“…as firmspecific factors. Meanwhile, Akotey et al (2013) selected gross written premium, claims expenses on management, reinsurance, total debts, company size and Yakob et al (2012) included premium-to-surplus, reinsurance-to-premium, benefit-to-surplus, cash flow-to-liability, total benefit paid-to-premium, real estate-to-asset ratios, as well as investment income, to reflect firm-specific factors.…”