Abstract
Widespread political and economic changes over the past several decades have influenced MENA insurance firms’ business environment fundamentally. This study investigates the influence of business environment, political risk, governance and Shariah compliance on efficiency in the insurance market from 2007 to 2017 using unbalanced panel data from 125 listed insurance firms across MENA countries. The study emphasises that a less favourable business environment exerts pressure on insurance firms and also identified an improvement in efficiency over the sample period, which may be attributed to the role played by challenging business conditions in increasing efficiency. Further, the results showed that variability in general economic conditions and influence of governance indicators explain efficiency, while solvency has a multifaceted effect on efficiency. Finally, the study found that Islamic insurance’s relative failure to enhance efficiency may be attributable to its failure to establish a distinct identity or draw a clear line between its mode of operation and that of conventional insurance, as well as the issue of customer confidence. Overall, the study emphasises the importance of controlling business environmental conditions in cross-country efficiency studies.
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The datasets used and/or analysed during the study can be provided upon reasonable request.
Notes
Middle East and North Africa.
Between exporting oil-rich countries such as the UAE, Saudi Arabia, Kuwait, etc. and low-income countries such as Egypt, Jordan, Morocco, etc.
Such as Gibraltar, Suez, Bab-el-Mandeb and Hormuz.
Southeast East Asian.
Also see Eling and Schaper (2017) for developed countries.
Brazil, Russia, India and China.
As an illustration, Vaaler et al. (2005), Henisz and Zelner (2010) and Julio and Yook (2012) adopted electoral uncertainty as a measure of political risk, while Li and Resnick (2003) used social unrest. Wei (2000), Habib and Zurawicki (2002) and Uhlenbruck et al. (2006) relied on corruption, and Loree and Guisinger (1995), Sethi et al. (2003) and Brogaard et al. (2014) applied political stability. In this work, the political risk measure is consistent with the case of the MENA region, following Globerman and Shapiro (2003) and Darendeli and Hill (2016).
According to the Middle East Institute, see Backfire in the Arab Spring.
See Chapter 2 in The Future of the Arab Spring: Civic Entrepreneurship in Political, Art, and Technology Startups.
They applied it to ethnic groups and politically discriminated populations, while this study applied it to the conflict risk level.
Corporate governance involves many variables, but this study includes only four: board size, ownership, gender diversity and location, which follows Basu et al. (2007). Further, there is a lack of data for other corporate governance dimensions in MENA.
These aspects have not been examined yet in the context of insurance firms in the MENA region. Thus, the banking literature may help us understand their influence on insurance companies’ efficiency (e.g. for Shariah compliance, see Hosen and Muhari 2013; for political risk, see Ghosh 2016 and Bitar et al. 2017; and for oil price, see Hesse and Poghosyan 2016 and Al-Khazali and Mirzaei 2017).
Q10, Q25, Q50, Q75 and Q90.
These explanatory variables are described in Table 1.
The quantiles, \(\tau\), are the tenth, twenty-fifth, fiftieth, seventy-fifth, and ninetieth.
See Satloff (1995).
The standard deviation of oil price is used in the empirical model.
The details are not presented in this paper to save space, but are available from the author upon request.
Depends on the median.
Only approximately 5 per cent of GDP.
The average age of board directors is approximately 60 years, with approximately 100 years as the maximum (see Table 2).
This phenomenon requires further study.
References
Abraheem, N., M. Yahya, J. Muhammad, and N. Ab Razak. 2020. Liquidity creation and competition in the banking industry pre and post Arab Spring in Mena region. Academy of Accounting and Financial Studies Journal 24 (1): 1–20.
Aizenman, J. 1994. Monetary and real shocks, productive capacity and exchange rate regimes. Economica 61: 407–434.
Akguc, S., and N. Al Rahahleh. 2018. Effect of shariah compliance on operating performance: Evidence from GCC countries. Emerging Markets Finance and Trade 54 (12): 2874–2896.
