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Erschienen in: The Journal of Real Estate Finance and Economics 1/2021

18.05.2020

Did Real Estate Professionals Anticipate the 2007-2008 Financial Crisis? Evidence from Insider Trading in the REITs

verfasst von: Jianfu Shen, Eddie C.M. Hui, Kwokyuen Fan

Erschienen in: The Journal of Real Estate Finance and Economics | Ausgabe 1/2021

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Abstract

This research examines whether real estate professionals detected the property bubble and foresaw the consequent financial crisis of 2007-2008. By analysing the insider trading activities within REITs from 1996 to 2010, we find that REIT insiders reduced their holdings significantly during the real estate boom period as early as 2004, before the financial crisis. Difference-in-difference analysis reveals that REIT insiders cashed out their positions more aggressively than insiders in real estate and construction firms. The findings support the informed trader hypothesis that managers and employees in REITs anticipated the burst of the real estate bubble and the imminent financial crisis, and shifted their wealth away from the real estate market to avoid potential losses. We find no evidence to support the biased belief hypothesis (Cheng et al., 2014) that REIT insiders were over-optimistic during the real estate boom period or that their inside trading behaviour was affected by local market performance.

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Fußnoten
1
Following previous studies in the literature of insider trading (e.g., Seyhun, 1986; Rozeff and Zaman, 1988), we take the trades by directors, managers and employees within their own firms as insider trading. The trades by the insiders are not necessarily illegal practice as would be trades based on non-public and material information.
 
2
Because of active management skills and experience in real estate valuation, REIT insiders could be more informed about the market than some real estate professionals such as agents and operators. We take REIT insiders as sophisticated real estate professionals who have superior knowledge of the property market and systemic risk in that market. They also have significant personal wealth in the form of equity holdings in their managed REITs.
 
3
Some researchers had already warned the market about the existence of the real estate bubble before its collapse (e.g., Case and Shiller, 2003; Himmelberg et al., 2005; Laing, 2005; Krugman, 2005; Shiller 2006, 2007; Mayer, 2006; Smith and Smith, 2006)
 
4
The literature has shown that insiders possess private information on their managed firms (Jaffe, 1974; Finnerty, 1976a, 1976b; Rozeff and Zaman, 1988). Insiders in REITs have superior information about the fundamental value of properties and act on it through informed trading (Damodaran and Liu, 1993; Cline et al., 2014). Active management within REITs requires managers to select, manage and operate properties to create value for shareholders (Ambrose and Linneman, 1998, 2001), which brings an information advantage to REIT insiders in the evolution of the real estate market.
 
5
Some cities in the US have experienced persistently large growth rates in house prices over a long period (Himmelberg et al., 2005; Gyourko et al., 2013). Buyers in these markets might form expectations of continued high growth rates in the future (Sinai and Souleles, 2005; Gyourko et al., 2013).
 
6
The insiders are required to report their open-market trades under the Securities and Exchange Act of 1934. Insiders include officers, directors, affiliates, and beneficial owners in a firm. Thomson Reuter collects the insider trading data from SEC filings. The data are widely used in studies reported in the literature (e.g., Gao et al., 2014; Ali and Hirshleifer, 2017; Tang and Xin, 2017; Fu et al., 2019).
 
7
The sample period covers the real estate boom period 2004-2006, the pre-crisis period 2006-2007 and the crisis period 2007-2008. Our results are robust to different sample periods.
 
8
Following Fama-French 48 industry classifications, construction stocks are defined as the firms with SIC codes as 1500-1511, 1520-1549, 1600-1799, and real estate stocks are the firms with SIC codes as 6500, 6510, 6512-6515, 6517-6532, 6540-6541, 6550-6553, 6590-6599 and 6610-6611.
 
9
The remaining firms did not have reported insider transactions during the sample period.
 
10
The 20 major metropolitan areas include Phoenix Metropolitan Area, Greater Los Angeles, San Diego County, San Francisco, Denver-Aurora Metropolitan Area, Washington Metropolitan Area, South Florida Metropolitan Area, Tampa Bay Area, Atlanta Metropolitan Area, Chicago Metropolitan Area, Greater Boston, Metro Detroit, Minneapolis-Saint Paul, Charlotte Metropolitan Area, Las Vegas Metropolitan Area, New York Metropolitan Area, Greater Cleveland, Greater Portland, Dallas–Fort Worth Metroplex and Seattle Metropolitan Area. The index of 100 applies to January 1996. Housing index movements for the leading and non-leading groups are shown in Figure 2.
 
