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. 2025 Jun 27;11:e67005. doi: 10.2196/67005

Table 3. Standardized factor loadings for the perceived barriers to antiretroviral therapy adherence (PEDIA) scale by type of factory analysis used.a.

EFA 2 CFA 1 CFA 2
Item number Item content F1 F2 F1 F2 F1 F2
1 The main problem of living with HIV is the stigma around it. 0.518 −0.232 0.363b —c — —
2 I am afraid to be identified as living with HIV when I go to the health care facility to get my HIV meds refill. 0.918 −0.276 0.646b — — —
3 It frustrates me to think that I need to take the HIV meds in order to be alive. 0.472 0.200 0.633 — 0.673 —
4 Sometimes I skip taking my HIV meds because I want to avoid side effects. −0.067 0.793 — 0.647 — 0.648
5 Despite my HIV status, I live a normal life. −0.229d −0.366d — — — —
6 It is difficult to take my HIV meds at home. −0.186 0.890 — 0.756 — 0.778
7 I do not like to take my HIV meds around others. 0.430 0.261 0.700 — 0.682 —
8 Sometimes I forget to take my HIV meds because I get distracted. −0.265 0.781 — 0.600 — 0.638
9 It is difficult to take my HIV meds at work. −0.096 0.850 — 0.818 — 0.829
10 I believe that my HIV meds make me healthy. −0.117d −0.312d — — — —
11 It is tiresome to take my HIV meds every day. 0.390 0.434 0.775 — 0.835 —
12 I find it difficult to swallow the pills. 0.136 0.459 — 0.597b — —
13 When I feel depressed I do not want to take my HIV meds. 0.046 0.740 — 0.705 — 0.680
14 It is difficult to tell people that I am living with HIV. 0.869 −0.233 0.646b — — —
15 I am worried about the HIV meds stopping to work in the future. 0.518 0.049 0.491b — — —
16 It is hard to get used to the side effects. 0.161d 0.397d — — — —
17 It bothers me that I have to get my HIV meds refill in the health care facility’s pharmacy. 0.739 −0.039 0.699 — 0.606 —
18 It is harder to keep track of my HIV meds on weekends. 0.022 0.601 — 0.685 — 0.675
a

Two types of analysis were conducted: exploratory factor analysis (EFA) and confirmatory factor analysis (CFA). All analyses used a 2-factor structure. EFA 2 was performed using Sample 2020. CFAs 1 and 2 were performed using Sample 2021.

b

Item removal in CFA 1 was based on modification indices and theoretical relevance.

c

Not applicable.

d

Item removal in EFA 2 was primarily determined by standardized factor loadings below 0.4, supplemented by theoretical considerations.