Institute of Islamic Banking and Finance, International Islamic University Malaysia - Malaysia
Optimization of solvency margin in family Takaful and Life Insurance Institutions in Malaysia: Application of Data Envelopment Analysis
Purpose - The purpose of this paper is to present the findings of the study on optimizing solvency margin in family Takaful and life insurance institutions in Malaysia.
Method - The population of this study is family Takaful and life Insurance Institutions in Malaysia during the period 2010 - 2019. The selection of samples in this study uses the purposive sampling method and selected 11 family Takaful and 14 life Insurance Institutions. The data were analyzed using Data Envelopment Analysis.
Result - The results showed that for from 2010 to 2019, the family Takaful operators’ efficiencies are improving, whilst the life insurers have become less efficient even though their efficiency score is higher than the family Takaful operators. In terms of the optimum size (i.e., scale), the results are reversed which means that the family Takaful operators are still not at the optimum size but once they reach there, they could improve their efficiency substantially. However, for both family Takaful operators and life insurers, 2019 seems to dip their efficiency in terms of pure technical and also scale.
Implication - The results of this research open a new way of measuring the efficiency of family takaful and life insurance not only in Malaysia but can be generalized to measure the efficiency level of family takaful and life insurance in general.
Originality - This research is the first study that used the combination of inputs and outputs specifically for the family Takaful and life insurance institutions in Malaysia.Keywords: family takaful; life insurance; efficiency; solvency
- Abduh, M., and S.N.Z. Isma. (2016). Dynamic Financial Model of Life Insurance and Family Takaful Companies in Malaysia. Middle East Journal of Management, 3(1): pp.72-93
- Ali, A. I. & Seiford, L. M. (1993). The Mathematical Programming Approach to Efficiency Analysis. In Fried, H. O. & Schmidt, S. S. (eds.) The Measurement of Productive Efficiency: Techniques and Applications, Oxford U.K.: pp. 120 – 159
- Alokla, J., and A. Daynes. 2017. Risk management in the Takaful industry: An empirical study of the Kuwaiti market. Journal of Islamic Economics, Banking and Finance 113 (6223): 1–21.
- Alrashidi, A. N. (2015). Data Envelopment Analysis for Measuring the Efficiency of Head Trauma Care in England and Wales. Phd Thesis, Salford Business School September 2015, University of Salford Manchester, England.
- Antonio, M. S., Ali, M. M. & Akbar, N. (2013). A Comparative Analysis of the Efficiency of Takaful and Conventional Insurance in Malaysia. The International Journal of Excellence in Islamic Banking and Finance, 3(1):1-1
- Baharin, R. & Isa, Z. (2013). The Efficiency of Life Insurance and Family Takaful in Malaysia: Relative Efficiency using the Stochastic Cost Frontier Analysis. AIP Conference Proceedings 2013 Volume 1522, Issue 1
- Banker, R. D., Charnes, A. and Cooper, W. W. (1984). Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis. Management Science, 30(9): 1078-1092.
- Bank Negara Malaysia. (2016). Financial Stability and Payment Systems Report 2016. Insurance and Takaful Sector, 69-83.
- Barros, C., Barroso, N. and Borges, M. (2005), “Evaluating the Efficiency and Productivity of Insurance Companies with Malmquist Index: A Case Study for Portugal”, The Geneva Papers on Risk and Insurance, Vol. 30 No. 2, pp. 244-267.
- Batchimeg, B. (2017). Financial Performance Measurement with the Use of Financial Ratios: Case of Mongolian Companies. International Journal of Engineering and Management Sciences (IJEMS) Vol. 2. (2017). No. 3. DOI: 10.21791/IJEMS.2017.3.3.
- Berger, A. N., Cummins, J. D. & Weiss, M. A. (1997). The Coexistence of Multiple Distribution Systems for Financial Services: The Case of Property – Liability Insurance. The Journal of Business, 70 (4), pp. 515 – 546.
- Bhatt, T. & Md Husin, M, (2019). An Investigation of the Effect of Customer Beliefs on the Intention to Participate in Family Takaful Schemes. Journal of Islamic Marketing. DOI: https:doi.org/10.1108/JIMA-04-2018-0066
- Charnes, A., Cooper, W. W. & Rhodes, E. L. (1978). Measuring the Efficiency of Decision-Making Units. European Journal of Operational Research, Vol. 2, Issue 6, pp. 429 – 444.
- Cooper, W. W., Seiford, L. M. & Tone, K. (2007). Data Envelopment Analysis A Comprehensive Text with Models, Applications, References and DEA-Solver Software. Springer USA: 2007.