11
The leading group includes Las Vegas Metropolitan Area, Greater Los Angeles, South Florida Metropolitan Area, Washington Metropolitan Area, Phoenix Metropolitan Area and Tampa Bay Area. The remaining 14 areas are classified among the non-leading group.
 
12
The housing returns calculated from the Case-Shiller U.S. National Index are highly related to the REIT market returns measured by the CRSP Ziman REIT Value Weighted Index. The results remain similar if we include the REIT market returns or the returns for sub-markets based on the property types in the regressions.
 
13
Cziraki (2018) does not give evidence on abnormal insider sales observed during the real estate boom period. Our findings show that REIT insiders significantly reduced their exposure to the real estate market when the housing price was still on a rising trend.
 
14
Appendix 2 gives the sample of real estate stocks in Panel A and the summary statistics in the sample in Panel B. Panel C indicates that insiders in real estate firms also anticipated the burst of the real estate bubble and reduced the real estate exposure by selling their company stocks.
 
15
Gyourko et al. (2013) define the superstar cities as the cities in metropolitan statistical areas with a high demand for housings but inelastic and limited supply. The superstar cities have a persistently larger growth rate of home price and price-to-rent ratio than other cities.
 
Literatur
Zurück zum Zitat Adebambo, B., Brockman, P., & Yan, X. S. (2015). Anticipating the 2007–2008 financial crisis: Who knew what and when did they know it? Journal of Financial and Quantitative Analysis, 50(4), 647–669. Adebambo, B., Brockman, P., & Yan, X. S. (2015). Anticipating the 2007–2008 financial crisis: Who knew what and when did they know it? Journal of Financial and Quantitative Analysis, 50(4), 647–669.
Zurück zum Zitat Ali, U., & Hirshleifer, D. (2017). Opportunism as a firm and managerial trait: Predicting insider trading profits and misconduct. Journal of Financial Economics, 126(3), 490–515. Ali, U., & Hirshleifer, D. (2017). Opportunism as a firm and managerial trait: Predicting insider trading profits and misconduct. Journal of Financial Economics, 126(3), 490–515.
Zurück zum Zitat Ambrose, B. W., & Linneman, P. D. (1998). Old REITs and new REITs. In Working paper. Real Estate Center: Wharton School of the University of Pennsylvania. Ambrose, B. W., & Linneman, P. D. (1998). Old REITs and new REITs. In Working paper. Real Estate Center: Wharton School of the University of Pennsylvania.
Zurück zum Zitat Ambrose, B., & Linneman, P. (2001). REIT organizational structure and operating characteristics. Journal of Real Estate Research, 21(3), 141–162. Ambrose, B., & Linneman, P. (2001). REIT organizational structure and operating characteristics. Journal of Real Estate Research, 21(3), 141–162.
Zurück zum Zitat Barberis, N. (2013). Psychology and the financial crisis of 2007-2008. In M. Haliassos (Ed.), Financial innovation: Too much or too little (pp. 15–28). Cambridge: MIT Press. Barberis, N. (2013). Psychology and the financial crisis of 2007-2008. In M. Haliassos (Ed.), Financial innovation: Too much or too little (pp. 15–28). Cambridge: MIT Press.
Zurück zum Zitat Bebchuk, L. A., Cohen, A., & Spamann, H. (2010). The wages of failure: Executive compensation at bear Stearns and Lehman 2000-2008. Yale Journal on Regulation, 27(2), 257–282. Bebchuk, L. A., Cohen, A., & Spamann, H. (2010). The wages of failure: Executive compensation at bear Stearns and Lehman 2000-2008. Yale Journal on Regulation, 27(2), 257–282.
Zurück zum Zitat Benabou, R. (2013). Groupthink: Collective delusions in organizations and markets. Review of Economic Studies, 80(2), 429–462. Benabou, R. (2013). Groupthink: Collective delusions in organizations and markets. Review of Economic Studies, 80(2), 429–462.
