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Financial intermediation through risk sharing vs non-risk sharing contracts, role of credit risk, and sustainable production: evidence from leading countries in Islamic finance

Author

Listed:
  • Adil Saleem

    (Hungarian University of Agriculture and Life Sciences)

  • Ahmad Daragmeh

    (Hungarian University of Agriculture and Life Sciences)

  • R. M. Ammar Zahid

    (Yunnan Technology and Business University)

  • Judit Sági

    (Budapest Business School)

Abstract

The asset side of Islamic banks has two different portfolios running side by side, namely risk-sharing (PLS) and non-risk sharing (non-PLS) financing. The segregation of PLS and non-PLS financing has gathered some attention recently owning to its relative importance for sustainable economic output. This study attempts to analyze the impact of decomposed Islamic financing modes (PLS and non-PLS) with a particular focus on their impact on real economic activity. In addition, we moderated the relationship with asset quality of aggregate Islamic banking sector. Quarterly data from 2014 to 2021 have been sourced from datasets of the Islamic financial service board (IFSB), the International Monetary Fund (IMF), World Bank, and Central banks’ data streams. Eleven countries have been selected based on the highest local and global share in global Islamic financial assets. Panel data regression model has been used in this study. The findings indicate that PLS financing is a weaker driver to channelize funds. However, industrial production output is significantly affected by non-PLS financing. Further the results suggest, Islamic finance–output nexus found to have a stronger relationship in the presence of higher asset quality of Islamic banks. The results show that firms mostly rely on non-PLS financing, due to reduced asymmetry and higher transparency in non-PLS contracts compared to PLS modes. The results have implications for governing bodies of Islamic financial system in boosting risk-sharing contracts and firms to limit agency conflicts arising from fluctuating cost of financing.