Akhigbe, A., and J. Madura. 2001. Intra-industry signals resulting from insurance company mergers. Journal of Risk and Insurance 68: 489–505.
Alam, S., and Q.M. Ahmed. 2012. Exchange rate volatility and aggregate exports demand through ARDL framework: An experience from Pakistan economy. Review of Applied Economics 8: 79–94.
Al-Amri, K., S. Gattoufi, and S. Al-Muharrami. 2012. Analyzing the technical efficiency of insurance companies in GCC. The Journal of Risk Finance 13 (4): 362–380.
Alcock, J., and E. Steiner. 2017. Unexpected inflation, capital structure, and real risk-adjusted firm performance. Abacus 53 (2): 273–298.
Alhassan, A.L., and N. Biekpe. 2015. Efficiency, productivity and returns to scale economies in the non-life insurance market in South Africa. The Geneva Papers on Risk and Insurance—Issues and Practice 40 (3): 493–515.
Alhassan, A.L., and N. Biekpe. 2016. Competition and efficiency in the non-life insurance market in South Africa. Journal of Economic Studies 43: 882.
Alhassan, A.L., and M.-A.A. Boakye. 2020. Board characteristics and life insurance efficiency in South Africa. Pacific Accounting Review. https://doi.org/10.1108/par-06-2019-0066.
Ali, M., Y.L. Ng, and C.T. Kulik. 2014. Board age and gender diversity: A test of competing linear and curvilinear predictions. Journal of Business Ethics 125 (3): 497–512.
Al-Khazali, O.M., and A. Mirzaei. 2017. The impact of oil price movements on bank non-performing loans: Global evidence from oil-exporting countries. Emerging Markets Review 31: 193–208.
Al-Shboul, M., A. Maghyereh, A. Hassan, and P. Molyneux. 2020. Political risk and bank stability in the Middle East and North Africa region. Pacific-Basin Finance Journal 60: 101291.
Anderson, R.C., and D.M. Reeb. 2003. Founding-family ownership and firm performance: Evidence from the S&P 500. The Journal of Finance 58 (3): 1301–1328.
Ansah-Adu, K., C. Andoh, and J. Abor. 2012. Evaluating the cost efficiency of insurance companies in Ghana. The Journal of Risk Finance 13: 61–76.
Arellano, M., and O. Bover. 1995. Another look at the instrumental variable estimation of error-components models. Journal of Econometrics 68 (1): 29–51.
Avkiran, N.K. 2011. Association of DEA super-efficiency estimates with financial ratios: Investigating the case for Chinese banks. Omega 39 (3): 323–334.
Avkiran, N.K., and T. Rowlands. 2008. How to better identify the true managerial performance: State of the art using DEA. Omega 36 (2): 317–324.
Barrios, S., P. Iversen, M. Lewandowska, and R. Setzer. 2009. Determinants of intra-euro area government bond spreads during the financial crisis.
Basu, S., L.-S. Hwang, T. Mitsudome, and J. Weintrop. 2007. Corporate governance, top executive compensation and firm performance in Japan. Pacific-Basin Finance Journal 15 (1): 56–79.
Belkhir, M., N. Boubakri, and J. Grira. 2017. Political risk and the cost of capital in the MENA region. Emerging Markets Review 33: 155–172.
Belkhir, M., J. Grira, M.K. Hassan, and I. Soumaré. 2018. Islamic banks and political risk: International evidence. The Quarterly Review of Economics and Finance. https://doi.org/10.1016/j.qref.2018.04.006.
Bernardi, R.A., D.F. Bean, and K.M. Weippert. 2002. Signaling gender diversity through annual report pictures: A research note on image management. Accounting, Auditing & Accountability Journal 15 (4): 609–616.
Biener, C., M. Eling, and J.H. Wirfs. 2016. The determinants of efficiency and productivity in the Swiss insurance industry. European Journal of Operational Research 248 (2): 703–714.
Bikker, J.A., and H. Hu. 2002. Cyclical patterns in profits, provisioning and lending of banks and procyclicality of the new Basel capital requirements. PSL Quarterly Review 55 (221): 143–175.