Zurück zum Zitat Bhagat, S., & Bolton, B. (2014). Financial crisis and bank executive incentive compensation. Journal of Corporate Finance, 25, 313–341. Bhagat, S., & Bolton, B. (2014). Financial crisis and bank executive incentive compensation. Journal of Corporate Finance, 25, 313–341.
Zurück zum Zitat Bonaime, A. A., & Ryngaert, M. D. (2013). Insider trading and share repurchases: Do insiders and firms trade in the same direction? Journal of Corporate Finance, 22, 35–53. Bonaime, A. A., & Ryngaert, M. D. (2013). Insider trading and share repurchases: Do insiders and firms trade in the same direction? Journal of Corporate Finance, 22, 35–53.
Zurück zum Zitat Burnside, C., Eichenbaum, M., & Rebelo, S. (2016). Understanding booms and busts in housing markets. Journal of Political Economy, 124(4), 1088–1147. Burnside, C., Eichenbaum, M., & Rebelo, S. (2016). Understanding booms and busts in housing markets. Journal of Political Economy, 124(4), 1088–1147.
Zurück zum Zitat Case, K. E., & Shiller, R. J. (2003). Is there a bubble in the housing market? Brookings Papers on Economic Activity, 2003(2), 299–362. Case, K. E., & Shiller, R. J. (2003). Is there a bubble in the housing market? Brookings Papers on Economic Activity, 2003(2), 299–362.
Zurück zum Zitat Case, K. E., Shiller, R. J., & Thompson, A. (2012). What have they been thinking? Home buyer behavior in hot and cold markets. Brookings Papers on Economic Activity, 45(2), 265–315. Case, K. E., Shiller, R. J., & Thompson, A. (2012). What have they been thinking? Home buyer behavior in hot and cold markets. Brookings Papers on Economic Activity, 45(2), 265–315.
Zurück zum Zitat Cheng, I. H., Raina, S., & Xiong, W. (2014). Wall street and the housing bubble. American Economic Review, 104(9), 2797–2829. Cheng, I. H., Raina, S., & Xiong, W. (2014). Wall street and the housing bubble. American Economic Review, 104(9), 2797–2829.
Zurück zum Zitat Cline, B., Fu, X., Springer, T., & Tang, T. (2014). Insider trading in REITs: Evidence from informed stock option exercise around seasoned equity offerings. Journal of Real Estate Research, 36(4), 511–540. Cline, B., Fu, X., Springer, T., & Tang, T. (2014). Insider trading in REITs: Evidence from informed stock option exercise around seasoned equity offerings. Journal of Real Estate Research, 36(4), 511–540.
Zurück zum Zitat Cohen, L., Malloy, C., & Pomorski, L. (2012). Decoding inside information. The Journal of Finance, 67(3), 1009–1043. Cohen, L., Malloy, C., & Pomorski, L. (2012). Decoding inside information. The Journal of Finance, 67(3), 1009–1043.
Zurück zum Zitat Cziraki, P. (2018). Trading by bank insiders before and during the 2007–2008 financial crisis. Journal of Financial Intermediation, 33, 58–82. Cziraki, P. (2018). Trading by bank insiders before and during the 2007–2008 financial crisis. Journal of Financial Intermediation, 33, 58–82.
Zurück zum Zitat Damodaran, A., & Liu, C. H. (1993). Insider trading as a signal of private information. The Review of Financial Studies, 6(1), 79–119. Damodaran, A., & Liu, C. H. (1993). Insider trading as a signal of private information. The Review of Financial Studies, 6(1), 79–119.
Zurück zum Zitat Fahlenbrach, R., & Stulz, R. M. (2011). Bank CEO incentives and the credit crisis. Journal of Financial Economics, 99(1), 11–26. Fahlenbrach, R., & Stulz, R. M. (2011). Bank CEO incentives and the credit crisis. Journal of Financial Economics, 99(1), 11–26.
Zurück zum Zitat Finnerty, J. E. (1976a). Insiders and market efficiency. The Journal of Finance, 31(4), 1141–1148. Finnerty, J. E. (1976a). Insiders and market efficiency. The Journal of Finance, 31(4), 1141–1148.
