IDEAS home Printed from https://ideas.repec.org/a/eee/reveco/v69y2020icp152-177.html
   My bibliography  Save this article

Debt externality in equity markets: Leveraged portfolios and Islamic indices

Author

Listed:
  • Khan, Salman
  • Azmat, Saad

Abstract

This paper tests for the externality of debt in the equity markets. Adopting an exogenous view of the business cycles and assuming myopia amongst borrowers and lenders, the paper argues that when the markets are going up, portfolios and indices with high debt should perform better than those with low debt, while during the downward phase, low debt portfolios and indices would perform better. We use firm as well as index level data to compare performance based on high and low debt in the up and down market and conduct a series of robustness tests. We use monthly data from 2555 listed nonfinancial US firms from 1982 to 2016 to create low and high debt portfolios. At the index level, we use Islamic indices as a proxy for low debt indices. Our results show that low debt portfolio and Islamic indices outperform the high debt portfolio and conventional indices in the down market and underperform in the up market, respectively. The paper contributes to the literature on debt externality by extending the idea to the equity markets. The paper also contributes to the Islamic finance literature by identifying their better performance in the down markets. We theorize that the low debt of Islamic equity indices could be the moderating cause of their better performance.

Suggested Citation

  • Khan, Salman & Azmat, Saad, 2020. "Debt externality in equity markets: Leveraged portfolios and Islamic indices," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 152-177.
  • Handle: RePEc:eee:reveco:v:69:y:2020:i:c:p:152-177
    DOI: 10.1016/j.iref.2020.05.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1059056020300885
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.iref.2020.05.004?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    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. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    3. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    4. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    5. M. E. Arouri & H. Ben Ameur & N. Jawadi & F. Jawadi & W. Louhichi, 2013. "Are Islamic finance innovations enough for investors to escape from a financial downturn? Further evidence from portfolio simulations," Applied Economics, Taylor & Francis Journals, vol. 45(24), pages 3412-3420, August.
    6. Mohamed Shikh Albaity & Hamdia Mudor, 2012. "Return performance, Cointegration and short run dynamics of Islamic and non-Islamic indices: evidence from the US and Malaysia during the subprime crisis," Economic Analysis Working Papers (2002-2010). Atlantic Review of Economics (2011-2016), Colexio de Economistas de A Coruña, Spain and Fundación Una Galicia Moderna, vol. 1, pages 1-1, June.
    7. Hansen, Lars Peter & Hodrick, Robert J, 1980. "Forward Exchange Rates as Optimal Predictors of Future Spot Rates: An Econometric Analysis," Journal of Political Economy, University of Chicago Press, vol. 88(5), pages 829-853, October.
    8. Dewandaru, Ginanjar & Rizvi, Syed Aun R. & Masih, Rumi & Masih, Mansur & Alhabshi, Syed Othman, 2014. "Stock market co-movements: Islamic versus conventional equity indices with multi-timescales analysis," Economic Systems, Elsevier, vol. 38(4), pages 553-571.
    9. Shlomo Benartzi & Richard H. Thaler, 1995. "Myopic Loss Aversion and the Equity Premium Puzzle," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(1), pages 73-92.
    10. repec:cii:cepiei:2014-q1-137-5 is not listed on IDEAS
    11. Fischer, Gregory, 2013. "Contract structure, risk sharing and investment choice," LSE Research Online Documents on Economics 46796, London School of Economics and Political Science, LSE Library.
    12. Andreas G.F. Hoepner & Hussain G. Rammal & Michael Rezec, 2011. "Islamic mutual funds’ financial performance and international investment style: evidence from 20 countries," The European Journal of Finance, Taylor & Francis Journals, vol. 17(9-10), pages 829-850, November.
    13. Greg Fischer, 2013. "Contract Structure, Risk‐Sharing, and Investment Choice," Econometrica, Econometric Society, vol. 81(3), pages 883-939, May.
    14. Derigs, Ulrich & Marzban, Shehab, 2009. "New strategies and a new paradigm for Shariah-compliant portfolio optimization," Journal of Banking & Finance, Elsevier, vol. 33(6), pages 1166-1176, June.
    15. Atif Mian & Amir Sufi & Emil Verner, 2017. "Household Debt and Business Cycles Worldwide," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1755-1817.
    16. Atif Mian & Amir Sufi, 2011. "House Prices, Home Equity-Based Borrowing, and the US Household Leverage Crisis," American Economic Review, American Economic Association, vol. 101(5), pages 2132-2156, August.
    17. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    18. 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.
    19. Atif Mian & Amir Sufi, 2010. "The Great Recession: Lessons from Microeconomic Data," American Economic Review, American Economic Association, vol. 100(2), pages 51-56, May.
