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Analyzing the Profitability and Efficiency in European Non-Life Insurance Industry

Author

Listed:
  • Bilel Jarraya

    (College of Business and Economics, Qassim University
    Sfax University)

  • Hatem Afi

    (College of Business and Economics, Qassim University)

  • Anis Omri

    (College of Business and Economics, Qassim University)

Abstract

This paper proposes a new three-step approach to build an Optimal Production Plan for insurance companies. Two techniques are used compared to the existing studies: Lagrangian function and Directional Output Distance Function. As a first step, we estimated the production frontier parameters under which the insurance industry works. The second step consists of applying the Lagrangian function to specify the Optimal Production Plan for each insurance company. These optimal levels are used, in a third step, to construct efficiency scores for the profit and these production factors. We applied this approach on a 250 European Non-Life Insurance Companies (ENLIC) sample in 2008-2014. Our findings show that ENLIC should change their production plans to attain a higher level of Profit Efficiency. Otherwise, owners of ENLIC will contemplate re-investing in some other profitable industries, which preserve the minimum required ROE. Managerial implications and policy are also discussed.

Suggested Citation

  • Bilel Jarraya & Hatem Afi & Anis Omri, 2023. "Analyzing the Profitability and Efficiency in European Non-Life Insurance Industry," Methodology and Computing in Applied Probability, Springer, vol. 25(2), pages 1-25, June.
    • Handle: RePEc:spr:metcap:v:25:y:2023:i:2:d:10.1007_s11009-023-10043-0
    DOI: 10.1007/s11009-023-10043-0
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    1. Cummins, J. David & Rubio-Misas, Maria, 2006. "Deregulation, Consolidation, and Efficiency: Evidence from the Spanish Insurance Industry," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(2), pages 323-355, March.
    2. Feng, Guohua & Serletis, Apostolos, 2014. "Undesirable outputs and a primal Divisia productivity index based on the directional output distance function," Journal of Econometrics, Elsevier, vol. 183(1), pages 135-146.
    3. Fraccascia, Luca & Albino, Vito & Garavelli, Claudio A., 2017. "Technical efficiency measures of industrial symbiosis networks using enterprise input-output analysis," International Journal of Production Economics, Elsevier, vol. 183(PA), pages 273-286.
    4. Eling, Martin & Jia, Ruo, 2018. "Business failure, efficiency, and volatility: Evidence from the European insurance industry," International Review of Financial Analysis, Elsevier, vol. 59(C), pages 58-76.
    5. 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.
    6. Riccardi, R. & Oggioni, G. & Toninelli, R., 2012. "Efficiency analysis of world cement industry in presence of undesirable output: Application of data envelopment analysis and directional distance function," Energy Policy, Elsevier, vol. 44(C), pages 140-152.
    7. Sangita Dutta Gupta & Ajitava Raychaudhuri & Sushil Kumar Haldar, 2018. "Information technology and profitability: evidence from Indian banking sector," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 13(5), pages 1070-1087, November.
    8. Segundo Camino-Mogro & Natalia Bermúdez-Barrezueta, 2019. "Determinants of profitability of life and non-life insurance companies: evidence from Ecuador," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 14(5), pages 831-872, August.
    9. Cherchye, Laurens & De Rock, Bram & Walheer, Barnabé, 2016. "Multi-output profit efficiency and directional distance functions," Omega, Elsevier, vol. 61(C), pages 100-109.
    10. William Greene & Dan Segal, 2004. "Profitability and Efficiency in the U.S. Life Insurance Industry," Journal of Productivity Analysis, Springer, vol. 21(3), pages 229-247, May.
    11. Aghayi, Nazila & Maleki, Bentolhoda, 2016. "Efficiency measurement of DMUs with undesirable outputs under uncertainty based on the directional distance function: Application on bank industry," Energy, Elsevier, vol. 112(C), pages 376-387.
    12. Berger, Allen N. & Demsetz, Rebecca S. & Strahan, Philip E., 1999. "The consolidation of the financial services industry: Causes, consequences, and implications for the future," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 135-194, February.
    13. Jesus Felipe & F. Gerard Adams, 2005. ""A Theory of Production" The Estimation of the Cobb-Douglas Function: A Retrospective View," Eastern Economic Journal, Eastern Economic Association, vol. 31(3), pages 427-445, Summer.
    14. Samargandi, Nahla & Fidrmuc, Jan & Ghosh, Sugata, 2015. "Is the Relationship Between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle-Income Countries," World Development, Elsevier, vol. 68(C), pages 66-81.
    15. Philip Hardwick & Mike Adams & Hong Zou, 2011. "Board Characteristics and Profit Efficiency in the United Kingdom Life Insurance Industry," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 38(7-8), pages 987-1015, September.
    16. Berger, Allen N & Cummins, J David & Weiss, Mary A, 1997. "The Coexistence of Multiple Distribution Systems for Financial Services: The Case of Property-Liability Insurance," The Journal of Business, University of Chicago Press, vol. 70(4), pages 515-546, October.
    17. Berger, Allen N. & Cummins, J. David & Weiss, Mary A. & Zi, Hongmin, 2000. "Conglomeration versus Strategic Focus: Evidence from the Insurance Industry," Journal of Financial Intermediation, Elsevier, vol. 9(4), pages 323-362, October.
    18. R. G. Chambers & Y. Chung & R. Färe, 1998. "Profit, Directional Distance Functions, and Nerlovian Efficiency," Journal of Optimization Theory and Applications, Springer, vol. 98(2), pages 351-364, August.