Suggested Citation

  • Adil Saleem & Ahmad Daragmeh & R. M. Ammar Zahid & Judit Sági, 2024. "Financial intermediation through risk sharing vs non-risk sharing contracts, role of credit risk, and sustainable production: evidence from leading countries in Islamic finance," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(5), pages 11311-11341, May.
    • Handle: RePEc:spr:endesu:v:26:y:2024:i:5:d:10.1007_s10668-023-03298-7
    DOI: 10.1007/s10668-023-03298-7
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    1. Giulio Bottazzi & Angelo Secchi & Federico Tamagni, 2014. "Financial constraints and firm dynamics," Small Business Economics, Springer, vol. 42(1), pages 99-116, January.
    2. Chandrashekar Raghutla & Krishna Reddy Chittedi, 2021. "Financial development, real sector and economic growth: Evidence from emerging market economies," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 6156-6167, October.
    3. Suleiman Abu‐Bader & Aamer S. Abu‐Qarn, 2008. "Financial Development and Economic Growth: Empirical Evidence from Six MENA Countries," Review of Development Economics, Wiley Blackwell, vol. 12(4), pages 803-817, November.
    4. Muhamad Abduh & Mohd Azmi Omar, 2012. "Islamic banking and economic growth: the Indonesian experience," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 5(1), pages 35-47, March.
    5. Rasem N. Kayed, 2012. "The entrepreneurial role of profit‐and‐loss sharing modes of finance: theory and practice," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 5(3), pages 203-228, August.
    6. Giulio Bottazzi & Angelo Secchi & Federico Tamagni, 2014. "Financial constraints and firm dynamics," Small Business Economics, Springer, vol. 42(1), pages 99-116, January.
    7. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    8. Mensi, Walid & Hammoudeh, Shawkat & Tiwari, Aviral Kumar & Al-Yahyaee, Khamis Hamed, 2020. "Impact of Islamic banking development and major macroeconomic variables on economic growth for Islamic countries: Evidence from panel smooth transition models," Economic Systems, Elsevier, vol. 44(1).
    9. Raghuram G. Rajan, 1994. "Why Bank Credit Policies Fluctuate: A Theory and Some Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 399-441.
    10. Rasem N. Kayed, 2012. "The entrepreneurial role of profit‐and‐loss sharing modes of finance: theory and practice," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 5(3), pages 203-228, August.
    11. Hui An & Qianmiao Zou & Mohamed Kargbo, 2021. "Impact of financial development on economic growth: Evidence from Sub‐Saharan Africa," Australian Economic Papers, Wiley Blackwell, vol. 60(2), pages 226-260, June.
    12. Aysan, Ahmet F. & Ozturk, Huseyin, 2018. "Does Islamic banking offer a natural hedge for business cycles? Evidence from a dual banking system," Journal of Financial Stability, Elsevier, vol. 36(C), pages 22-38.
    13. Mircea Epure & Esteban Lafuente, 2015. "Monitoring bank performance in the presence of risk," Journal of Productivity Analysis, Springer, vol. 44(3), pages 265-281, December.
    14. Rapheedah Musneh & Mohd. Rahimie Abdul Karim & Caroline Geetha A/P Arokiadasan Baburaw, 2021. "Liquidity risk and stock returns: empirical evidence from industrial products and services sector in Bursa Malaysia," Future Business Journal, Springer, vol. 7(1), pages 1-10, December.
    15. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2018. "Diagnostic Expectations and Credit Cycles," Journal of Finance, American Finance Association, vol. 73(1), pages 199-227, February.
    16. By Mohsin S. Khan & Abdelhak S. Senhadji, 2001. "Threshold Effects in the Relationship Between Inflation and Growth," IMF Staff Papers, Palgrave Macmillan, vol. 48(1), pages 1-1.
    17. Rudra P. Pradhan & Mak B. Arvin & John H. Hall & Sahar Bahmani, 2014. "Causal nexus between economic growth, banking sector development, stock market development, and other macroeconomic variables: The case of ASEAN countries," Review of Financial Economics, John Wiley & Sons, vol. 23(4), pages 155-173, November.
    18. Fahmida Laghari & Ye Chengang, 2019. "Investment in working capital and financial constraints," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 15(2), pages 164-190, March.
    19. Baltagi, Badi H., 2013. "Panel Data Forecasting," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 2, chapter 0, pages 995-1024, Elsevier.
    20. Khaled Elmawazini & Khiyar Abdullah Khiyar & Asiye Aydilek, 2020. "Types of banking institutions and economic growth," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 13(4), pages 553-578, July.
