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Of Religion and Redemption: Evidence from Default on Islamic Loans

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  • Baele, Lieven
  • Farooq, Moazzam
  • Ongena, Steven

Abstract

Do religious beliefs affect real economic decisions? We investigate this fundamental question by comparing default rates on conventional and Islamic loans using a comprehensive monthly dataset from Pakistan that follows more than 150,000 loans over the period 2006:04 to 2008:12. We find robust evidence that the default rate on Islamic loans is less than half the default rate on conventional loans. The evidence comes from a variety of specifications that contain pertinent combinations of time-varying borrower, loan contract and bank characteristics, and time, borrower, bank and borrower*bank fixed effects. For the same borrower taking both conventional and Islamic loans from the same bank, the hazard rate on Islamic loans drops to one fifth the hazard rate on conventional loans. Islamic loans are less likely to default during Ramadan and in big cities if the share of votes to religious-political parties increases, suggesting that religion--either through individual piousness or network effects--may play a role in determining loan default.

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  • Baele, Lieven & Farooq, Moazzam & Ongena, Steven, 2011. "Of Religion and Redemption: Evidence from Default on Islamic Loans," CEPR Discussion Papers 8504, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:8504
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    as
    1. McCleary, Rachel & Barro, Robert, 2003. "Religion and Economic Growth across Countries," Scholarly Articles 3708464, Harvard University Department of Economics.
    2. Pagano, Marco & Jappelli, Tullio, 1993. " Information Sharing in Credit Markets," Journal of Finance, American Finance Association, vol. 48(5), pages 1693-1718, December.
    3. Sascha O. Becker & Ludger Woessmann, 2009. "Was Weber Wrong? A Human Capital Theory of Protestant Economic History," The Quarterly Journal of Economics, Oxford University Press, vol. 124(2), pages 531-596.
    4. Duffie, Darrell & Saita, Leandro & Wang, Ke, 2007. "Multi-period corporate default prediction with stochastic covariates," Journal of Financial Economics, Elsevier, vol. 83(3), pages 635-665, March.
    5. Pejman Abedifar & Philip Molyneux & Amine Tarazi, 2013. "Risk in Islamic Banking," Review of Finance, European Finance Association, vol. 17(6), pages 2035-2096.
    6. Bader, Mohammed Khaled I. & Mohamad, Shamsher & Ariff, Mohamed & Hassan, Taufiq, 2008. "Cost, Revenue, And Profit Efficiency Of Islamic Versus Conventional Banks: International Evidence Using Data Envelopment Analysis," Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 15, pages 24-76.
    7. Robert J. Barro & Rachel M. McCleary, 2005. "Which Countries Have State Religions?," The Quarterly Journal of Economics, Oxford University Press, vol. 120(4), pages 1331-1370.
    8. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2013. "The Determinants of Attitudes toward Strategic Default on Mortgages," Journal of Finance, American Finance Association, vol. 68(4), pages 1473-1515, August.
    9. Martin Čihák & Heiko Hesse, 2010. "Islamic Banks and Financial Stability: An Empirical Analysis," Journal of Financial Services Research, Springer;Western Finance Association, vol. 38(2), pages 95-113, December.
    10. Patrick A. Imam & Kangni R Kpodar, 2010. "Islamic Banking; How Has it Diffused?," IMF Working Papers 10/195, International Monetary Fund.
    11. Kiefer, Nicholas M, 1988. "Economic Duration Data and Hazard Functions," Journal of Economic Literature, American Economic Association, vol. 26(2), pages 646-679, June.
    12. Leonard Dudley & Ulrich Blum, 2001. "Religion and economic growth: was Weber right?," Journal of Evolutionary Economics, Springer, vol. 11(2), pages 207-230.
    13. Mariani Abdul-Majid & David Saal & Giuliana Battisti, 2010. "Efficiency in Islamic and conventional banking: an international comparison," Journal of Productivity Analysis, Springer, vol. 34(1), pages 25-43, August.
    14. Al-Azzam, Moh'd & Carter Hill, R. & Sarangi, Sudipta, 2012. "Repayment performance in group lending: Evidence from Jordan," Journal of Development Economics, Elsevier, vol. 97(2), pages 404-414.
