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Determinants of Productivity of Conventional and Takaful Non-Life Insurers in Egypt: A Two-Stage Malmquist Productivity Index

Author

Listed:
  • Maher Abdellatif

    (Faculty of Commerce, Assiut University, Assiut 71515, Egypt.)

  • Yuantao Xie

    (School of Insurance and Economics, University of International Business and Economics, Beijing 100029, China.)

  • Rady Hussein

    (Faculty of Commerce, Assiut University, Assiut 71515, Egypt.)

  • Doaa Hasaballa

    (Faculty of Commerce, Assiut University, Assiut 71515, Egypt.)

Abstract

This research aims to analyze total factor productivity and the determinants influencing the productivity of conventional and takaful non-life insurers in Egypt from 2012 to 2021. We used a two-stage Malmquist productivity index to analyze panel data from 17 non-life insurers of both types. The first stage investigated total factor productivity (TFP) utilizing the Malmquist productivity index (MPI) technique of the DEA model. The second stage utilized panel regression analysis to discover the insurer-specific factors influencing productivity. The findings indicate that TFP in the Egyptian non-life insurance sector has progressed by 5% per year from 2012 to 2021. However, the TFP experienced a decrease in 2014 and 2018, with negative growth rates of 3% and 2%, respectively. The decomposition of TFP reveals that technological change (Tch) primarily accounts for overall progress. The change in technical efficiency (EFFch) negatively impacts TFP. Furthermore, on average, takaful insurers showed higher TFP compared to conventional insurers. The findings also showed that the variables of insurer size, reinsurance, insurer age, claims rate, leverage, market share, and operational type significantly influence the growth of total factor productivity for Egyptian non-life insurers. As far as we know, this study is the first empirical evidence for both types of non-life insurers in Egypt regarding estimating TFP and its influencing factors. Consequently, this study will assist policymakers and both conventional and takaful insurers in formulating effective policies aimed at enhancing insurer productivity in Egypt.

Suggested Citation

  • Maher Abdellatif & Yuantao Xie & Rady Hussein & Doaa Hasaballa, 2024. "Determinants of Productivity of Conventional and Takaful Non-Life Insurers in Egypt: A Two-Stage Malmquist Productivity Index," International Journal of Science and Business, IJSAB International, vol. 42(1), pages 121-137.
  • Handle: RePEc:aif:journl:v:42:y:2024:i:1:p:121-137
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    References listed on IDEAS

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    1. Ali Shaddady, 2022. "Business environment, political risk, governance, Shariah compliance and efficiency in insurance companies in the MENA region," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 47(4), pages 861-904, October.
    2. Mohammad Nourani & Qian Long Kweh & Irene Wei Kiong Ting & Wen-Min Lu & Anna Strutt, 2022. "Evaluating traditional, dynamic and network business models: an efficiency-based study of Chinese insurance companies," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 47(4), pages 905-943, October.
    3. J. Cummins & Xiaoying Xie, 2013. "Efficiency, productivity, and scale economies in the U.S. property-liability insurance industry," Journal of Productivity Analysis, Springer, vol. 39(2), pages 141-164, April.
    4. Wanke, Peter & Barros, Carlos Pestana, 2016. "Efficiency drivers in Brazilian insurance: A two-stage DEA meta frontier-data mining approach," Economic Modelling, Elsevier, vol. 53(C), pages 8-22.
    5. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, July.
    6. Hui Shan Lee & Fan Fah Cheng & Wai Mun Har & Annuar Md Nassir & Nazrul Hisyam Ab Razak, 2019. "Efficiency, firm-specific and corporate governance factors of the Takaful insurance," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 12(3), pages 368-387, June.
    7. Fare, Rolf & Shawna Grosskopf & Mary Norris & Zhongyang Zhang, 1994. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries," American Economic Review, American Economic Association, vol. 84(1), pages 66-83, March.
    8. Saowaros Yaisawarng & Preecha Asavadachanukorn & Suthathip Yaisawarng, 2014. "Efficiency and productivity in the Thai non-life insurance industry," Journal of Productivity Analysis, Springer, vol. 41(2), pages 291-306, April.
    9. Hui Shan Lee & Fan Fah Cheng & Wai Mun Har & Annuar Md Nassir & Nazrul Hisyam Ab Razak, 2019. "Efficiency, firm-specific and corporate governance factors of the Takaful insurance," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 12(3), pages 368-387, June.
    10. Huang, Wei & Eling, Martin, 2013. "An efficiency comparison of the non-life insurance industry in the BRIC countries," European Journal of Operational Research, Elsevier, vol. 226(3), pages 577-591.
    11. Cummins, J. David & Weiss, Mary A. & Xie, Xiaoying & Zi, Hongmin, 2010. "Economies of scope in financial services: A DEA efficiency analysis of the US insurance industry," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1525-1539, July.
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