    20. Berk, Jonathan B, 1995. "A Critique of Size-Related Anomalies," The Review of Financial Studies, Society for Financial Studies, vol. 8(2), pages 275-286.
    21. Ashraf, Dawood & Mohammad, Nazeeruddin, 2014. "Matching perception with the reality—Performance of Islamic equity investments," Pacific-Basin Finance Journal, Elsevier, vol. 28(C), pages 175-189.
    22. Gennaioli, Nicola & Shleifer, Andrei & Vishny, Robert, 2012. "Neglected risks, financial innovation, and financial fragility," Journal of Financial Economics, Elsevier, vol. 104(3), pages 452-468.
    23. Al-Khazali, Osamah & Lean, Hooi Hooi & Samet, Anis, 2014. "Do Islamic stock indexes outperform conventional stock indexes? A stochastic dominance approach," Pacific-Basin Finance Journal, Elsevier, vol. 28(C), pages 29-46.
    24. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    25. Banz, Rolf W., 1981. "The relationship between return and market value of common stocks," Journal of Financial Economics, Elsevier, vol. 9(1), pages 3-18, March.
    26. Ouatik El-Alaoui, AbdelKader & Ismath Bacha, Obiyathulla & Masih, Mansur & Asutay, Mehmet, 2018. "Does low leverage minimise the impact of financial shocks? New optimisation strategies using Islamic stock screening for European portfolios," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 57(C), pages 160-184.
    27. Fredj Jawadi & Nabila Jawadi & Waël Louhichi, 2014. "Conventional and Islamic stock price performance: An empirical investigation," International Economics, CEPII research center, issue 137, pages 73-87.
    28. Charles, Amélie & Darné, Olivier & Pop, Adrian, 2015. "Risk and ethical investment: Empirical evidence from Dow Jones Islamic indexes," Research in International Business and Finance, Elsevier, vol. 35(C), pages 33-56.
    29. Amihud, Yakov & Mendelson, Haim & Pedersen, Lasse Heje, 2006. "Liquidity and Asset Prices," Foundations and Trends(R) in Finance, now publishers, vol. 1(4), pages 269-364, February.
    30. Pettengill, Glenn N. & Sundaram, Sridhar & Mathur, Ike, 1995. "The Conditional Relation between Beta and Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 30(1), pages 101-116, March.
    31. Dawood Ashraf, 2016. "Does Shari’ah Screening Cause Abnormal Returns? Empirical Evidence from Islamic Equity Indices," Journal of Business Ethics, Springer, vol. 134(2), pages 209-228, March.
    32. 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.
    33. Alhassan, Abdulrahman & Naka, Atsuyuki, 2020. "Corporate future investments and stock liquidity: Evidence from emerging markets," International Review of Economics & Finance, Elsevier, vol. 65(C), pages 69-83.
    34. 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.
    35. Mian, Atif & Sufi, Amir, 2015. "House of Debt," University of Chicago Press Economics Books, University of Chicago Press, number 9780226271651, December.
    36. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    37. Gibbons, Michael R & Ross, Stephen A & Shanken, Jay, 1989. "A Test of the Efficiency of a Given Portfolio," Econometrica, Econometric Society, vol. 57(5), pages 1121-1152, September.
    38. Joel Hasbrouck, 2009. "Trading Costs and Returns for U.S. Equities: Estimating Effective Costs from Daily Data," Journal of Finance, American Finance Association, vol. 64(3), pages 1445-1477, June.
    39. Ebrahim, M. Shahid & Jaafar, Aziz & Omar, Fatma A. & Salleh, Murizah Osman, 2016. "Can Islamic injunctions indemnify the structural flaws of securitized debt?," Journal of Corporate Finance, Elsevier, vol. 37(C), pages 271-286.
    40. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    41. Robert F. Peterkort & James F. Nielsen, 2005. "Is The Book‐To‐Market Ratio A Measure Of Risk?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 28(4), pages 487-502, December.
    42. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    43. el Alaoui, AbdelKader Ouatik & Bacha, Obiyathulla Ismath & Masih, Mansur & Asutay, Mehmet, 2016. "Shari’ah screening, market risk and contagion: A multi-country analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 132(S), pages 93-112.
    44. Goyenko, Ruslan Y. & Holden, Craig W. & Trzcinka, Charles A., 2009. "Do liquidity measures measure liquidity?," Journal of Financial Economics, Elsevier, vol. 92(2), pages 153-181, May.
    45. Ho, Catherine Soke Fun & Abd Rahman, Nurul Afiqah & Yusuf, Noor Hafizha Muhamad & Zamzamin, Zaminor, 2014. "Performance of global Islamic versus conventional share indices: International evidence," Pacific-Basin Finance Journal, Elsevier, vol. 28(C), pages 110-121.
    46. Brennan, Michael J. & Chordia, Tarun & Subrahmanyam, Avanidhar, 1998. "Alternative factor specifications, security characteristics, and the cross-section of expected stock returns," Journal of Financial Economics, Elsevier, vol. 49(3), pages 345-373, September.
    47. Reinganum, Marc R., 1981. "Misspecification of capital asset pricing : Empirical anomalies based on earnings' yields and market values," Journal of Financial Economics, Elsevier, vol. 9(1), pages 19-46, March.
