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Page 4 of 11  Original Research


              In addition to the adherence questions, participants were   frequency of treatment and whether they were staying with a
              asked how long they had taken ART, how many tablets they   biological parent. Because the path coefficients and p-values
              took each day and the frequency of daily doses. The current   did not significantly differ between the model where the
              ART regimen was documented from the patient clinic folder.  covariates were included and the model without the covariates
                                                                    (see Appendix 1), only the model without the covariates is
              Health-related quality of life                        reported. A level of significance of <0.05 was used.
              Health-related quality of life was measured with the
              KIDSCREEN-27 which consists of 27 items and measures   Ethical consideration
              health and well-being on a five-point Likert scale.  The   Stellenbosch University Health Research Ethics Committee
                                                         14
              KIDSCREEN-27 has five latent concepts: physical activities   approval (Ref: S15/03/054) and Department of Health
              and health; general mood and feelings about yourself; family   permission (Ref: WC_2015RP53_21) were obtained to
              and free time; friends and school and learning. The   conduct the study. Informed consent was obtained for all
              Cronbach’s alpha coefficients of the KIDSCREEN-27     adult participants before data collection. Adolescent assent
              subscales range from 0.80 to 0.84 and test–retest reliability   and parental consent (either in person or telephonically)
                                  14
              ranges from 0.61 to 0.74.  In the present study, Cronbach’s   were obtained for adolescents younger than 18.
              alpha was 0.89 (subscales 0.74–0.82).
              Statistical analyses                                  Results
                                                                    Reliability analysis
              Data were analysed with the Statistical Package for the Social
              Sciences (SPSS, version 25). Descriptive statistics included   Reliability analyses were conducted on the measurement
              frequencies and percentages and means/medians and     instruments that were used in this study, namely, self-
              standard deviations (SDs)/interquartile ranges (IQRs).   management, non-adherence behaviour’s and quality of life.
              Bivariate Pearson’s correlation was used to test for an   Cronbach’s alphas were calculated, and CFAs were conducted
              association between the total self-management score and   to determine whether this data set supported the latent
              the  HRQoL and non-adherence behaviour scores. The    structures of each of the instruments. In general, the reliability
              independent  t-test was used to establish mean differences   of the instruments was interpreted to be satisfactory (results
              in  self-management scores across binary categories of   not shown).
              adherence, viral suppression and sexual risk behaviour as
              self-management scores were normally distributed. For   Demographics
              reliability of the instruments used in this study, Cronbach’s   The sample included 58.2% (n = 224) females and 77.1%
              alphas were calculated and confirmatory factor analyses   (n = 296) participants were isiXhosa-speaking. The median
              (CFAs) conducted using the R package Lavaan. Partial least   age was 15 and the IQR range was 14–16. More than a third
              squares structural equation modelling (PLS-SEM) using Smart
              PLS 3.2.6 was used to determine the relationships between   (n = 138, 36.2%) had not completed the appropriate grade for
              self-management processes, proximal (non-adherence and   their age. Participants most frequently reported residing with
              sexual risk behaviour’s) and distal outcomes (HRQoL, VL).   their biological mother (n = 151, 39.4%). The researcher
              The model was created based on the IFSMT (Figure 2).  determined the most likely route of infection based on
                                                                    information provided in the questionnaire, including age of
                                                                    diagnosis  and  sexual  history. The  majority  of adolescents
              We tested for the direct influence of condition-specific,
              individual and environmental contextual factors on the self-  (n  =  344, 89.4%) appeared to have been infected either
              management processes and outcomes in a separate SEM   perinatally or early in life (Table 2). 24
              model. These factors included age, gender, adolescents’
              knowledge of the route of infection, years on treatment,   Adherence
                                                                    Only 44.8% (n = 168) and 38% (n = 143) of participants,
                                                                    respectively, reported that they never miss a dose of ART in
                                                                    the past month or never skipped their treatment. Most were
                Self-management   Proximal outcomes  Distal outcomes
                                                                                                24
                processes (abili es)                                on a first-line regimen (Table 3).  The most frequently
                                • Adherence versus  • Health-related
                • Believing and  non-adherence   quality of life    reported  reasons  for  missing  a  dose  of  ART  (not  often,
                 knowing         behaviours     • Viral load        sometimes or often) was forgetting (n = 196, 52.7%) because
                • Goals and     • Risk taking                       they fell asleep or were still sleeping (n = 135, 36.2%) and
                 facilita on     behaviours
                • Par cipa on    (sexual risk                       that taking antiretroviral drugs (ARVs) reminded them of
                • Biomedical     behaviour)                         HIV (n = 124, 33.4%).
                 management
                • Coping and
                 self-regula on                                     Antiretroviral drugs
                                                                    The frequency of taking tablets was significantly associated
              FIGURE  2:  Conceptual  framework  based  on  the  individual  and  family  self-
              management theory. 7                                  with self-management scores (F[3.335] = 3.381,  p = 0.02).

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