Bitar, M., M.K. Hassan, and T. Walker. 2017. Political systems and the financial soundness of Islamic banks. Journal of Financial Stability 31: 18–44.
Block, S.A. 2002. Political business cycles, democratization, and economic reform: The case of Africa. Journal of Development Economics 67 (1): 205–228.
Brennan, N.M., and J. McCafferty. 1997. Corporate governance practices in Irish companies. IBAR: Irish Business and Administrative Research 18: 116–135.
Briys, E., and F. De Varenne. 1997. On the risk of insurance liabilities: Debunking some common pitfalls. Journal of Risk and Insurance 64: 673–694.
Brogaard, J., L. Dai, P. Ngo, and B. Zhang. 2014. The world price of political uncertainty. Available at SSRN.
Browne, M.J., and R.E. Hoyt. 1995. Economic and market predictors of insolvencies in the property-liability insurance industry. Journal of Risk and Insurance 62: 309–327.
Bushman, R.M., and C.D. Williams. 2012. Accounting discretion, loan loss provisioning, and discipline of banks’ risk-taking. Journal of Accounting and Economics 54 (1): 1–18.
Cameron, A.C., and P.K. Trivedi. 2009. Microeconometrics using stata. Indicator 2: 47.
Chakravarty, A., R. Grewal, S. Sarker, and V. Sambamurthy. 2014. Choice of geographical location as governance strategy in outsourcing contracts: Localized outsourcing, global outsourcing, and onshore outsourcing. Customer Needs and Solutions 1 (1): 11–22.
Chu, W. 2011. Family ownership and firm performance: Influence of family management, family control, and firm size. Asia Pacific Journal of Management 28 (4): 833–851.
Clark, P.K. 1982. Inflation and the productivity decline. The American Economic Review 72 (2): 149–154.
Cubillas, E., and F. González. 2014. Financial liberalization and bank risk-taking: International evidence. Journal of Financial Stability 11: 32–48.
Cummins, J.D., and M. Rubio-Misas. 2006. Deregulation, consolidation, and efficiency: Evidence from the Spanish insurance industry. Journal of Money, Credit and Banking 38: 323–355.
Cummins, J.D., and S. Tennyson. 1992. Controlling automobile insurance costs. Journal of Economic Perspectives 6 (2): 95–115.
Darendeli, I.S., and T. Hill. 2016. Uncovering the complex relationships between political risk and MNE firm legitimacy: Insights from Libya. Journal of International Business Studies 47 (1): 68–92.
Demirgüç-Kunt, A., and H. Huizinga. 1999. Determinants of commercial bank interest margins and profitability: Some international evidence. The World Bank Economic Review 13 (2): 379–408.
Diallo, B., and A. Al-Mansour. 2017. Shadow banking, insurance and financial sector stability. Research in International Business and Finance 42: 224–232.
Dietsch, M., and A. Lozano-Vivas. 2000. How the environment determines banking efficiency: A comparison between French and Spanish industries. Journal of Banking & Finance 24 (6): 985–1004.
Edmark, K. 2005. Unemployment and crime: Is there a connection? Scandinavian Journal of Economics 107 (2): 353–373.
Eling, M., and R. Jia. 2018. Business failure, efficiency, and volatility: Evidence from the European insurance industry. International Review of Financial Analysis 59: 58–76.
Eling, M., and M. Kochanski. 2013. Research on lapse in life insurance: What has been done and what needs to be done? The Journal of Risk Finance 14 (4): 392–413.
Eling, M., and M. Luhnen. 2010. Efficiency in the international insurance industry: A cross-country comparison. Journal of Banking & Finance 34 (7): 1497–1509.
Eling, M., and P. Schaper. 2017. Under pressure: How the business environment affects productivity and efficiency of European life insurance companies. European Journal of Operational Research 258 (3): 1082–1094.