    15. Jörg L. Spenkuch, 2010. "The Protestant Ethic and Work: Micro Evidence from Contemporary Germany," SOEPpapers on Multidisciplinary Panel Data Research 330, DIW Berlin, The German Socio-Economic Panel (SOEP).
    16. Stulz, Rene M. & Williamson, Rohan, 2003. "Culture, openness, and finance," Journal of Financial Economics, Elsevier, vol. 70(3), pages 313-349, December.
    17. Khwaja, Asim Ijaz & Mian, Atif & Qamar, Abid, 2011. "Bank Credit and Business Networks," Working Paper Series rwp11-017, Harvard University, John F. Kennedy School of Government.
    18. Brown, Martin & Jappelli, Tullio & Pagano, Marco, 2009. "Information sharing and credit: Firm-level evidence from transition countries," Journal of Financial Intermediation, Elsevier, vol. 18(2), pages 151-172, April.
    19. Jan Bouckaert & Hans Degryse, 2006. "Entry and Strategic Information Display in Credit Markets," Economic Journal, Royal Economic Society, vol. 116(513), pages 702-720, July.
    20. Puri, Manju & Rocholl, Jörg & Steffen, Sascha, 2011. "Global retail lending in the aftermath of the US financial crisis: Distinguishing between supply and demand effects," Journal of Financial Economics, Elsevier, vol. 100(3), pages 556-578, June.
    21. Richardson, Gary & McBride, Michael, 2009. "Religion, longevity, and cooperation: The case of the craft guild," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 172-186, August.
    22. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2006. "Does Culture Affect Economic Outcomes?," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 23-48, Spring.
    23. Andreas Jobst, 2007. "The Economics of Islamic Finance and Securitization," IMF Working Papers 07/117, International Monetary Fund.
    24. Zia, Bilal H., 2008. "Export incentives, financial constraints, and the (mis)allocation of credit: Micro-level evidence from subsidized export loans," Journal of Financial Economics, Elsevier, vol. 87(2), pages 498-527, February.
    25. Hilary, Gilles & Hui, Kai Wai, 2009. "Does religion matter in corporate decision making in America?," Journal of Financial Economics, Elsevier, vol. 93(3), pages 455-473, September.
    26. Laurent Weill, 2009. "Do Islamic Banks Have Greater Market Power ?," Working Papers of LaRGE Research Center 2009-02, Laboratoire de Recherche en Gestion et Economie (LaRGE), Université de Strasbourg.
    27. Guiso, Luigi & Sapienza, Paola & Zingales, Luigi, 2003. "People's opium? Religion and economic attitudes," Journal of Monetary Economics, Elsevier, vol. 50(1), pages 225-282, January.
    28. Atif Mian, 2006. "Distance Constraints: The Limits of Foreign Lending in Poor Economies," Journal of Finance, American Finance Association, vol. 61(3), pages 1465-1505, June.
    29. Cynthia G. McDonald & Linda M. Van De Gucht, 1999. "High-Yield Bond Default And Call Risks," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 409-419, August.
    30. David Clingingsmith & Asim Ijaz Khwaja & Michael Kremer, 2009. "Estimating the Impact of The Hajj: Religion and Tolerance in Islam's Global Gathering," The Quarterly Journal of Economics, Oxford University Press, vol. 124(3), pages 1133-1170.
    31. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, vol. 98(4), pages 1413-1442, September.
    32. Rachel M. McCleary & Robert J. Barro, 2006. "Religion and Economy," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 49-72, Spring.
    33. Andrabi, Tahir & Das, Jishnu & Khwaja, Asim Ijaz & Zajonc, Tristan, 2005. "Religious school enrollment in Pakistan : a look at the data," Policy Research Working Paper Series 3521, The World Bank.
    34. Ongena, Steven & Şendeniz-Yüncü, İlkay, 2011. "Which firms engage small, foreign, or state banks? And who goes Islamic? Evidence from Turkey," Journal of Banking & Finance, Elsevier, vol. 35(12), pages 3213-3224.
    35. Broecker, Thorsten, 1990. "Credit-Worthiness Tests and Interbank Competition," Econometrica, Econometric Society, vol. 58(2), pages 429-452, March.
    36. Blum, U. & Dudley, L., 2001. "Religion and Economic Growth: Was Weber Right?," Cahiers de recherche 2001-05, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
    37. Laurence R. Iannaccone, 1998. "Introduction to the Economics of Religion," Journal of Economic Literature, American Economic Association, vol. 36(3), pages 1465-1495, September.