    21. Hajer Zarrouk & Teheni El Ghak & Elias Abu Al Haija, 2017. "Financial development, Islamic finance and economic growth: evidence of the UAE," Journal of Islamic Accounting and Business Research, Emerald Group Publishing Limited, vol. 8(1), pages 2-22, February.
    22. Hussien Mohsen Ahmed & Sherif Ismail El-Halaby & Hebatallah Ahmed Soliman, 2022. "The consequence of the credit risk on the financial performance in light of COVID-19: Evidence from Islamic versus conventional banks across MEA region," Future Business Journal, Springer, vol. 8(1), pages 1-22, December.
    23. Mehmet Asutay, 2007. "Conceptualisation Of The Second Best Solution In Overcoming The Social Failure Of Islamic Banking And Finance: Examining The Overpowering Of Homoislamicus By Homoeconomicus," IIUM Journal of Economics and Management, IIUM Journal of Economis and Management, vol. 15(2), pages 167-176, December.
    24. Suhardi M. Anwar & Junaidi Junaidi & Salju Salju & Ready Wicaksono & Mispiyanti Mispiyanti, 2020. "Islamic bank contribution to Indonesian economic growth," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 13(3), pages 519-532, June.
    25. Chaiechi, Taha, 2012. "Financial development shocks and contemporaneous feedback effect on key macroeconomic indicators: A post Keynesian time series analysis," Economic Modelling, Elsevier, vol. 29(2), pages 487-501.
    26. Rasem N. Kayed, 2012. "The entrepreneurial role of profit‐and‐loss sharing modes of finance: theory and practice," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 5(3), pages 203-228, August.
    27. Cragg, John G. & Donald, Stephen G., 1993. "Testing Identifiability and Specification in Instrumental Variable Models," Econometric Theory, Cambridge University Press, vol. 9(2), pages 222-240, April.
    28. Engle, Robert F., 1984. "Wald, likelihood ratio, and Lagrange multiplier tests in econometrics," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 13, pages 775-826, Elsevier.
    29. Masrizal & Budi Trianto, 2022. "The Role Of Pls Financing On Economic Growth: Indonesian Case," Journal of Islamic Monetary Economics and Finance, Bank Indonesia, vol. 8(1), pages 49-64, February.
    30. A. Sankaran & A. Vadivel & M. Abdul Jamal, 2020. "Effects of dynamic variables on industrial output in one of the world’s fastest-growing countries: case evidence from India," Future Business Journal, Springer, vol. 6(1), pages 1-8, December.
    31. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    32. Abu-Bader, Suleiman & Abu-Qarn, Aamer S., 2008. "Financial development and economic growth: The Egyptian experience," Journal of Policy Modeling, Elsevier, vol. 30(5), pages 887-898.
    33. Moncef Guizani & Ahdi Noomen Ajmi, 2021. "Islamic banking and corporate investment efficiency: empirical evidence from Malaysia," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 71(5), pages 1854-1871, February.
    34. Omar Masood & Muhammad Ashraf, 2012. "Bank‐specific and macroeconomic profitability determinants of Islamic banks," Qualitative Research in Financial Markets, Emerald Group Publishing Limited, vol. 4(2/3), pages 255-268, August.
    35. Hayakawa, Kazuhiko, 2007. "Small sample bias properties of the system GMM estimator in dynamic panel data models," Economics Letters, Elsevier, vol. 95(1), pages 32-38, April.
    36. Khaled Elmawazini & Khiyar Abdullah Khiyar & Asiye Aydilek, 2020. "Types of banking institutions and economic growth," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 13(4), pages 553-578, July.
    37. 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.
    38. Kassim, Salina, 2016. "Islamic finance and economic growth: The Malaysian experience," Global Finance Journal, Elsevier, vol. 30(C), pages 66-76.
    39. Suri, Vivek & Chapman, Duane, 1998. "Economic growth, trade and energy: implications for the environmental Kuznets curve," Ecological Economics, Elsevier, vol. 25(2), pages 195-208, May.
    40. Giulio Bottazzi & Angelo Secchi & Federico Tamagni, 2014. "Financial constraints and firm dynamics," Small Business Economics, Springer, vol. 42(1), pages 99-116, January.
    41. Fahmida Laghari & Ye Chengang, 2019. "Investment in working capital and financial constraints," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 15(2), pages 164-190, March.
    42. Muhamad Abduh & Mohd Azmi Omar, 2012. "Islamic banking and economic growth: the Indonesian experience," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 5(1), pages 35-47, March.
    43. Muhamad Abduh & Mohd Azmi Omar, 2012. "Islamic banking and economic growth: the Indonesian experience," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 5(1), pages 35-47, March.
