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

TABLE 6.

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

(1) (2) (3) (4)
Nationality Saudi Saudi Expatriates Expatriates
Variable OOPMED OOPMED OOPMED OOPMED
Income (log) 0.722*** 0.430*** 0.461*** 0.488***
(0.040) (0.037) (0.039) (0.067)
Insured −0.242*** −5.188*** −0.517*** −0.075
(0.040) (0.613) (0.063) (0.678)
Insured*income 0.527*** -0.051
(0.066) (0.080)
Age 0.012*** 0.012*** 0.001 0.001
(0.001) (0.001) (0.002) (0.002)
Male −0.062 −0.080 −0.227*** −0.224***
(0.042) (0.042) (0.055) (0.056)
Married −0.258*** −0.291*** −0.091 −0.093
(0.054) (0.057) (0.065) (0.065)
Primary school 0.126 0.145* −0.012 −0.011
(0.083) (0.081) (0.092) (0.091)
Intermediate school 0.175** 0.182** −0.204*** −0.200***
(0.074) (0.074) (0.074) (0.074)
Secondary school 0.264*** 0.303*** −0.250*** −0.249***
(0.071) (0.072) (0.076) (0.076)
Higher education 0.278*** 0.326*** −0.371*** −0.365***
(0.074) (0.076) (0.110) (0.113)
Health status −0.186*** −0.170*** −0.110 −0.122*
(0.053) (0.052) (0.071) (0.074)
Wealth index 0.010 0.005 0.036 0.041**
(0.015) (0.014) (0.020) (0.020)
Observations 6,563 6,563 1,927 1,927

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