Emrouznejad, A., G.R. Amin, E. Thanassoulis, and A.L. Anouze. 2010a. On the boundedness of the SORM DEA models with negative data. European Journal of Operational Research 206 (1): 265–268.
Emrouznejad, A., A.L. Anouze, and E. Thanassoulis. 2010b. A semi-oriented radial measure for measuring the efficiency of decision making units with negative data, using DEA. European Journal of Operational Research 200 (1): 297–304.
Fan, J.P., and W.S. Leung. 2018. The impact of ownership transferability on family firm governance and performance: The case of family trusts. Journal of Corporate Finance 61: 10149.
Farooq, O., and I. Zarouali. 2016. Financial centers and ownership concentration: When is ownership concentration value relevant? Evidence from an emerging market. Research in International Business and Finance 38: 236–245.
Feyen, E., R. Lester, and R. Rocha. 2011. What drives the development of the insurance sector? An empirical analysis based on a panel of developed and developing countries. Washington DC: The World Bank.
Fields, L.P., M. Gupta, and P. Prakash. 2012. Risk taking and performance of public insurers: An international comparison. Journal of Risk and Insurance 79 (4): 931–962.
Fishelson, G. 2019. Economic cooperation in the Middle East. London: Routledge.
Frank, R. 2005. Economic reforms in North Korea (1998–2004): Systemic restrictions, quantitative analysis, ideological background. Journal of the Asia Pacific Economy 10 (3): 278–311.
Franke, G. 1991. Exchange rate volatility and international trading strategy. Journal of International Money and Finance 10 (2): 292–307.
Fried, H.O., S.S. Schmidt, and S. Yaisawarng. 1999. Incorporating the operating environment into a nonparametric measure of technical efficiency. Journal of Productivity Analysis 12 (3): 249–267.
Fukuyama, H. 1997. Investigating productive efficiency and productivity changes of Japanese life insurance companies. Pacific-Basin Finance Journal 5 (4): 481–509.
Funke, M., and R. Ruhwedel. 2001. Product variety and economic growth: Empirical evidence for the OECD countries. IMF Staff Papers 48 (2): 225–242.
Gannot, N., R. Chinitz, and D. Rosenbaum. 2018. What should health insurance cover? A comparison of Israeli and US approaches to benefit design under national health reform. Health Economics, Policy and Law 13 (2): 189–208. https://doi.org/10.1017/S1744133117000287.
Gardner, L.A., and M.F. Grace. 1993. X-efficiency in the US life insurance industry. Journal of Banking & Finance 17 (2–3): 497–510.
Garrido-Prada, P., M.J. Delgado-Rodriguez, and D. Romero-Jordán. 2019. Effect of product and geographic diversification on company performance: Evidence during an economic crisis. European Management Journal 37 (3): 269–286.
Ghosh, S. 2016. Political transition and bank performance: How important was the Arab Spring? Journal of Comparative Economics 44 (2): 372–382.
Gilpatrick, K. 2000. Invite youthful insight. Credit Union Management 23 (9): 28–28.
Globerman, S., and D. Shapiro. 2003. Governance infrastructure and US foreign direct investment. Journal of International Business Studies 34 (1): 19–39.
Grosen, A., and P.L. Jørgensen. 2000. Fair valuation of life insurance liabilities: The impact of interest rate guarantees, surrender options, and bonus policies. Insurance: Mathematics and Economics 26 (1): 37–57.
Guest, P.M. 2009. The impact of board size on firm performance: Evidence from the UK. The European Journal of Finance 15 (4): 385–404.
Guo, F., H.-G. Fung, and Y.S. Huang. 2009. The dynamic impact of macro shocks on insurance premiums. Journal of Financial Services Research 35 (3): 225–244.
Habib, M., and L. Zurawicki. 2002. Corruption and foreign direct investment. Journal of International Business Studies 33 (2): 291–307.
Hakim, S., and S. Neaime. 2005. Profitability and risk management in banking: A comparative analysis of Egypt and Lebanon. In Money and finance in the Middle East: Missed opportunities or future prospects?, ed. N. Dhillon and T. Yousef, 117–131. Bingley: Emerald Group Publishing Limited.