    48. Hayat, Raphie & Kraeussl, Roman, 2011. "Risk and return characteristics of Islamic equity funds," Emerging Markets Review, Elsevier, vol. 12(2), pages 189-203, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Azmat, Saad & Kabir Hassan, M. & Ali, Haiqa & Sohel Azad, A.S.M., 2021. "Religiosity, neglected risk and asset returns: Theory and evidence from Islamic finance industry," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 74(C).
    2. Rahman, Md Lutfur & Hedström, Axel & Uddin, Gazi Salah & Kang, Sang Hoon, 2021. "Quantile relationship between Islamic and non-Islamic equity markets," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    3. Saad Azmat & Maryam Subhan, 2022. "Ethical Foundations of the Islamic Financial Industry," Journal of Business Ethics, Springer, vol. 180(2), pages 567-580, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Azad, A.S.M.S. & Azmat, Saad & Chazi, Abdelaziz & Ahsan, Amirul, 2018. "Sailing with the non-conventional stocks when there is no place to hide," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 57(C), pages 1-16.
    2. Gregory Connor & Lisa R. Goldberg & Robert A. Korajczyk, 2010. "Portfolio Risk Analysis," Economics Books, Princeton University Press, edition 1, number 9224.
    3. Committee, Nobel Prize, 2013. "Understanding Asset Prices," Nobel Prize in Economics documents 2013-1, Nobel Prize Committee.
    4. Stereńczak, Szymon & Zaremba, Adam & Umar, Zaghum, 2020. "Is there an illiquidity premium in frontier markets?," Emerging Markets Review, Elsevier, vol. 42(C).
    5. Huh, Sahn-Wook, 2014. "Price impact and asset pricing," Journal of Financial Markets, Elsevier, vol. 19(C), pages 1-38.
    6. Amit Goyal, 2012. "Empirical cross-sectional asset pricing: a survey," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 26(1), pages 3-38, March.
    7. Baradarannia, M. Reza & Peat, Maurice, 2013. "Liquidity and expected returns—Evidence from 1926–2008," International Review of Financial Analysis, Elsevier, vol. 29(C), pages 10-23.
    8. Brennan, Michael J. & Chordia, Tarun & Subrahmanyam, Avanidhar & Tong, Qing, 2012. "Sell-order liquidity and the cross-section of expected stock returns," Journal of Financial Economics, Elsevier, vol. 105(3), pages 523-541.
    9. Amihud, Yakov & Noh, Joonki, 2021. "The pricing of the illiquidity factor’s conditional risk with time-varying premium," Journal of Financial Markets, Elsevier, vol. 56(C).
    10. Delle Foglie, Andrea & Panetta, Ida Claudia, 2020. "Islamic stock market versus conventional: Are islamic investing a ‘Safe Haven’ for investors? A systematic literature review," Pacific-Basin Finance Journal, Elsevier, vol. 64(C).
    11. Andres, Christian & Cumming, Douglas & Karabiber, Timur & Schweizer, Denis, 2014. "Do markets anticipate capital structure decisions? — Feedback effects in equity liquidity," Journal of Corporate Finance, Elsevier, vol. 27(C), pages 133-156.
    12. Al-Awadhi, Abdullah M. & Dempsey, Michael, 2017. "Social norms and market outcomes: The effects of religious beliefs on stock markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 50(C), pages 119-134.
    13. Li, Xiafei & Luo, Di, 2019. "Financial constraints, stock liquidity, and stock returns," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 63(C).
    14. Chabi-Yo, Fousseni & Ruenzi, Stefan & Weigert, Florian, 2018. "Crash Sensitivity and the Cross Section of Expected Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(3), pages 1059-1100, June.
    15. Thomas Paul & Thomas Walther & André Küster-Simic, 2022. "Empirical analysis of the illiquidity premia of German real estate securities," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 36(2), pages 203-260, June.
    16. Lischewski, Judith & Voronkova, Svitlana, 2012. "Size, value and liquidity. Do They Really Matter on an Emerging Stock Market?," Emerging Markets Review, Elsevier, vol. 13(1), pages 8-25.
    17. Agata Gniadkowska-Szymańska, 2021. "Liquidity of assets and liquidity of shares: the example of the Warsaw Stock Exchange," Bank i Kredyt, Narodowy Bank Polski, vol. 52(1), pages 1-22.
    18. Daniel Chai & Robert Faff & Philip Gharghori, 2013. "Liquidity in asset pricing: New Australian evidence using low-frequency data," Australian Journal of Management, Australian School of Business, vol. 38(2), pages 375-400, August.
    19. Auer, Benjamin R. & Rottmann, Horst, 2019. "Have capital market anomalies worldwide attenuated in the recent era of high liquidity and trading activity?," Journal of Economics and Business, Elsevier, vol. 103(C), pages 61-79.
    20. Kewei Hou & Chen Xue & Lu Zhang, 2017. "Replicating Anomalies," NBER Working Papers 23394, National Bureau of Economic Research, Inc.

    More about this item

    Keywords

    Debt externality; Islamic equities; Risk-return characteristics; Islamic finance; Systematic risk; Liquidity risk; Financial crisis;
    All these keywords.

    JEL classification:

    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G29 - Financial Economics - - Financial Institutions and Services - - - Other
    • Z12 - Other Special Topics - - Cultural Economics - - - Religion

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:reveco:v:69:y:2020:i:c:p:152-177. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620165 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.