Zurück zum Zitat Finnerty, J. E. (1976b). Insiders' activity and inside information: A multivariate analysis. Journal of Financial and Quantitative Analysis, 11(2), 205–215. Finnerty, J. E. (1976b). Insiders' activity and inside information: A multivariate analysis. Journal of Financial and Quantitative Analysis, 11(2), 205–215.
Zurück zum Zitat Fu, X., Kong, L., Tang, T., & Yan, X. (2019). Insider trading and shareholder investment horizons. Forthcoming: Journal of Corporate Finance. Fu, X., Kong, L., Tang, T., & Yan, X. (2019). Insider trading and shareholder investment horizons. Forthcoming: Journal of Corporate Finance.
Zurück zum Zitat Gangopadhyay, P., Yook, K. C., & Haley, J. D. (2019). Bank bailouts and corporate insider trading during the financial crisis of 2007–2009. Review of Quantitative Finance and Accounting, 52(1), 35–83. Gangopadhyay, P., Yook, K. C., & Haley, J. D. (2019). Bank bailouts and corporate insider trading during the financial crisis of 2007–2009. Review of Quantitative Finance and Accounting, 52(1), 35–83.
Zurück zum Zitat Gao, F., Lisic, L. L., & Zhang, I. X. (2014). Commitment to social good and insider trading. Journal of Accounting and Economics, 57(2-3), 149–175. Gao, F., Lisic, L. L., & Zhang, I. X. (2014). Commitment to social good and insider trading. Journal of Accounting and Economics, 57(2-3), 149–175.
Zurück zum Zitat Glascock, J. L., Lu, C., & So, R. W. (2000). Further evidence on the integration of REIT, bond, and stock returns. The Journal of Real Estate Finance and Economics, 20(2), 177–194. Glascock, J. L., Lu, C., & So, R. W. (2000). Further evidence on the integration of REIT, bond, and stock returns. The Journal of Real Estate Finance and Economics, 20(2), 177–194.
Zurück zum Zitat Gyourko, J., Mayer, C., & Sinai, T. (2013). Superstar cities. American Economic Journal: Economic Policy, 5(4), 167–199. Gyourko, J., Mayer, C., & Sinai, T. (2013). Superstar cities. American Economic Journal: Economic Policy, 5(4), 167–199.
Zurück zum Zitat Himmelberg, C., Mayer, C., & Sinai, T. (2005). Assessing high house prices: Bubbles, fundamentals and misperceptions. Journal of Economic Perspectives, 19(4), 67–92. Himmelberg, C., Mayer, C., & Sinai, T. (2005). Assessing high house prices: Bubbles, fundamentals and misperceptions. Journal of Economic Perspectives, 19(4), 67–92.
Zurück zum Zitat Jaffe, J. F. (1974). Special information and insider trading. The Journal of Business, 47(3), 410–428. Jaffe, J. F. (1974). Special information and insider trading. The Journal of Business, 47(3), 410–428.
Zurück zum Zitat Jagolinzer, A. D., Larcker, D. F., Ormazabal, G., & Taylor, D. J. (2014). The information content of insider trades around government intervention during the financial crisis. Stanford Graduate School of Business, Stanford University, Stanford: Working paper. Jagolinzer, A. D., Larcker, D. F., Ormazabal, G., & Taylor, D. J. (2014). The information content of insider trades around government intervention during the financial crisis. Stanford Graduate School of Business, Stanford University, Stanford: Working paper.
Zurück zum Zitat Jenter, D. (2005). Market timing and managerial portfolio decisions. The Journal of Finance, 60(4), 1903–1949. Jenter, D. (2005). Market timing and managerial portfolio decisions. The Journal of Finance, 60(4), 1903–1949.
Zurück zum Zitat Lakonishok, J., & Lee, I. (2001). Are insider trades informative? The Review of Financial Studies, 14(1), 79–111. Lakonishok, J., & Lee, I. (2001). Are insider trades informative? The Review of Financial Studies, 14(1), 79–111.
Zurück zum Zitat Mayer, C. J. (2006). Comments and discussion: Bubble, bubble, where’s the housing bubble? Brookings Papers on Economic Activity, 2006(1), 51–59. Mayer, C. J. (2006). Comments and discussion: Bubble, bubble, where’s the housing bubble? Brookings Papers on Economic Activity, 2006(1), 51–59.
