Table 3

Review of takaful performance

AuthorsJournalMethodFindings
Alshammari et al. (2019a, b)Research in international business and financeStochastic frontier cost functionThe relationship between competition and efficiency is positive and supports the quiet life (QL) hypothesis where managers in a less competitive market may utilize the market power of their firms and reduce their efforts
Alshammari et al. (2019b) Economic systemsStochastic frontier cost functionThe relationship between oil prices and efficiency is negative and insignificant in the insurance industry. However, the differences in the financial market have a positive impact on the takaful business
Lee et al. (2019) IMEFMTwo-stage data envelopment analysis (DEA) and panel regressionFamily takaful companies are more cost-efficient than general takaful companies. Allocative efficiency causes the reduction of allocative efficiency of general takaful companies. Corporate governance also influences the cost efficiency of takaful companies
Ahmad et al. (2019) Malaysian journal of consumer and family economicsPanel regressionLiquidity and lagged GDP (Gross Domestic Product) is found to be significantly predicting the investment performance of Islamic insurance companies
Benyoussef and Hemrit (2019) Cogent economics and financeDEAStudy finds that the takaful companies are more efficient than the cooperative insurance companies
Almulhim (2019) Cogent business and managementTwo-stage DEAThe average efficiency score for takaful and conventional insurance companies has decreased
Benlagha and Hemrit (2018) Asia–Pacific financial marketsDCC-GARCHVolatility responds asymmetrically to shocks with the persistence of variance in the stock return data, supporting the presence of irrational behavior and the effectiveness of a cross-market diversification strategy
Guendouz and Ouassaf (2018) Academy of accounting and financial studies journalPanel regressionAge, size, written premium growth rate and loss ratio have significant effects on the profitability of takaful companies
Karbhari et al. (2018) Journal of international financial markets, institutions and moneyDEANon-executive directors, audit committees and product diversification do not improve technical efficiency. Instead, audit committees and regulatory jurisdiction tend to reduce scale efficiency
Taib et al. (2018a) Academy of accounting and financial studies journalDEAThe overall insurance industry in Pakistan was enjoying an increase in the total factor productivity during the period. Change in factor productivity for the takaful companies was better than insurance firms
Daud et al. (2018) International journal of business performance managementCorrelation and regressionThe takaful operator is proactively achieving their vision by the center of attention on the Islamic leaders' qualities
Ahmad and Lukman (2017) ISRA IJIFDescriptive analysisEmphasis on takāful value propositions apart from its Sharīʿah compliance status is needed to attract corporates as respondents were found to be indifferent on Sharīʿah compliance status of their protection
Abduh and ZeinIsma (2017) JIABRTime series regressionThe determinants that are positively related to equity-to-asset ratio (EAR) of family takaful include contribution growth, investment income, takaful leverage, liquidity and Islamic equity index
Boulanouar and Alqahtani (2016) IMEFMOLS regressionUnder-pricing not only exists but also is among the highest in the world (45%), which contradicts the literature on initial public offerings (IPOs)' pricing in highly regulated sectors. Regarding the Sharia compliance effect, they find that it does not significantly reduce insurance offerings' under-pricing
Al-Amri (2015) HumanomicsDEAThe takaful insurance industry in gulf country council GCC is highly technical and pure technical efficient. The United Arab Emirates (UAE) and Qatar score the highest technical efficiency, while Saudi Arabia and the UAE are the most cost-efficient among the GCC countries
Yakob et al. (2015) Investment management and financial innovationsSBM-DEA and Tobit modelThe investment management efficiency of insurers and takaful operators was moderate. The heterogeneity of investment management efficiency declined during the study period, and this is particularly encouraging because it shows that the insurers and takaful operators are converging towards the best practices
Kader et al. (2014) International review of financial analysisDEAAverage levels of cost efficiency in takaful insurance markets mirror the efficiency in developed non-life insurance markets. The relative influence of board composition, such as the proportion of non-executive directors on the board, on takaful insurers' cost efficiency depends on its interaction with other firm-specific characteristics, such as board size
Yakob et al. (2014) Sains MalaysianaTwo-stage DEAThe mutual company and the takaful system demonstrate better risk management performance than their stock and conventional system counterparts. Firm size is positively related to the risk management efficiency of takaful
Hamid and Rahman (2011) Australian journal of basic and applied sciencesMultiple regressionThere is a relationship between commitment, motivation and attitudes with performance
Kader et al. (2010) Geneva papers on risk and insurance: Issues and practiceDEANon-executive directors and separating the Chief executive officer and Chairman functions do not improve cost efficiency. However, the board size, firm size and product specialization have positive effects on the cost efficiency of takaful insurers

Note(s): DEA = Data Envelopment Analysis; DCC‐GARCH = Dynamic Conditinal Correlation Generalized Autoregressive Conditional Heteroscedasticity; SBM‐DEA = Slack Based Measure of Data Envelopment Analysis; GDP = Gross Domestic Product; GCC = Gulf Country Council; UAE = United Arab Emirates

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