- Cummins, J. D., & Rubio-Misas, M. (2001). Deregulation, Consolidation, and Efficiency: Evidence from the Spanish industry. Working Paper Series, The Wharton School, University of Pennsylvania.
- Cummins, J. D., Tennyson, S. & Weiss, M. A. (1999). Consolidation and Efficiency in the US Life Insurance Industry. Journal of Banking & Finance, 23 (2 – 4), pp. 325 – 357
- Cummins, J. D., Turchetti, G. & Weiss, M. A. (1996). Productivity and Technical Efficiency in the Italian Insurance Industry. Working Paper Series, The Wharton, University of Pennsylvania.
- Cummins, J. D. & Weiss, M. A. (2002). Analysing Firm Performance in the Insurance Industry, using Frontier Efficiency Methods. In G. Dionne (Ed), Handbook of Insurance Economics, pp. 767 - 829. Kluwer, Boston.
- Cummins, J. D., Weiss, M., & Zi, H. (1999). Organizational form and efficiency: The coexistence of stock and mutual property liability insurers. Management Science, 45(9), pp. 1254 - 1269.
- Cummins, J. D., Weiss, M. A., Xie, X. & Zi, H. (2010). Economies of Scope in Financial Services: A DEA Efficiency Analysis of the US Insurance Industry. Journal of Banking & Finance, 34 (7), pp. 1525 – 1539
- Cummins, J. D. & Zi, H. (1998). Comparison of Frontier Efficiency Methods: An Application to the US Life Insurance Industry. Journal of Productivity Analysis, 10 (2), pp 131 - 152
- Daud, W.N.W., Rahim, M.A., Zainol, F.A. & Ismail, A.G. (2018). Leader's Qualities and Organisational Performance: A Case of Malaysian Takaful Operator. International Journal of Business Performance Management, 19(2), pp. 189 – 208.
- Diacon, S. (2001). The Efficiency of UK General Insurance Companies. CRIS Discussion Paper Series, 2001, III.
- Diacon, S. R., Starkey, K., O’Brien, C., 2002. Size and Efficiency in European Long-Term Insurance Companies: An International Comparison. Geneva Papers on Risk and Insurance 27 (3), 444–466.
- Dof, R. (2008). A critical analysis of the solvency II proposals. The Geneva Papers on Risk and Insurance-Issues and Practice. 33 (2).
- Eling, M. & Luhnen, M. (2010). Efficiency in the International Insurance Industry: A Cross-Country Comparison. Journal of Banking & Finance, 2010, vol. 34, issue 7, pp. 1497-1509
- Ernst and Young (2015) Malaysian Takaful Dynamics: Central Compendium 2015. pp. 1 – 91.
- Ezamshah, I. (2016). Takaful is Not Disruptive Enough. IF Hub, 3, pp. 6 – 9.
- Fare, R., Shawna, G., Bjorn, L. & Ross, P. (1989). Productivity Development in Swedish Hospitals: A Malmquist Output Index Approach, In Charnes, A., Cooper, W.W., Lewin, A. & Seiford, L. (Eds), Data Envelopment Analysis: Theory, Methodology and Applications, Kluwer Academic Publisher, Boston, MA.
- Farrell, M. (1957). The Measurement of Productive Efficiency. Journal of The Royal Statistical Society, 120, 253-81.
- Førsund, F. (1991). Efficiency Analysis of Ferry Transport. No 03/1991, Memorandum from Oslo University, Department of Economics
- Fukuyama, H. (1997). Investigating Productive Efficiency and Productivity Change of Japanese Life Insurance Companies. Pacific-Basin Finance Journal 5(4) pp. 481 – 509
- Gustina & Abdullah, N.I. (2012). Analysis of Demand for Family Takaful and Life Insurance: A Comparative Study in Malaysia. Journal of Islamic Economics, Banking & Finance, 8(4)
- Hussels, S. & Ward, D. R. (2006). The Impact of Deregulation on the German and U.K. Life Insurance Markets: An Analysis of Efficiency and Productivity between 1991–2002, Cranfield Research Paper Series (4), working paper.
- Lee, H. S., Cheng, F. F., Nassir, A. M. & Razak, N. H. (2019). Impacts of Risk Based Capital Regulation in Malaysian Islamic Insurers (Takaful). Asian Academy of Management Journal of Accounting & Finance, 15(1), pp. 27 – 60.