    19. Biener, Christian & Eling, Martin & Wirfs, Jan Hendrik, 2016. "The determinants of efficiency and productivity in the Swiss insurance industry," European Journal of Operational Research, Elsevier, vol. 248(2), pages 703-714.
    20. Hong, Bingyuan & Li, Xiaoping & Song, Shangfei & Chen, Shilin & Zhao, Changlong & Gong, Jing, 2020. "Optimal planning and modular infrastructure dynamic allocation for shale gas production," Applied Energy, Elsevier, vol. 261(C).
    21. Cummins, J. David & Xie, Xiaoying, 2008. "Mergers and acquisitions in the US property-liability insurance industry: Productivity and efficiency effects," Journal of Banking & Finance, Elsevier, vol. 32(1), pages 30-55, January.
    22. Eling, Martin & Luhnen, Michael, 2010. "Efficiency in the international insurance industry: A cross-country comparison," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1497-1509, July.
    23. Swagatika Nanda & Ajaya Kumar Panda, 2018. "The determinants of corporate profitability: an investigation of Indian manufacturing firms," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 13(1), pages 66-86, January.
    24. Fare, Rolf & Grosskopf, Shawna & Noh, Dong-Woon & Weber, William, 2005. "Characteristics of a polluting technology: theory and practice," Journal of Econometrics, Elsevier, vol. 126(2), pages 469-492, June.
    25. Pradhan, Rudra P. & Arvin, B. Mak & Norman, Neville R. & Nair, Mahendhiran & Hall, John H., 2016. "Insurance penetration and economic growth nexus: Cross-country evidence from ASEAN," Research in International Business and Finance, Elsevier, vol. 36(C), pages 447-458.
    26. Mahdiloo, Mahdi & Ngwenyama, Ojelanki & Scheepers, Rens & Tamaddoni, Ali, 2018. "Managing emissions allowances of electricity producers to maximize CO2 abatement: DEA models for analyzing emissions and allocating emissions allowances," International Journal of Production Economics, Elsevier, vol. 205(C), pages 244-255.
    27. Schaper, Philipp, 2017. "Under pressure: how the business environment affects productivity and efficiency of European life insurance companiesAuthor-Name: Eling, Martin," European Journal of Operational Research, Elsevier, vol. 258(3), pages 1082-1094.
    28. Sahoo, Biresh K. & Mehdiloozad, Mahmood & Tone, Kaoru, 2014. "Cost, revenue and profit efficiency measurement in DEA: A directional distance function approach," European Journal of Operational Research, Elsevier, vol. 237(3), pages 921-931.
    29. Färe, Rolf & Grosskopf, Shawna & Karagiannis, Giannis, 2018. "On technical inefficiency indicators at the industry level," International Journal of Production Economics, Elsevier, vol. 196(C), pages 333-334.
    30. Fenn, Paul & Vencappa, Dev & Diacon, Stephen & Klumpes, Paul & O'Brien, Chris, 2008. "Market structure and the efficiency of European insurance companies: A stochastic frontier analysis," Journal of Banking & Finance, Elsevier, vol. 32(1), pages 86-100, January.
    31. Karlaftis, Matthew G., 2003. "Investigating transit production and performance: a programming approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(3), pages 225-240, March.
    32. Tarancón, Miguel-Ángel & Gutiérrez-Pedrero, María-Jesús & Callejas, Fernando E. & Martínez-Rodríguez, Isabel, 2018. "Verifying the relation between labor productivity and productive efficiency by means of the properties of the input-output matrices. The European case," International Journal of Production Economics, Elsevier, vol. 195(C), pages 54-65.
    33. Charnes, A. & Cooper, W. W. & Golany, B. & Seiford, L. & Stutz, J., 1985. "Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 91-107.
    34. Andreu, Laura & Serrano, Miguel & Vicente, Luis, 2019. "Efficiency of mutual fund managers: A slacks-based manager efficiency index," European Journal of Operational Research, Elsevier, vol. 273(3), pages 1180-1193.
    35. du Toit, Elda & Cuba, Yolanda Z., 2018. "Cost and profit efficiency of listed South African banks pre and post the financial crisis," Research in International Business and Finance, Elsevier, vol. 45(C), pages 435-445.
    36. Abdul Latif Alhassan & George Kojo Addisson & Michael E. Asamoah, 2015. "Market structure, efficiency and profitability of insurance companies in Ghana," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 10(4), pages 648-669, September.
    37. Rolf Färe & Shawna Grosskopf, 2000. "Theory and Application of Directional Distance Functions," Journal of Productivity Analysis, Springer, vol. 13(2), pages 93-103, March.
    38. Karbhari, Yusuf & Muye, Ibrahim & Hassan, Ahmad Fahmi S. & Elnahass, Marwa, 2018. "Governance mechanisms and efficiency: Evidence from an alternative insurance (Takaful) market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 56(C), pages 71-92.
    39. Mihail Petkovski & Kjosevski Jordan, 2014. "An Analysis Of Non-Life Insurance Determinants For Selected Countries In Central And South Eastern Europe: A Co-Integration Approach," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 160-178, October.
    40. Damian Ward, 2002. "The costs of distribution in the UK life insurance market," Applied Economics, Taylor & Francis Journals, vol. 34(15), pages 1959-1968.
    41. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    42. Labini, Paolo Sylos, 1995. "Why the interpretation of the Cobb-Douglas production function must be radically changed," Structural Change and Economic Dynamics, Elsevier, vol. 6(4), pages 485-504, December.
    43. Scheel, Holger, 2001. "Undesirable outputs in efficiency valuations," European Journal of Operational Research, Elsevier, vol. 132(2), pages 400-410, July.
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