundamentals Versus Investor Sentiment," The Journal of Real Estate Finance and Economics, Springer, vol. 38(1), pages 5-37, January.
    10. Barberis, Nicholas & Shleifer, Andrei, 2003. "Style investing," Journal of Financial Economics, Elsevier, vol. 68(2), pages 161-199, May.
    11. repec:bla:jfinan:v:44:y:1989:i:3:p:681-96 is not listed on IDEAS
    12. Elton, Edwin J & Gruber, Martin J & Busse, Jeffrey A, 1998. "Do Investors Care about Sentiment?," The Journal of Business, University of Chicago Press, vol. 71(4), pages 477-500, October.
    13. 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.
    14. Vayanos, Dimitri, 2004. "Flight to quality, flight to liquidity, and the pricing of risk," LSE Research Online Documents on Economics 456, London School of Economics and Political Science, LSE Library.
    15. Neal, Robert & Wheatley, Simon M., 1998. "Do Measures of Investor Sentiment Predict Returns?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 33(4), pages 523-547, December.
    16. Baker, Malcolm & Stein, Jeremy C., 2004. "Market liquidity as a sentiment indicator," Journal of Financial Markets, Elsevier, vol. 7(3), pages 271-299, June.
    17. Chris Brooks & Sotiris Tsolacos, 1999. "The impact of economic and financial factors on UK property performance," Journal of Property Research, Taylor & Francis Journals, vol. 16(2), pages 139-152, January.
    18. 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.
    19. J. Bradford De Long & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1989. "The Size and Incidence of the Losses from Noise Trading," Journal of Finance, American Finance Association, vol. 44(3), pages 681-696, July.
    20. Richard W. Sias & Laura T. Starks & Seha M. Tiniç, 2001. "Is Noise Trader Risk Priced?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 24(3), pages 311-329, September.
    21. Chen, Nai-fu & Kan, Raymond & Miller, Merton H, 1993. "Are the Discounts on Closed-End Funds a Sentiment Index?," Journal of Finance, American Finance Association, vol. 48(2), pages 795-800, June.
    22. S. Michael Giliberto, 1990. "Equity Real Estate Investment Trusts and Real Estate Returns," Journal of Real Estate Research, American Real Estate Society, vol. 5(2), pages 259-264.
    23. Chen, Hsiu-Lang & De Bondt, Werner, 2004. "Style momentum within the S&P-500 index," Journal of Empirical Finance, Elsevier, vol. 11(4), pages 483-507, September.
    24. John R. Nofsinger & Richard W. Sias, 1999. "Herding and Feedback Trading by Institutional and Individual Investors," Journal of Finance, American Finance Association, vol. 54(6), pages 2263-2295, December.
    25. Richard J. Barkham & Charles W. R. Ward, 1999. "Investor Sentiment and Noise Traders: Discount to Net Asset Value in Listed Property Companies in the U.K," Journal of Real Estate Research, American Real Estate Society, vol. 18(2), pages 291-312.
    26. S.G. Badrinath & Sunil Wahal, 2002. "Momentum Trading by Institutions," Journal of Finance, American Finance Association, vol. 57(6), pages 2449-2478, December.
    27. Richard A. Graff & Michael S. Young, 1997. "Serial Persistence in Equity REIT Returns," Journal of Real Estate Research, American Real Estate Society, vol. 14(3), pages 183-214.
    28. Connolly, Robert A. & Stivers, Chris & Sun, Licheng, 2007. "Commonality in the time-variation of stock-stock and stock-bond return comovements," Journal of Financial Markets, Elsevier, vol. 10(2), pages 192-218, May.
    29. Teo, Melvyn & Woo, Sung-Jun, 2004. "Style effects in the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 74(2), pages 367-398, November.
    30. Choi, Nicole & Sias, Richard W., 2009. "Institutional industry herding," Journal of Financial Economics, Elsevier, vol. 94(3), pages 469-491, December.
    31. Malcolm Baker & Jeffrey Wurgler, 2007. "Investor Sentiment in the Stock Market," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 129-152, Spring.
    32. Clayton, Jim & MacKinnon, Greg, 2003. "The Relative Importance of Stock, Bond and Real Estate Factors in Explaining REIT Returns," The Journal of Real Estate Finance and Economics, Springer, vol. 27(1), pages 39-60, July.
    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. Ming-Long Lee & Ming-Te Lee & Kevin Chiang, 2008. "Real Estate Risk Exposure of Equity Real Estate Investment Trusts," The Journal of Real Estate Finance and Economics, Springer, vol. 36(2), pages 165-181, February.
    35. Brian A. Ciochetti & Timothy M. Craft & James D. Shilling, 2002. "Institutional Investors’ Preferences for REIT Stocks," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 30(4), pages 567-593.
    36. Anand, Amber & Chakravarty, Sugato & Martell, Terrence, 2005. "Empirical evidence on the evolution of liquidity: Choice of market versus limit orders by informed and uninformed traders," Journal of Financial Markets, Elsevier, vol. 8(3), pages 288-308, August.
    37. F.C. Neil Myer & James R. Webb, 1993. "Return Properties of Equity REITs, Common Stocks, and Commercial Real Estate: A Comparison," Journal of Real Estate Research, American Real Estate Society, vol. 8(1), pages 87-106.
    38. Liu, Weimin, 2006. "A liquidity-augmented capital asset pricing model," Journal of Financial Economics, Elsevier, vol. 82(3), pages 631-671, December.