    38. Weill, Laurent & Godlewski, Christophe, 2012. "Why do large firms go for Islamic loans?," BOFIT Discussion Papers 7/2012, Bank of Finland, Institute for Economies in Transition.
    39. Brown, M. & Kirschenmann, K. & Ongena, S., 2009. "Foreign Currency Loans - Demand or Supply Driven?," Discussion Paper 2009-78, Tilburg University, Center for Economic Research.
    40. Chong, Beng Soon & Liu, Ming-Hua, 2009. "Islamic banking: Interest-free or interest-based?," Pacific-Basin Finance Journal, Elsevier, vol. 17(1), pages 125-144, January.
    41. Charlotte Ostergaard & Ibolya Schindele & Bent Vale, 2009. "Social capital and the viability of stakeholder-oriented firms: Evidence from Norwegian savings banks," Working Paper 2009/14, Norges Bank.
    42. David B. Audretsch & Werner Boente & Jagannadha Pawan Tamvada, 2007. "Religion and Entrepreneurship," Jena Economic Research Papers 2007-075, Friedrich-Schiller-University Jena.
    43. Heckman, James J. & Singer, Burton, 1984. "Econometric duration analysis," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 63-132.
    44. Sajjad Zaheer & Steven Ongena & Sweder J.G. van Wijnbergen, 2013. "The Transmission of Monetary Policy Through Conventional and Islamic Banks," International Journal of Central Banking, International Journal of Central Banking, vol. 9(4), pages 175-224, December.
    45. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
    46. Laurent Weill, 2011. "Do Islamic Banks Have Greater Market Power?," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 53(2), pages 291-306, June.
    47. Jemma Dridi & Maher Hasan, 2010. "The Effects of the Global Crisison Islamic and Conventional Banks; A Comparative Study," IMF Working Papers 10/201, International Monetary Fund.
    48. Bolton, Patrick & Scharfstein, David S, 1996. "Optimal Debt Structure and the Number of Creditors," Journal of Political Economy, University of Chicago Press, vol. 104(1), pages 1-25, February.
    49. Laurence R. Iannaccone, 1998. "Corrigenda [Introduction to the Economics of Religion]," Journal of Economic Literature, American Economic Association, vol. 36(4), pages 1941-1941, December.
    50. Jedrzej Bialkowski & Ahmad Etebari & Tomasz Piotr Wisniewski, 2010. "Piety and Profits: Stock Market Anomaly during the Muslim Holy Month," Working Papers in Economics 10/52, University of Canterbury, Department of Economics and Finance.
    51. 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.
    52. Beck, Thorsten & Demirgüç-Kunt, Asli & Merrouche, Ouarda, 2013. "Islamic vs. conventional banking: Business model, efficiency and stability," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 433-447.
    53. Khan, Feisal, 2010. "How 'Islamic' is Islamic Banking?," Journal of Economic Behavior & Organization, Elsevier, vol. 76(3), pages 805-820, December.
    54. Padilla, A Jorge & Pagano, Marco, 1997. "Endogenous Communication among Lenders and Entrepreneurial Incentives," Review of Financial Studies, Society for Financial Studies, vol. 10(1), pages 205-236.
    55. Grier, Robin, 1997. "The Effect of Religion on Economic Development: A Cross National Study of Sixty-three Former Colonies," Kyklos, Wiley Blackwell, vol. 50(1), pages 47-62.
    56. Sugato Chakravarty & Tansel Yilmazer, 2009. "A Multistage Model of Loans and the Role of Relationships," Financial Management, Financial Management Association International, vol. 38(4), pages 781-816, December.
    57. Asim Ijaz Khwaja & Atif Mian, 2005. "Do Lenders Favor Politically Connected Firms? Rent Provision in an Emerging Financial Market," The Quarterly Journal of Economics, Oxford University Press, vol. 120(4), pages 1371-1411.
    58. Białkowski, Jędrzej & Bohl, Martin T. & Kaufmann, Philipp & Wisniewski, Tomasz P., 2013. "Do mutual fund managers exploit the Ramadan anomaly? Evidence from Turkey," Emerging Markets Review, Elsevier, vol. 15(C), pages 211-232.
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    Keywords

    Duration Analysis; Islamic Loans; Loan Default; Religion;

    JEL classification:

    • A13 - General Economics and Teaching - - General Economics - - - Relation of Economics to Social Values
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation
    • Z12 - Other Special Topics - - Cultural Economics - - - Religion

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