    44. Artur Ribaj & Fitim Mexhuani, 2021. "The impact of savings on economic growth in a developing country (the case of Kosovo)," Journal of Innovation and Entrepreneurship, Springer, vol. 10(1), pages 1-13, December.
    45. Mosab I. Tabash & Fatima Muhammad Abdulkarim & Mustapha Ishaq Akinlaso & Raj S. Dhankar, 2022. "Islamic banking and economic growth: fresh insights from Nigeria using autoregressive distributed lags (ARDL) approach," African Journal of Economic and Management Studies, Emerald Group Publishing Limited, vol. 13(4), pages 582-597, April.
    46. John Thornton & Caterina Di Tommaso, 2021. "The effect of non‐performing loans on credit expansion: Do capital and profitability matter? Evidence from European banks," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4822-4839, July.
    47. Lars Leszczensky & Tobias Wolbring, 2022. "How to Deal With Reverse Causality Using Panel Data? Recommendations for Researchers Based on a Simulation Study," Sociological Methods & Research, , vol. 51(2), pages 837-865, May.
    48. M. Shabri Abd. Majid & Salina H. Kassim, 2015. "Assessing the contribution of Islamic finance to economic growth," Journal of Islamic Accounting and Business Research, Emerald Group Publishing Limited, vol. 6(2), pages 292-310, September.
    49. Omar Masood & Muhammad Ashraf, 2012. "Bank‐specific and macroeconomic profitability determinants of Islamic banks," Qualitative Research in Financial Markets, Emerald Group Publishing Limited, vol. 4(2/3), pages 255-268, August.
    50. Santosh Kumar Das & Khushboo Uppal, 2021. "NPAs and profitability in Indian banks: an empirical analysis," Future Business Journal, Springer, vol. 7(1), pages 1-9, December.
    51. Adil Saleem & Judit Sági & Budi Setiawan, 2021. "Islamic Financial Depth, Financial Intermediation, and Sustainable Economic Growth: ARDL Approach," Economies, MDPI, vol. 9(2), pages 1-22, April.
    52. Jamel Jouini, 2016. "Economic growth and savings in Saudi Arabia: empirical evidence from cointegration and causality analysis," Asia-Pacific Journal of Accounting & Economics, Taylor & Francis Journals, vol. 23(4), pages 478-495, October.
    53. Rosylin Mohd. Yusof & Mejda Bahlous, 2013. "Islamic banking and economic growth in GCC & East Asia countries," Journal of Islamic Accounting and Business Research, Emerald Group Publishing Limited, vol. 4(2), pages 151-172, September.
    54. Habib Ahmed & Dalal Aassouli, 2022. "Entrepreneurial finance, agency problems and Islamic ethics: complementarities and constraints," Venture Capital, Taylor & Francis Journals, vol. 24(1), pages 25-46, January.
    55. Azmat, Saad & Skully, Michael & Brown, Kym, 2015. "Can Islamic banking ever become Islamic?," Pacific-Basin Finance Journal, Elsevier, vol. 34(C), pages 253-272.
    56. Hind Lebdaoui & Joerg Wild, 2016. "Islamic banking presence and economic growth in Southeast Asia," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 9(4), pages 551-569, November.
    57. Assad Ullah & Xinshun Zhao & Muhammad Abdul Kamal & Adeel Riaz & Bowen Zheng, 2021. "Exploring asymmetric relationship between Islamic banking development and economic growth in Pakistan: Fresh evidence from a non‐linear ARDL approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 6168-6187, October.
    58. repec:eme:hppsss:v:29:y:2013:i:4:p:333-348 is not listed on IDEAS
    59. Azmi, Wajahat & Ali, Mohsin & Arshad, Shaista & Rizvi, Syed Aun R., 2019. "Intricacies of competition, stability, and diversification: Evidence from dual banking economies," Economic Modelling, Elsevier, vol. 83(C), pages 111-126.
    60. Suhardi M. Anwar & Junaidi Junaidi & Salju Salju & Ready Wicaksono & Mispiyanti Mispiyanti, 2020. "Islamic bank contribution to Indonesian economic growth," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 13(3), pages 519-532, June.
    61. Hind Lebdaoui & Joerg Wild, 2016. "Islamic banking presence and economic growth in Southeast Asia," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 9(4), pages 551-569, November.
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    More about this item

    Keywords

    Risk sharing; Sustainable economic output; Finance–growth nexus; Murabaha;
    All these keywords.

    JEL classification:

    • B23 - Schools of Economic Thought and Methodology - - History of Economic Thought since 1925 - - - Econometrics; Quantitative and Mathematical Studies
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • F63 - International Economics - - Economic Impacts of Globalization - - - Economic Development
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy

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