Selection and Identification of studies
After removing duplicates, a total of 3247 studies were retrieved of which 3082 studies were rejected just by reading the titles. Of the remaining 165 studies, 143 were excluded after reviewing the abstracts. Full-text copies of 18 studies that met or potentially met the inclusion criteria were assessed. After further screening 15 papers were retained for inclusion for the systematic review. Of 15 studies included in systematic review; 11studeis were excluded and 4 (10, 17-19) articles were used for meta-analysis (Figure 1).
Characteristics of the articles
Of the 15 full studies, 8 of them were from the Oromia region, 3 in the Amhara region, 2 in the South nations and nationalities of republic (SNNPR), 1 in Harer, and 1 in Addis Ababa. Relevant features of each study including author, year, a region of study, study design, study population sample size, and prevalence of ART adherence were summarized below ( Table 1).
Table 1: General characteristics of included studies that report the prevalence of HAART adherence and/its association with HIV disclosure status
Author/ Year
|
Region
|
Study design
|
Study population
|
Sample size(n)
|
Prevalence
(%)
|
Dibaba et al./2016(20)
|
Oromia
|
Cross sectional
|
Adult people living with HIV
|
306
|
65
|
Hassen et al./2019(21)
|
Oromia
|
Cross sectional
|
Adult people living with HIV
|
352
|
73.6
|
Molla et al./2018(10)
|
Amhara
|
Cross sectional
|
Adult people living with HIV
|
440
|
88.2
|
Negasa et al./2017(22)
|
Harer
|
Cross sectional
|
Adult people living with HIV
|
314
|
65
|
Nuredin et al./2017(23)
|
SNNPR
|
Cross sectional
|
Adult people living with HIV
|
428
|
77.1
|
Efrem et al./2016(24)
|
Oromia
|
Cross sectional
|
Adult people living with HIV
|
383
|
89.3
|
Naod et al./2017(25)
|
Addis Ababa
|
Cross sectional
|
Adult people living with HIV
|
273
|
80.1
|
Kassahun et al./2017(26)
|
Oromia
|
Cross sectional
|
Adult people living with HIV
|
321
|
72.3
|
Hailu et al./2018(27)
|
SNNPR
|
Cross sectional
|
Adult people living with HIV
|
320
|
68
|
Wendwesen et al./2017(18)
|
Oromia
|
Cross sectional
|
Adult people living with HIV
|
190
|
92.6
|
Shewaye et al./2016(17)
|
Oromia
|
Cross sectional
|
Adult people living with HIV
|
420
|
86
|
Tesfaye et al./2019(28)
|
Amhara
|
Cross sectional
|
Adult people living with HIV
|
418
|
71.8
|
Jima et al./2018(29)
|
Oromia
|
Cross sectional
|
Adult people living with HIV
|
160
|
85.6
|
Abadiga /2019(19)
|
Oromia
|
Cross sectional
|
Adult people living with HIV
|
305
|
73.1
|
Mengstie /2018(30)
|
Amhara
|
Cross sectional
|
Adult people living with HIV
|
352
|
87.2
|
Adherence to HAART
Among 15 cross-sectional studies, the prevalence of ART adherence ranges from 65% (20) to 92.6%(18). The overall pooled prevalence is found to be 81.19% (80.132- 82.248) (Table 2). Based on subgroup analysis by region, the pooled prevalence of ART adherence 79.82% (73.19, 86.45) in Oromia region, 82.51%(73.14, 91.87) in Amhara region, and 72.7% (63.78, 81.61) in SNNPR (Figure 2).
Table 2: The pooled prevalence of HAART adherence among Adult people living with HIV/AIDS in Ethiopia.
Author/Year ES [95% Conf. Interval]
|
% Weight
|
Dibaba et al. (2016) 65.000
|
59.656 70.344
|
3.92
|
Hassen et al. (2019) 73.600
|
68.995 78.205
|
5.28
|
Molla et al. (2018) 88.200
|
85.186 91.214
|
12.32
|
Negasa et al. (2017) 65.000
|
59.724 70.276
|
4.02
|
Nuredin et al. (2017 77.100
|
73.119 81.081
|
7.07
|
Efrem et al. (2016) 89.300
|
86.204 92.396
|
11.68
|
Naod et al. (2017) 80.100
|
75.364 84.836
|
4.99
|
Kassahun et al. (2017) 72.300
|
67.404 77.196
|
4.67
|
Hailu et al (2018) 68.000
|
62.889 73.111
|
4.29
|
Wendwesen et al.(2017) 92.600
|
88.878 96.322
|
8.08
|
Shewaye et al. (2016) 86.000
|
82.682 89.318
|
10.17
|
Aychew et al (2019) 71.800
|
67.486 76.114
|
6.02
|
Jima etal. (2018) 85.600
|
80.160 91.040
|
3.78
|
Abadiga (2019) 73.100
|
68.123 78.077
|
4.52
|
Mengstie (2018) 87.200
|
83.710 90.690
|
9.19
|
I-V pooled ES 81.190
|
80.132 82.248
|
100.00
|
Heterogeneity chi-squared = 257.96 (d.f. = 14) p = 0.000
|
I-squared (variation in ES attributable to heterogeneity) = 94.6%
|
Test of ES=0 : z= 150.39 p = 0.000
|
Heterogeneity test
As shown from the table, the heterogeneity test (I2) is 94.6%. This indicates there is a considerable variation across studies, but the sensitivity analysis indicates there is no study away from a lower and upper confidence intervals. All the studies concentrated around the point of the estimations. The funnel plot test is asymmetrical (Figure 3).
Publication bias
Publication bias was detected based on the graphic asymmetry of funnel plots, egger’s test (p< 0.05), and Begg’s test. In the Egger test the p-value is 0.001 which shows that there is a publication bias. Therefore, the author used a random effect model to treat bias. Furthermore, the trim and fill analysis was performed.
The effect of disclosure status on ART Adherence
To determine the effect of HIV disclosure on ART adherence among PLWHIV, a total of four cross-sectional studies (10, 17-19) were used. The study showed that HIV disclosure improves ART adherence nearly by three times compared to non disclosed HIV positive ART users (AOR= 2.99, 95%CI: 1.88, 4.77)(Figure 4).
Heterogeneity
The heterogeneity test (I2) is 51.8% which indicates there is a considerable variation across studies. The funnel plot test is symmetrical. The sensitivity test indicates there is no study away from a lower and upper confidence intervals. All the studies concentrated around the point of the estimations
Publication bias
Publication bias was detected based on the graphic asymmetry of the funnel plot and egger’s test (p< 0.05). The test indicates the graphic funnel plot is symmetrical and the egger’s plot test result was 0.063.