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Bankruptcy Prediction in REITs

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  • Tamala Amelia Manda

    (WITS University)

Abstract

Bankruptcy in many industries is a well-documented norm; however, in the real estate investment trust (REIT) industry, the related literature is very thin. This study uses the vector autoregressive (VAR), logistic, and multilinear models to detect bankruptcy in the REIT industry. The macroeconomic variables used as part of showing bankruptcy are adopted from Altman (1968), with an addition of funds from operations (FFOs). The results confirm interconnectedness among the Altman (1968) variables, including their causal nature on bankruptcy. The commonly used ratios (i.e. profitability, solvency and liquidity) confirm the declining financial health and financial positions of REIT firms during tough market conditions.

Suggested Citation

  • Tamala Amelia Manda, 2024. "Bankruptcy Prediction in REITs," International Real Estate Review, Global Social Science Institute, vol. 27(1), pages 139-167.
    • Handle: RePEc:ire:issued:v:27:n:01:2024:p:139-167
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    References listed on IDEAS

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    1. Mehmet Islamoglu & Mehmet Apan & Ahmet Oztel, 2015. "An Evaluation of the Financial Performance of REITs in Borsa Istanbul: A Case Study Using the Entropy-Based TOPSIS Method," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 6(2), pages 124-138, April.
    2. Hamid Waqas & Rohani Md-Rus, 2018. "Predicting financial distress: Importance of accounting and firm-specific market variables for Pakistan’s listed firms," Cogent Economics & Finance, Taylor & Francis Journals, vol. 6(1), pages 1545739-154, January.
    3. Joseph Ooi & Seow-Eng Ong & Lin Li, 2010. "An Analysis of the Financing Decisions of REITs: The Role of Market Timing and Target Leverage," The Journal of Real Estate Finance and Economics, Springer, vol. 40(2), pages 130-160, February.
    4. Fan, Yaoyao & Huang, Yichu & Jiang, Yuxiang & Liu, Frank Hong, 2020. "Watch out for bailout: TARP and bank earnings management," Journal of Financial Stability, Elsevier, vol. 51(C).
    5. Erasmo Giambona & Antonio S. Mello & Timothy J. Riddiough, 2018. "Real Assets, Collateral and the Limits of Debt Capacity," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 46(4), pages 836-886, December.
    6. Metrick, Andrew, 2019. "The Lehman Brothers Bankruptcy B: Risk Limits and Stress Tests," Journal of Financial Crises, Yale Program on Financial Stability (YPFS), vol. 1(1), pages 63-79, March.
    7. 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.
    8. Mei Qiu & Bo La, 2010. "Firm Characteristics as Determinants of Capital Structures in Australia," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 17(3), pages 277-287.
    9. Kanno, Masayasu, 2020. "Credit risk assessment in real estate investment trusts: A perspective on blockholding and lending networks," International Review of Financial Analysis, Elsevier, vol. 71(C).
    10. Manove, Michael & Padilla, A Jorge & Pagano, Marco, 2001. "Collateral versus Project Screening: A Model of Lazy Banks," RAND Journal of Economics, The RAND Corporation, vol. 32(4), pages 726-744, Winter.
    11. 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.
    12. Seok, Sang Ik & Cho, Hoon & Ryu, Doojin, 2020. "The information content of funds from operations and net income in real estate investment trusts," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    13. Emanuela Giacomini & David C. Ling & Andy Naranjo, 2017. "REIT Leverage and Return Performance: Keep Your Eye on the Target," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 45(4), pages 930-978, December.
    14. Eli Beracha & Zifeng Feng & William G. Hardin, 2019. "REIT Operational Efficiency: Performance, Risk, and Return," The Journal of Real Estate Finance and Economics, Springer, vol. 58(3), pages 408-437, April.
    15. Mensah, Ym, 1984. "An Examination Of The Stationarity Of Multivariate Bankruptcy Prediction Models - A Methodological Study," Journal of Accounting Research, Wiley Blackwell, vol. 22(1), pages 380-395.
    16. Shumway, Tyler, 2001. "Forecasting Bankruptcy More Accurately: A Simple Hazard Model," The Journal of Business, University of Chicago Press, vol. 74(1), pages 101-124, January.
    17. Lucia Gibilaro & Gianluca Mattarocci, 2018. "Financing Decisions of REITs and the Switching Effect," International Real Estate Review, Global Social Science Institute, vol. 21(3), pages 367-396.
    18. repec:ire:issued:v:21:n:03:2018:p:389-418 is not listed on IDEAS
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    Keywords

    Bankruptcy; REIT;

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