Haque, F., and K. Brown. 2017. Bank ownership, regulation and efficiency: Perspectives from the Middle East and North Africa (MENA) Region. International Review of Economics & Finance 47: 273–293.
He, J., and L.K. Ng. 1998. The foreign exchange exposure of Japanese multinational corporations. The Journal of Finance 53 (2): 733–753.
Henisz, W.J., and B.A. Zelner. 2010. The hidden risks in emerging markets. Harvard Business Review 88 (4): 88–95.
Hesse, H., and T. Poghosyan. 2016. Oil prices and bank profitability: Evidence from major oil-exporting countries in the Middle East and North Africa. In Financial deepening and post-crisis development in emerging markets, ed. A.V. Gevorkyan and O. Canuto, 247–270. New York: Springer.
Hosen, M.N., and S. Muhari. 2013. Efficiency of the sharia rural bank in Indonesia lead to modified camel. International Journal of Academic Research in Economics and Management Sciences 2 (5): 34.
Houle, C. 1990. Who should be on your board. Nonprofit World 8 (1): 33–35.
Huang, W., and M. Eling. 2013. An efficiency comparison of the non-life insurance industry in the BRIC countries. European Journal of Operational Research 226 (3): 577–591.
Ismail, M. 2013. Determinants of financial performance: The case of general takaful and insurance companies in Malaysia. International Review of Business Research Papers 9 (6): 111–130.
Julio, B., and Y. Yook. 2012. Political uncertainty and corporate investment cycles. The Journal of Finance 67 (1): 45–83.
Kader, H.A., M. Adams, and P. Hardwick. 2010. The cost efficiency of takaful insurance companies. The Geneva Papers on Risk and Insurance—Issues and Practice 35 (1): 161–181.
Kalsie, A., and S.M. Shrivastav. 2016. Analysis of board size and firm performance: Evidence from NSE companies using panel data approach. Indian Journal of Corporate Governance 9 (2): 148–172.
Kang, H., M. Cheng, and S.J. Gray. 2007. Corporate governance and board composition: Diversity and independence of Australian boards. Corporate Governance: An International Review 15 (2): 194–207.
Kao, C., and S.-N. Hwang. 2014. Multi-period efficiency and Malmquist productivity index in two-stage production systems. European Journal of Operational Research 232 (3): 512–521.
Karbhari, Y., I. Muye, A.F.S. Hassan, and M. Elnahass. 2018. Governance mechanisms and efficiency: Evidence from an alternative insurance (Takaful) market. Journal of International Financial Markets, Institutions and Money 56: 71–92.
Karelaia, N., and L. Guillén. 2014. Me, a woman and a leader: Positive social identity and identity conflict. Organizational Behavior and Human Decision Processes 125 (2): 204–219.
Kasman, A., and C. Yildirim. 2006. Cost and profit efficiencies in transition banking: The case of new EU members. Applied Economics 38 (9): 1079–1090.
Khatkhatay, M.H., and S. Nisar. 2007. Shariah compliant equity investments: An assessment of current screening norms. Islamic Economic Studies 15 (1): 48–76.
Klomp, J., and J. De Haan. 2012. Banking risk and regulation: Does one size fit all? Journal of Banking & Finance 36 (12): 3197–3212.
Koutsomanoli-Filippaki, A.I., and E.C. Mamatzakis. 2011. Efficiency under quantile regression: What is the relationship with risk in the EU banking industry? Review of Financial Economics 20 (2): 84–95.
Kuo, W., C. Tsai, and W.K. Chen. 2003. An empirical study on the lapse rate: The cointegration approach. Journal of Risk and Insurance 70 (3): 489–508.
Laeven, L., and R. Levine. 2009. Bank governance, regulation and risk taking. Journal of Financial Economics 93 (2): 259–275.