Zurück zum Zitat Meulbroek, L. K. (1992). An empirical analysis of illegal insider trading. The Journal of Finance, 47(5), 1661–1699. Meulbroek, L. K. (1992). An empirical analysis of illegal insider trading. The Journal of Finance, 47(5), 1661–1699.
Zurück zum Zitat Petersen, M. A. (2009). Estimating standard errors in finance panel data sets: Comparing approaches. The Review of Financial Studies, 22(1), 435–480. Petersen, M. A. (2009). Estimating standard errors in finance panel data sets: Comparing approaches. The Review of Financial Studies, 22(1), 435–480.
Zurück zum Zitat Philippas, N., Economou, F., Babalos, V., & Kostakis, A. (2013). Herding behavior in REITs: Novel tests and the role of financial crisis. International Review of Financial Analysis, 29, 166–174. Philippas, N., Economou, F., Babalos, V., & Kostakis, A. (2013). Herding behavior in REITs: Novel tests and the role of financial crisis. International Review of Financial Analysis, 29, 166–174.
Zurück zum Zitat Ravina, E., & Sapienza, P. (2010). What do independent directors know? Evidence from their trading. The Review of Financial Studies, 23(3), 962–1003. Ravina, E., & Sapienza, P. (2010). What do independent directors know? Evidence from their trading. The Review of Financial Studies, 23(3), 962–1003.
Zurück zum Zitat Rozeff, M. S., & Zaman, M. A. (1988). Market efficiency and insider trading: New evidence. Journal of Business, 61(1), 25–44. Rozeff, M. S., & Zaman, M. A. (1988). Market efficiency and insider trading: New evidence. Journal of Business, 61(1), 25–44.
Zurück zum Zitat Seyhun, H. N. (1986). Insiders’ profits, costs of trading, and market efficiency. Journal of Financial Economics, 16(2), 189–212. Seyhun, H. N. (1986). Insiders’ profits, costs of trading, and market efficiency. Journal of Financial Economics, 16(2), 189–212.
Zurück zum Zitat Shiller, R. J. (2006). Comments and discussion: Bubble, bubble, where’s the housing bubble? Brookings Papers on Economic Activity, 2006(1), 59–67. Shiller, R. J. (2006). Comments and discussion: Bubble, bubble, where’s the housing bubble? Brookings Papers on Economic Activity, 2006(1), 59–67.
Zurück zum Zitat Shiller, R. J. (2007). Understanding recent trends in house prices and homeownership (pp. 89–123). Federal Reserve Bank of Kansas City: Proceedings - Economic Policy Symposium - Jackson Hole. Shiller, R. J. (2007). Understanding recent trends in house prices and homeownership (pp. 89–123). Federal Reserve Bank of Kansas City: Proceedings - Economic Policy Symposium - Jackson Hole.
Zurück zum Zitat Sinai, T., & Souleles, N. S. (2005). Owner-occupied housing as a hedge against rent risk. The Quarterly Journal of Economics, 120(2), 763–789. Sinai, T., & Souleles, N. S. (2005). Owner-occupied housing as a hedge against rent risk. The Quarterly Journal of Economics, 120(2), 763–789.
Zurück zum Zitat Smith, M. H., & Smith, G. (2006). Bubble, bubble, where's the housing bubble? Brookings Papers on Economic Activity, 2006(1), 1–67. Smith, M. H., & Smith, G. (2006). Bubble, bubble, where's the housing bubble? Brookings Papers on Economic Activity, 2006(1), 1–67.
Zurück zum Zitat Tang, M., & Xin, H. C. (2017). Asymmetric timely loss recognition and insider trading profitability. Working paper: Stern School of Business, New York University, New York. Tang, M., & Xin, H. C. (2017). Asymmetric timely loss recognition and insider trading profitability. Working paper: Stern School of Business, New York University, New York.
Metadaten
Titel
Did Real Estate Professionals Anticipate the 2007-2008 Financial Crisis? Evidence from Insider Trading in the REITs
verfasst von
Jianfu Shen
Eddie C.M. Hui
Kwokyuen Fan
Publikationsdatum
18.05.2020
Verlag
Springer US
Erschienen in
The Journal of Real Estate Finance and Economics / Ausgabe 1/2021
Print ISSN: 0895-5638
Elektronische ISSN: 1573-045X
DOI
https://doi.org/10.1007/s11146-020-09763-8

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