Table 3

Multilevel multivariable logistic regression of viral suppression by age group

CharacteristicsYoung adolescents(10–4 years)Older adolescents (15–19 years)Young adults(20–24 years)Equality of coefficient (p value)
Model 1Model 2Model 3Model 1Model 2Model 3Model 1Model 2Model 3
ORaORaORORaORaORORaORaOR
Level 1: Individuals
Sex1.12 (0.33)
Female
Male0.730.730.69*0.69*0.930.94
Marital status0.67 (0.51)
Single
Married1.771.771.74*1.7*1.361.35
Others1.231.231.441.41.031.03
Education level0.02 (0.98)
None/informal
Primary0.850.850.730.730.690.69
Secondary and higher0.820.820.760.760.740.73
Year of ART initiation0.70 (0.49)
2015
20161.541.540.810.811.131.15
20171.431.400.990.991.021.04
WHO stage0.21 (0.81)
1
20.790.790.790.801.041.04
31.731.730.690.700.780.78
40.600.600.820.800.870.90
Baseline immunosuppression0.14 (0.87)
None (CD4 ≥500 cells/mL)
Mild (CD4 ≥350–499 cells/mL)1.181.100.820.820.910.91
Advanced (CD4 ≥200–349 cells/mL)0.890.890.690.690.700.70
Severe (CD4 <200 cells/mL)0.640.640.55*0.54 *0.55*0.55 **
Baseline TB status0.22 (0.80)
No signs or symptoms of TB
Presumptive or confirmed TB0.690.691.191.181.1601.19
On IPT0.830.830.770.790.890.92
ART regimen at baseline0.58 (0.56)
ABC or AZT/3TC/ ATVr or LPVr
ABC or AZT/3TC/ EFV or NVP2.192.191.461.473.193.20
TDF/3TC/EFV or NVP3.663.663.493.556.40*6.47*
TDF/3TC/ATVr or LPVr0.150.152.252.270.740.81
Others0.990.991.311.345.205.40
Continuity of care0.10 (0.90)
Retained
LTF0.350.350.19**0.19**0.35**0.35**
Interrupted care0.40**0.42**0.41**0.41**0.42**0.42**
Level 2: Health facility
Level of care0.39 (0.68)
Secondary
Tertiary0.900.900.80
Patient volume (AYLHIV)0.12 (0.89)
<200
200–4001.241.021.14
>5000.770.890.93
Designated AYFS facility0.91 (0.40)
No
Yes1.330.921.06
Viral load testing coverage0.991.001.101.57 (0.21)
Random effects model
Health facility level
Variance estimate (facility level)0.39*0.38*0.320.49**0.44**0.44**0.34**0.29**0.28**
Explained variation (%)Ref2.56*15.79†Ref10.20‡0.00§Ref14.71¶3.45**
Intra-facility ICC0.110.100.090.130.120.120.090.080.08
  • Model 1 is the null model; baseline model without any variable.

  • Model 2 is model adjusted for individual-level variables.

  • Model 3 is additionally adjusted for facility-level covariates.

  • *p<0.05; **p<0.00.

  • *Explained facility-level variance due to individual factors alone=(0.39–0.38)/0.39=2.56%.

  • †Explained facility-level variance due to facility characteristics=(0.38–0.32)/0.38=15.79%.

  • ‡Explained facility-level variance due to individual factors=(049–044)/0.49=10.2%.

  • §Explained facility-level variance due to facility characteristics=(0.44–0.44)/0.44=0%.

  • ¶Explained facility-level variance due to individual factors alone=(0.34–0.29)/0.34=14.71%.

  • **Explained facility-level variance due to facility characteristics=(0.29–0.28)/0.29=3.45%.

  • aOR, adjusted OR; ART, antiretroviral therapy; AYFS, Adolescent and Youth Friendly Services; ICC, Intracluster correlation; IPT, Isoniazide Preventive Therapy; LTF, lost to follow-up; TB, tuberculosis.