Lane, P.R. 2012. The European sovereign debt crisis. Journal of Economic Perspectives 26 (3): 49–68.
Lazar, S. 2016. Does size influence firm performance? Evidence from Romanian listed companies. Annals of Faculty of Economics 1 (1): 682–689.
Lee, C.-C., and C.-W. Lin. 2016. Globalization, political institutions, financial liberalization, and performance of the insurance industry. The North American Journal of Economics and Finance 36: 244–266.
Lee, S.-C., C.-T. Lin, and M.-S. Tsai. 2015. The pricing of deposit insurance in the presence of systematic risk. Journal of Banking & Finance 51: 1–11.
Lester, R. 2011. The insurance sector in the Middle East and North Africa: Challenges and development agenda. Washington DC: The World Bank.
Li, Q., and A. Resnick. 2003. Reversal of fortunes: Democratic institutions and foreign direct investment inflows to developing countries. International Organization 57 (1): 175–211.
Lim, Q.-M., H.-S. Lee, and W.-M. Har. 2020. Efficiency, productivity and competitiveness of the Malaysian insurance sector: An analysis of risk-based capital regulation. The Geneva Papers on Risk and Insurance: Issues and Practice 46: 1–27.
Liu, J., and K. Tone. 2008. A multistage method to measure efficiency and its application to Japanese banking industry. Socio-Economic Planning Sciences 42 (2): 75–91.
Loree, D.W., and S.E. Guisinger. 1995. Policy and non-policy determinants of US equity foreign direct investment. Journal of International Business Studies 26 (2): 281–299.
Lozano-Vivas, A., J.T. Pastor, and J.M. Pastor. 2002. An efficiency comparison of European banking systems operating under different environmental conditions. Journal of Productivity Analysis 18 (1): 59–77.
Macfarlane, B. 2006. Shariah compliant insurance products–Takaful in the UK. Islamic Finance News 9: 18–19.
Mahboub, A., and D.M.S. Abdou. 2012. Can market contestability relieve economic stress in Arab Spring countries. Journal of International Business and Finance 4: 83–91.
Maudos, J.N., J.M. Pastor, F. Perez, and J. Quesada. 2002. Cost and profit efficiency in European banks. Journal of International Financial Markets, Institutions and Money 12 (1): 33–58.
McShane, M.K., L.A. Cox, and R.J. Butler. 2010. Regulatory competition and forbearance: Evidence from the life insurance industry. Journal of Banking & Finance 34 (3): 522–532.
Mirzaei, A., and T. Moore. 2016. Banking performance and industry growth in an oil-rich economy: Evidence from Qatar. The Quarterly Review of Economics and Finance 60: 58–69.
Muhammad, S., S. Sarwar, C. Wei, and M.N. Malik. 2017. Dynamics of electricity consumption, oil price and economic growth: Global perspective. Energy Policy 108: 256.
Murro, P., and V. Peruzzi. 2019. Family firms and access to credit. Is family ownership beneficial? Journal of Banking & Finance 101: 173–187.
Neumann, S. 1969. Inflation and saving through life insurance. Journal of Risk and Insurance 36: 567–582.
North, D.C. 1986. The new institutional economics. Journal of Institutional and Theoretical Economics (JITE)/Zeitschrift für die gesamte Staatswissenschaft 142 (1): 230–237.
Pasiouras, F., and C. Gaganis. 2013. Regulations and soundness of insurance firms: International evidence. Journal of Business Research 66 (5): 632–642.
Peloza, J. 2006. Using corporate social responsibility as insurance for financial performance. California Management Review 48 (2): 52–72.
Perry, P. 1992. Do banks gain or lose from inflation? Journal of Retail Banking 14 (2): 25–31.
Pillai, R., and H.-A.N. Al-Malkawi. 2018. On the relationship between corporate governance and firm performance: Evidence from GCC countries. Research in International Business and Finance 44: 394–410.
Pope, N., and Y.L. Ma. 2008. The market structure–performance relationship in the international insurance sector. Journal of Risk and Insurance 75 (4): 947–966.
