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. 2021 Apr 30;12:638035. doi: 10.3389/fphar.2021.638035

TABLE 5.

Marginal effects of the relationship between health insurance and OOP expenditure on health.

(1) (2) (3) (4)
Nationality Saudi Saudi Expatriates Expatriates
Variable OOP OOP OOP OOP
Income (log) 0.595*** 0.402*** 0.477*** 0.440***
(0.035) (0.032) (0.039) (0.072)
Insured −0.347*** −3.630*** −0.487*** −1.093
(0.039) (0.550) (0.074) (0.756)
Insured*income 0.350*** 0.071
(0.059) (0.090)
Age 0.007*** 0.007*** −0.001 −0.001
(0.001) (0.001) (0.003) (0.003)
Male −0.026 −0.036 −0.341*** −0.346***
(0.041) (0.041) (0.064) (0.064)
Married −0.102 −0.123*** −0.119* −0.118
(0.053) (0.055) (0.068) (0.069)
Primary school 0.236*** 0.247*** 0.129 0.128
(0.077) (0.076) (0.094) (0.094)
Intermediate school 0.173*** 0.177*** 0.149*** 0.144*
(0.068) (0.068) (0.074) (0.075)
Secondary school 0.179*** 0.202*** −0.041 −0.043
(0.065) (0.065) (0.078) (0.078)
Higher education 0.223 0.254 −0.133 −0.140
(0.071) (0.072) (0.131) (0.134)
Health status −0.102** −0.091* −0.279*** −0.262***
(0.049) (0.048) (0.072) (0.078)
Wealth index 0.011 0.008 0.015 0.009
(0.013) (0.013) (0.021) (0.022)
Observations 6,666 6,666 1,989 1,989

Note: Robust standard errors in parentheses. Significance levels: ***p <0.01, **p <0.05, *p <0.1.