- Leong, W. H., Dollery, B. & Coelli, T. (2003). Measuring the Technical Efficiency of Banks in Singapore for the Period 1993-99: An Application and Extension of the Bauer et. al. (1997) Technique. Journal of Southeast Asian Economies (JSEAE) 20(3) DOI: 10.1355/AE20-3A
- Lim, S., Oh, K. W. & Zhu, J. (2014). Use of DEA Cross – Efficiency Evaluation in Portfolio Selection: An Application to Korean Stock Market. European Journal of Operational Research, Vol. 236, Issue 1, 1 July 2014, pp. 361 – 368
- Mahlberg, B. & Url, T. (2010). Single Market Effects on Productivity in the German Insurance Industry. Journal of Banking & Finance 34(7) pp. 1540 – 1548 DOI: 10.1016/j.jbankfin.2009.09.005
- Md Husin, M. (2019). The Dynamics of Malaysian Takaful Market . Journal of Islamic Finance (Special Issue), pp. 131-137.
- Md Saad, N. (2012). An Analysis on the Efficiency of Takaful and Insurance Companies in Malaysia: A Non-Parametric Approach. Review of Integrative Business and Economics Research 1 (1), pp. 33
- Md Saad, N. & Idris, N. E. (2011). Efficiency of Life Insurance Companies in Malaysia and Brunei: A Comparative Analysis. International Journal of Humanities and Social Science Vol. 1 No. 3; March 2011, pp. 111 - 122
- Md Saad, N., Abd. Majid, M. S., Mohd Yusof, R., Duasa, J. & Abdul Rahman, A. R. (2006). Measuring Efficiency of Insurance and Takaful Companies in Malaysia Using Data Envelopment Analysis (DEA). Review of Islamic Economics, Vol. 10, No. 2, 2006, pp 5 – 26.
- Meador, J. W., Ryan, Jr., H. E. & Schellhorn, C. D. (2000). Product Focus Versus Diversification: Estimates of X-Efficiency for the US Life Insurance Industry. Working Paper, Wharton Financial Institutions Center University of Pennsylvania.
- Molyneux, P., Altunbas, Y. & Gardener, E. P. M. (1996). Efficiency in European Banking, John Wiley, Chichester.
- Neal, P. (2004). X‐Efficiency and Productivity Change in Australian Banking. Australian Economic Papers Vol 43 Issue 2 pp. 174 – 191. https://doi.org/10.1111/j.1467-8454.2004.00223.x
- Noordin, K. A. (2017). Cover Story: Disrupting Islamic Finance. The Edge Malaysia. 5 July 2017. https://www.theedgemarkets.com/article/cover-story-disrupting-islamic-finance
- Novickyt˙, L. & Droždz, J. (2018). Measuring the Efficiency in the Lithuanian Banking Sector: The DEA Application. International Journal of Financial Studies, 2018, 6, 37; doi:10.3390/ijfs6020037
- Price Waterhouse Coopers (2008). Takaful: Growth Opportunities in A Dynamic Market. London: United Kingdom.
- Rees, R., & Kessner, E. (2000). Regulation and Efficiency in European Insurance Markets. Economic Policy, 29, Centre for Economic Policy Research, London.
- Sarkis, J. (2002). Productivity Analysis in the Service Sector with Data Envelopment Analysis, 2nd edition (ISBN 0958055009, 9780958055000) - Chapter 4 – Avkiran, N. K.
- Shiu, Y.M. (2004). Determinants of United Kingdom General Insurance Company Performance. British Actuarial Journal, 10 : 1079-1110.
- Sinha, R. P. (2016). Efficiency-Ownership-Solvency Linkage of Indian General Insurance Companies: A Bootstrap DEA Approach. The Journal of Institute of Public Enterprise, 39 pp. 45 – 64.
- Takaful Annual Dinner and Awards. (2018). Sime Darby Convention Centre. 23 March 2018.
- Worthington, A. C. & Hurley, E. V. (2002). Cost Efficiency in Australian General Insurers: A Non-Parametric Approach. British Accounting Review 34(2) pp. 89 – 108
- Yakob, R., Z. Yusop, A. Radam, and N. Ismail. (2012). Solvency determinants of Conventional Life Insurers and Takaful Operators. Asia-Pasific Journal of Risk anda Insurance. https://doi.org/10.1515/2153-3792.1143.
- Yakob, R., Yusop, Z., Radam, A. & Ismail, N. (2014a). Financial Management Efficiency Performance of Insurers and Takaful Operators in Malaysia. Jurnal Pengurusan 40(2014) pp. 25 – 40
- Yakob, R., Yusop, Z., Radam, A. & Ismail, N. (2014b). Two-Stage DEA Method in Identifying the Exogenous Factors of Insurers’ Risk and Investment Management Efficiency. Sains Malaysiana, 43(9):1439-1450.
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.