Saberi, M., and A. Hamdan. 2019. The moderating role of governmental support in the relationship between entrepreneurship and economic growth. Journal of Entrepreneurship in Emerging Economies. https://doi.org/10.1108/JEEE-10-2017-0072.
Samuelson, P.A. 1945. The effect of interest rate increases on the banking system. The American Economic Review 35 (1): 16–27.
Schanz, A. 2018. MENA Insurance Pulse 2018. file:///C:/Users/HP/Downloads/MENA_Insurance_Pulse_2018_web%20(1).pdf
Sethi, D., S.E. Guisinger, S.E. Phelan, and D.M. Berg. 2003. Trends in foreign direct investment flows: A theoretical and empirical analysis. Journal of International Business Studies 34 (4): 315–326.
Shaddady, A., and F. Alnori. 2020. Do ownership structure, political connections and executive compensation have multifaceted effects on firm performance? An alternative approach. International Journal of Economics and Finance 12 (10): 1–22.
Shaddady, A., and T. Moore. 2018. Investigation of the effects of financial regulation and supervision on bank stability: The application of CAMELS-DEA to quantile regressions. Journal of International Financial Markets, Institutions and Money. https://doi.org/10.1016/j.intfin.2018.09.006.
Shaddady, A., and T. Moore. 2019. Investigation of the effects of financial regulation and supervision on bank stability: The application of CAMELS-DEA to quantile regressions. Journal of International Financial Markets, Institutions and Money 58: 96–116.
Sherif, M., and S. Hussnain. 2017. Family Takaful in developing countries: The case of Middle East and North Africa (MENA). International Journal of Islamic and Middle Eastern Finance and Management 10: 371–399.
Shujie, Y., H. Zhongwei, and F. Genfu. 2007. On technical efficiency of China’s insurance industry after WTO accession. China Economic Review 18 (1): 66–86.
Thanassoulis, E. 2001. Introduction to the theory and application of data envelopment analysis. New York: Springer.
Thoraneenitiyan, N., and N.K. Avkiran. 2009. Measuring the impact of restructuring and country-specific factors on the efficiency of post-crisis East Asian banking systems: Integrating DEA with SFA. Socio-Economic Planning Sciences 43 (4): 240–252.
Topak, M.S. 2011. The effect of board size on firm performance: Evidence from Turkey. Middle Eastern Finance and Economics 14 (1): 1450–2889.
Uhlenbruck, K., P. Rodriguez, J. Doh, and L. Eden. 2006. The impact of corruption on entry strategy: Evidence from telecommunication projects in emerging economies. Organization Science 17 (3): 402–414.
Vaaler, P.M., B.N. Schrage, and S.A. Block. 2005. Counting the investor vote: Political business cycle effects on sovereign bond spreads in developing countries. Journal of International Business Studies 36 (1): 62–88.
Vela, S.A. 2000. Canadian life and health insurance productivity evaluation using data envelopment analysis. Ottawa: National Library of Canada/Bibliothèque nationale du Canada.
Vencappa, D., P. Fenn, and S. Diacon. 2013. Productivity growth in the European insurance industry: Evidence from life and non-life companies. International Journal of the Economics of Business 20 (2): 281–305.
Viaene, J.-M., and C.G. De Vries. 1992. International trade and exchange rate volatility. European Economic Review 36 (6): 1311–1321.
Villalonga, B., and R. Amit. 2006. How do family ownership, control and management affect firm value? Journal of Financial Economics 80 (2): 385–417.
Vogt, M. 2016. Democracy, ethnic exclusion, and civil conflict: The Arab Spring revolutions from a global comparative perspective. London: Routledge.
Wei, S.-J. 2000. How taxing is corruption on international investors? Review of Economics and Statistics 82 (1): 1–11.
Yang, H., and M. Pollitt. 2009. Incorporating both undesirable outputs and uncontrollable variables into DEA: The performance of Chinese coal-fired power plants. European Journal of Operational Research 197 (3): 1095–1105.
