Prevalence of Depression and Associated Factors among Diabetes Patients in East Shewa, Ethiopia: Bayesian Approach

Table 3

Summary statistics for the posterior distribution of model parameters.

Parameters (reference)	AOR	MC error	SD	HPD credible intervals
				Lower (25%)	Upper (75%)
β12 (age)	1.0100	<0.0001	0.0350	0.9435	1.0810
Gender (male)
β11 (female)	1.8990	0.0063	1.7790	0.3744	1.4530
Marital status (married)
β17 (single)	9.7580	0.0468	15.640	0.8662	43.060
β18(widowed)	0.0853	<0.0001	0.0966	0.0060	0.3404
β19 (separated)	9.477	0.2147	103.00	0.0001	53.430
β20 (divorced)	85.71	4.181	2468.0	0.7392	389.90
Educational status (secondary and above)
β13(primary)	5.027	0.0111	4.105	1.0680	15.52
β14 (uneducated)	6.024	0.0190	8.509	0.6198	24.59
Occupational status (jobless)
β15 (employed)	5.539	0.0170	5.713	0.8245	19.76
β16 (other)	0.4415	0.0023	0.6374	0.0001	2.090
Hazardous drinking (no)
β3 (yes)	0.2282	0.0028	0.5028	0.0011	1.373
Medication adherence (high)
β21(low)	29.29	1.103	405.4	3.383	92.26
β22 (medium)	3.393	0.05873	22.02	0.2993	13.16
Duration lived with DM (β8)	0.9582	<0.0001	0.0685	0.8298	1.099
Fasting blood sugar (β7)	1.012	<0.0001	0.0058	1.0020	1.025
Type of DM (type 2)
β9 (type 1)	5.677	0.0522	11.27	0.3278	27.67
DM complication (yes)
β6(no)	0.1876	<0.0001	0.1838	0.0214	0.671
Chronic illness other than DM (yes)
β5 (no)	2.012	0.0068	1.6850	0.4530	6.127
Hospital admission (yes)
β4(no)	0.2865	<0.0001	0.1746	0.0711	0.7318
Types of medication (oral)
β22 (insulin)	5.366	0.0457	16.69	0.7102	20.19
β23(both)	24.46	0.1659	81.47	15.20	49.37

DM: diabetes mellitus; HPD: highest posterior density; MC: Monte Carlo; AOR: adjusted odds ratio; SD: standard deviation.