Analysing the efficiency of Indian non-life insurers : A two-stage fuzzy closed system DEA approach
K. Kapil Rajkapilraj.as@bhc.edu.inDepartment of Mathematics & Actuarial ScienceB. S. Abdur Rahman Crescent Institute of Science & TechnologyChennai, Tamil Nadu, 600048, IndiaView full profile → , *S. SrinivasanCorresponding authordrssrinivasan198@gmail.comDepartment of Mathematics & Actuarial ScienceB. S. Abdur Rahman Crescent Institute of Science & TechnologyChennai, Tamil Nadu, 600048, IndiaView full profile → , C. D. Nandakumarprof.cdnandakumar@gmail.comDepartment of Mathematics & Actuarial ScienceB. S. Abdur Rahman Crescent Institute of Science & TechnologyChennai, Tamil Nadu, 600048, IndiaView full profile →
* Corresponding author · click or hover a name for details
- Received:
- 05 Oct 2021
- Accepted:
- 03 May 2022
- Published Online:
- 27 Apr 2024
- Article type:
- Research Article
- Language:
- EN
- Article no.:
- JIOS-1318
- Pages:
- 631–648
Abstract
Keywords
Subject Classifications
References
[1] A. Ashrafi, M. Mansouri Kaleibar. “Cost, Revenue and Profit efficiency models in Generalised fuzzy Data Envelopment Analysis”, Fuzzy information and Engineering. Vol – 9, Issue – 2, 237, 246, 1616 - 8658 (2017).
[2] A. Charnes, WW. Cooper and E. Rhodes, “Measuring the efficiency of decision - making units”, European Journal of Operational Research, Vol.21, PP – 429 – 444 (1978).
[3] Ali, Ebrahimnejad, “Cost efficiency Measures with Trapezoidal fuzzy numbers in Data Envelopment Analysis Based on Ranking functions: Application in Insurance organisation and Hospital, “International Journal of Fuzzy System Applications (IJFSA), IGI Global, Vol. (2)(3), pages 51 – 68 (July 2012).
[4] Banker, R.D. Charnes, A. & Cooper, W.W., “Some models for estimation of technical and scale inefficiencies in data envelopment analysis”, Management Science, 30(9), 1078 – 1092 (1984).
[5] Cook, W., Liang, L., Zhu, J., “Measuring performance of two stage network structures by DEA: A review and future perspective”, Omega, 38, 423 – 430 (2010).
[6] Eling, M., & Luhnen, M., “Efficiency in the International Insurance Industry: A cross country comparison, Journal of Banking & Finance, 34(7), 1497 – 1509 (2010).
[7] Fukuyama, Hirofumi & Matousek Roman, “Modelling bank performance: A network DEA approach”, European Journal of Operational Research, Elsevier, Vol. 259(2), pages 721 – 732 (2017).
[8] Huang, W., & Eling, M., “An efficiency comparison of the non-life insurance industry in the BRIC countries. European Journal of Operations Research, 226(3), 577 – 591 (2013).
[9] Ilyas, A.M. and Rajasekaran, S., “An empirical investigation of efficiency and productivity in the Indian Non-life Insurance market”, Benchmarking: An International Journal, Vol.26, No.7, PP. 2343 – 2371 (2019).
[10] Joe zhu. “Multifactor performance measure model with an application to fortune 500 companies”, European Journal of Operational Research, 123, 105 – 124 (2000).
[11] Kaffash, Sepideh & Azizzi, Roza & Huang, Ying & Zhu, Joe, “A survey of data envelopment analysis applications in the insurance industry 1993 – 2018, “European Journal of Operational Research, Elsevier, Vol.284(3), Pages 801 – 813 (2020).
[12] Kao, C., & Hwang, S.N, “Efficiency decomposition in two-stage data envelopment analysis: an application to non-life insurance companies in Taiwan”, European Journal of Operational Research, 185(1), 418 – 429 (2008).
[13] Lim, S., & Zhu, J, “A note on Two - Stage Network DEA model: Frontier projection and Duality”, European Journal of Operational Research, 248(1), 342 – 346 (2016).
[14] Li, H., C. Chen, N.D. Cook, J. Zhang and J. Zhu., “Two-stage network DEA: who is the leader?”, Omega, 74: 15 -19 (2018).
[15] M.J. Christinal, Dr. P. Mariappan and D.D, Dave, “Measuring the efficiency of Public services sector Banks in India using Two-stage closed system DEA approach”, TJOR, Vol-9, No. 4, PP – 22 -30 (2021).
[16] Perumal Mariappan., “Introduction to data envelopment analysis (DEA)”, LAP LAMBERT Academic publishing (2016), ISBN: 978-3-330-00587-7.
[17] Ram Pratap Sinha, “Network DEA efficiency of Indian non-life insurance companies”, International Journal on Recent Trends in Business and Tourism (IJRTBT), 3(3), 83 -90 (2019).
[18] Robabeh Ghayeghran Sarab, Alireza Amirteimoori, Alaeddin Malek & Sohrab Kordrostami. Cost efficiency analysis in data envelopment analysis framework: An application to sugar industries, Journal of Information and Optimization Sciences, 42:5, 1137-1161 (2021), DOI: 10.1080/02522667.2021.1885749.
[19] R. Ramanathan. “An Introduction to Data Envelopment Analysis - A tool for performance measurement”, Sage Publications, ISBN: 81-7829-260-2 (2003).
[20] Sabet, Raha & Fadavi, Arefeh. Performance measurement of insurance firms using a two-stage DEA method. Management science letters. 4. 303-308 (2013). 10.5267/j.msl.2012.10.029.
[21] Seiford, L.M and Zhu, J., “Profitability and marketability of top 55 US commercial banks”, Management Science 45(9), 1270 – 1288 (1999).
[22] Sexton, T. R., Lewis, H. F., “Two stage DEA: An application to major League baseball”, Journal of Productivity Analysis, 19, 227 – 249 (2003).
[23] Shahroudi, K. et al. “Application of Two-Stage DEA Technique for Efficiencies Measuring of Private Insurance Companies in Iran.” International Journal of Applied Operational Research - An Open Access Journal 1 : 91-104 (2012).
[24] Somayeh Razipour-Ghaleh Jough, Farhad Hosseinzadeh Lotfi, Mohsen Rostamy-Malkhalifeh & Hamid Sharafi, “Benchmarking bank branches: A dynamic DEA approach”, Journal of Information and Optimization Sciences, 42:6 (2021), 1203-1236, DOI: 10.1080/02522667.2020.1833441.
[25] Suvvari, Anandarao & S. Raja Sethu Durai & Phanindra Goyari, “Efficiency Decomposition in two-stage Data Envelopment Analysis: An application to life Insurance companies in India”, Journal of Quantitative Economics, Springer; The Indian econometric society (TIES), Vol.17(2), Pages 271 – 285, June (2019).
[26] Wanke, P., & Barros, C., “Efficiency Drivers in Brazilian Insurance: A two Stage DEA meta frontier data mining approach”, Economic Modelling, 53, 8 -22 (2016).
[27] Ying Liu & Su Wu., “Regional difference of innovation efficiency of cultural and creative enterprises in China based on DEA approach”, Journal of Discrete Mathematical Sciences and Cryptography, 21:2, 583 – 587 (2018), DOI: 10.1080/09720529.2018.1453662.
[28] Zijiang yang., “A two-stage DEA model to evaluate the overall performance of Canadian life and health insurance companies”, Mathematical and Computer Modelling, 43, 910 – 919 (2006).