Yang, Z. 2006. A two-stage DEA model to evaluate the overall performance of Canadian life and health insurance companies. Mathematical and Computer Modelling 43 (7–8): 910–919.
Yao, S., C. Jiang, G. Feng, and D. Willenbockel. 2007. WTO challenges and efficiency of Chinese banks. Applied Economics 39 (5): 629–643.
Yuengert, A.M. 1993. The measurement of efficiency in life insurance: Estimates of a mixed normal-gamma error model. Journal of Banking & Finance 17 (2–3): 483–496.
Zafar, S., W. Hmedat, D. Chaubey, and B. Thomas. 2018. An analysis of MENA region economy performance in prevailing global economic conditions. International Journal of Engineering and Management Research (IJEMR) 8 (2): 163–175.
Zerriaa, M., and H. Noubbigh. 2016. Determinants of life insurance demand in the MENA region. The Geneva Papers on Risk and Insurance: Issues and Practice 41 (3): 491–511.
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Appendices
Appendix
Appendix A: Levels of conflict across countries
Country | Situation | Rank in risk level |
---|---|---|
Algeria | Major protests | 2 |
Bahrain | Protests and governmental changes | 3 |
Egypt | Government overthrown more than once | 6 |
Iraq | Major protests | 2 |
Israel | No protest | 0 |
Jordan | Protests and governmental changes | 3 |
Kuwait | Protests and governmental changes | 3 |
Malta | No protest | 0 |
Morocco | Protests and governmental changes | 3 |
Oman | Protests and governmental changes | 3 |
Palestinian Territories | Minor protests | 1 |
Qatar | No protest | 0 |
Saudi Arabia | Minor protests | 1 |
Syrian Arab Republic | Civil war in some parts but no governmental changes | 4 |
Tunisia | Government overthrown | 5 |
United Arab Emirates | No protest | 0 |
Appendix B: Slack regression results (SFA model)
Environmental variable | Slack1 | Slack2 | Slack3 |
---|---|---|---|
Underwriting expenses | Equity capital | Net claims incurred | |
Interest rate | − 0.679* | − 0.029** | − 0.306** |
(0.967) | (0.920) | (0.300) | |
Inflation | − 0.191 | − 0.519*** | − 0.453*** |
(0.083) | (0.695) | (0.344) | |
Unemployment | 0.133** | 0.114 | 0.764* |
(0.289) | (0.688) | (0.303) | |
Economic growth | − 0.466*** | 0.376** | 0.194 |
(0.957) | (0.980) | (0.595) | |
Effective exchange rate | − 0.931** | − 0.642 | 0.501*** |
(0.402) | (0.925) | (0.959) | |
Oil price | − 0.249** | 0.101** | 0.394 |
(0.108) | (0.218) | (0.386) | |
Political risk | − 0.040** | − 0.240** | 0.071 |
(0.071) | (0.881) | (0.036) | |
Quality of regulation | 0.446*** | − 0.325 | − 0.957** |
(0.684) | (0.569) | (0.342) | |
Financial freedom | 0.005 | − 0.888* | − 0.312 |
(0.055) | (0.446) | (0.286) | |
Insurance assets | 0.029*** | 0.082** | 0.704* |
(0.762) | (0.837) | (0.736) | |
Insurance premium | − 0.400** | 0.904 | 0.720** |
(0.404) | (0.101) | (0.080) | |
Log likelihood function | − 2565.37 | 4853.34 | 4778.68 |
Observations | 1349 | 1349 | 1349 |
Number of insurance firms | 125 | 125 | 125 |
Appendix C: Term efficiencies of dynamic DEA model (over time)
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Shaddady, A. Business environment, political risk, governance, Shariah compliance and efficiency in insurance companies in the MENA region. Geneva Pap Risk Insur Issues Pract 47, 861–904 (2022). https://doi.org/10.1057/s41288-021-00232-8
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DOI: https://doi.org/10.1057/s41288-021-00232-8