    39. De Long, J Bradford & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1990. "Noise Trader Risk in Financial Markets," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 703-738, August.
    40. Goyenko, Ruslan Y. & Ukhov, Andrey D., 2009. "Stock and Bond Market Liquidity: A Long-Run Empirical Analysis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(1), pages 189-212, February.
    41. Richard W. Sias, 2004. "Institutional Herding," The Review of Financial Studies, Society for Financial Studies, vol. 17(1), pages 165-206.
    42. Lee, Charles M C & Shleifer, Andrei & Thaler, Richard H, 1991. "Investor Sentiment and the Closed-End Fund Puzzle," Journal of Finance, American Finance Association, vol. 46(1), pages 75-109, March.
    43. Froot, Kenneth & Teo, Melvyn, 2008. "Style Investing and Institutional Investors," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(4), pages 883-906, December.
    44. Pastor, Lubos & Stambaugh, Robert F., 2003. "Liquidity Risk and Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 642-685, June.
    45. Paul Gallimore & Adelaide Gray, 2002. "The role of investor sentiment in property investment decisions," Journal of Property Research, Taylor & Francis Journals, vol. 19(2), pages 111-120, January.
    46. Crystal Lin & Hamid Rahman & Kenneth Yung, 2009. "Investor Sentiment and REIT Returns," The Journal of Real Estate Finance and Economics, Springer, vol. 39(4), pages 450-471, November.
    47. Brent W. Ambrose & Dong Wook Lee & Joe Peek, 2007. "Comovement After Joining an Index: Spillovers of Nonfundamental Effects," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 35(1), pages 57-90, March.
    48. Edwin J. Elton & Martin J. Gruber & Jeffrey A. Busse, 1998. "Do Investors Care About Sentiment?," New York University, Leonard N. Stern School Finance Department Working Paper Seires 98-028, New York University, Leonard N. Stern School of Business-.
    49. Amihud, Yakov & Mendelson, Haim, 1986. "Asset pricing and the bid-ask spread," Journal of Financial Economics, Elsevier, vol. 17(2), pages 223-249, December.
    50. Sias, Richard W & Starks, Laura T & Tinic, Seha M, 2001. "Is Noise Trader Risk Priced?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 24(3), pages 311-329, Fall.
    51. Joseph L. Pagliari & Kevin A. Scherer & Richard T. Monopoli, 2005. "Public Versus Private Real Estate Equities: A More Refined, Long-Term Comparison," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 33(1), pages 147-187, March.
    52. Yu, Jianfeng & Yuan, Yu, 2011. "Investor sentiment and the mean-variance relation," Journal of Financial Economics, Elsevier, vol. 100(2), pages 367-381, May.
    53. Pindyck, Robert S & Rotemberg, Julio J, 1990. "The Excess Co-movement of Commodity Prices," Economic Journal, Royal Economic Society, vol. 100(403), pages 1173-1189, December.
    54. Wahal, Sunil & Yavuz, M. Deniz, 2013. "Style investing, comovement and return predictability," Journal of Financial Economics, Elsevier, vol. 107(1), pages 136-154.
    55. Malcolm Baker & Jeffrey Wurgler, 2012. "Comovement and Predictability Relationships Between Bonds and the Cross-section of Stocks," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 2(1), pages 57-87.
    56. Chen, Nai-fu & Kan, Raymond & Miller, Merton H, 1993. "Are the Discounts on Closed-End Funds a Sentiment Index? A Rejoinder," Journal of Finance, American Finance Association, vol. 48(2), pages 809-810, June.
    57. Alok Kumar & Charles M.C. Lee, 2006. "Retail Investor Sentiment and Return Comovements," Journal of Finance, American Finance Association, vol. 61(5), pages 2451-2486, October.
    58. Daniele Bianchi & Massimo Guidolin, 2014. "Can Linear Predictability Models Time Bull and Bear Real Estate Markets? Out-of-Sample Evidence from REIT Portfolios," The Journal of Real Estate Finance and Economics, Springer, vol. 49(1), pages 116-164, July.
    59. Edward S. Knotek, 2007. "How useful is Okun's law?," Economic Review, Federal Reserve Bank of Kansas City, vol. 92(Q IV), pages 73-103.
    60. Froot, Kenneth A. & Dabora, Emil M., 1999. "How are stock prices affected by the location of trade?," Journal of Financial Economics, Elsevier, vol. 53(2), pages 189-216, August.
    61. Below, Scott D & Stansell, Stanley R & Coffin, Mark, 2000. "The Determinants of REIT Institutional Ownership: Tests of the CAPM," The Journal of Real Estate Finance and Economics, Springer, vol. 21(3), pages 263-278, November.
    62. Erik Devos & Seow-Eng Ong & Andrew Spieler & Desmond Tsang, 2013. "REIT Institutional Ownership Dynamics and the Financial Crisis," The Journal of Real Estate Finance and Economics, Springer, vol. 47(2), pages 266-288, August.
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    6. Salisu, Afees A. & Gupta, Rangan & Bouri, Elie, 2023. "Testing the forecasting power of global economic conditions for the volatility of international REITs using a GARCH-MIDAS approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 88(C), pages 303-314.
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    8. I. Koetsier & J.A. Bikker, 2018. "Herding behavior of Dutch pension funds in asset class investments," Working Papers 18-04, Utrecht School of Economics.
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