Department of Social Policy and Intervention, University of Oxford, Oxford, OX1 2ER, UK.
Centre for Social Science Research, University of Cape Town, Cape Town, South Africa.
BMC Public Health. 2023 Jul 29;23(1):1452. doi: 10.1186/s12889-023-16373-5.
Structural interventions are endorsed to enhance biomedical and behavioural HIV prevention programmes for adolescents. Aiming to inform future interventions, we evaluated longitudinal associations between six protective factors that link closely to existing structural HIV prevention interventions, and five sexual risk behaviours for HIV transmission in a cohort of adolescents in South Africa.
We used three rounds of data between 2014-2018 on 1046 adolescents living with HIV and 473 age-matched community peers in South Africa's Eastern Cape (Observations = 4402). We estimated sex-specific associations between six time-varying protective factors - number of social grants, education enrolment, days with enough food, caregiver supervision, positive caregiving, and adolescent-caregiver communication; and five HIV risk behaviours - multiple sexual partners, transactional sex, age-disparate sex, condomless sex, and sex on substances. HIV risk behaviours were analysed separately in multivariable random effects within-between logistic regression models that accounted for correlation of repeated observations on the same individual. We calculated prevalence ratios (PR), contrasting adjusted probabilities of HIV risk behaviours at 'No' and 'Yes' for education enrolment, and average and maximum values for the other five protective factors.
The sample mean age was 15.29 (SD: 3.23) years and 58% were girls. Among girls, within-individuals, increases from mean to maximum scores in positive caregiving were associated with lower probability of transactional sex (PR = 0.79; 95%CI = 0.67-0.91); in caregiver supervision were associated with lower probability of transactional sex (PR = 0.75; 95%CI = 0.66-0.84), and age-disparate sex (PR = 0.84; 95%CI = 0.73-0.95); in adolescent-caregiver communication were associated with higher probability of transactional sex (PR = 1.70; 95%CI = 1.08-2.32); and in days with enough food at home were associated with lower probability of multiple sexual partners (PR = 0.89; 95%CI = 0.81-0.97), and transactional sex (PR = 0.82; 95%CI = 0.72-0.92). Change from non-enrolment in education to enrolment was associated with lower probability of age-disparate sex (PR = 0.49; 95%CI = 0.26-0.73). Between-individuals, relative to mean caregiver supervision scores, maximum scores were associated with lower probability of multiple sexual partners (PR = 0.59; 95%CI = 0.46-0.72), condomless sex (PR = 0.80; 95%CI = 0.69-0.91), and sex on substances (PR = 0.42; 95%CI = 0.26-0.59); and relative to non-enrolment, education enrolment was associated with lower probability of condomless sex (PR = 0.59; 95%CI = 0.39-0.78). Among boys, within-individuals, increases from mean to maximum scores in positive caregiving were associated with lower probability of transactional sex (PR = 0.77; 95%CI = 0.59-0.96), and higher probability of condomless sex (PR = 1.26; 95%CI = 1.08-1.43); in caregiver supervision were associated with lower probability of multiple sexual partners (PR = 0.73; 95%CI = 0.64-0.82), transactional sex (PR = 0.63; 95%CI = 0.50-0.76), age-disparate sex (PR = 0.67; 95%CI = 0.49-0.85), and sex on substances (PR = 0.61; 95%CI = 0.45-0.78), and in days with enough food at home were associated with lower probability of transactional sex (PR = 0.91; 95%CI = 0.84-0.98).
Effective structural interventions to improve food security and education enrolment among adolescent girls, and positive and supervisory caregiving among adolescent girls and boys are likely to translate into crucial reductions in sexual risk behaviours linked to HIV transmission in this population.
结构性干预措施被认可可以增强针对青少年的生物医学和行为艾滋病毒预防方案。为了为未来的干预措施提供信息,我们评估了与现有的结构性艾滋病毒预防干预措施密切相关的六个保护因素,以及南非青少年队列中五种与艾滋病毒传播相关的性风险行为之间的纵向关联。
我们使用了 2014-2018 年期间在南非东开普省生活的 1046 名艾滋病毒感染者和 473 名年龄匹配的社区同伴的三轮数据(Observation=4402)。我们估计了六个时变保护因素(社会补助金数量、教育入学率、有足够食物的天数、照顾者监督、积极的照顾和青少年与照顾者的沟通)和五个艾滋病毒风险行为(多个性伴侣、性交易、年龄差异的性行为、无保护的性行为和药物滥用下的性行为)之间的性别特异性关联。多变量随机效应within-between 逻辑回归模型分析了艾滋病毒风险行为,该模型考虑了对同一个体的重复观察的相关性。我们计算了调整后的教育入学率为“否”和“是”时艾滋病毒风险行为的概率比(PR),以及其他五个保护因素的平均值和最大值。
样本的平均年龄为 15.29 岁(SD:3.23),其中 58%是女孩。在女孩中,个体内从平均到最大的积极照顾得分的增加与性交易的可能性降低相关(PR=0.79;95%CI=0.67-0.91);照顾者监督得分的增加与性交易的可能性降低相关(PR=0.75;95%CI=0.66-0.84)和年龄差异的性行为(PR=0.84;95%CI=0.73-0.95);青少年与照顾者的沟通得分的增加与性交易的可能性增加相关(PR=1.70;95%CI=1.08-2.32);家庭中足够食物天数的增加与多个性伴侣的可能性降低相关(PR=0.89;95%CI=0.81-0.97)和性交易(PR=0.82;95%CI=0.72-0.92)。从非入学到入学的教育变化与年龄差异的性行为的可能性降低相关(PR=0.49;95%CI=0.26-0.73)。个体间,相对于平均照顾者监督得分,最大值与多个性伴侣的可能性降低相关(PR=0.59;95%CI=0.46-0.72),无保护的性行为(PR=0.80;95%CI=0.69-0.91)和药物滥用下的性行为(PR=0.42;95%CI=0.26-0.59);与非入学相比,教育入学与无保护的性行为的可能性降低相关(PR=0.59;95%CI=0.39-0.78)。在男孩中,个体内从平均到最大的积极照顾得分的增加与性交易的可能性降低相关(PR=0.77;95%CI=0.59-0.96)和无保护的性行为的可能性增加相关(PR=1.26;95%CI=1.08-1.43);照顾者监督得分的增加与多个性伴侣的可能性降低相关(PR=0.73;95%CI=0.64-0.82),性交易(PR=0.63;95%CI=0.50-0.76),年龄差异的性行为(PR=0.67;95%CI=0.49-0.85)和药物滥用下的性行为(PR=0.61;95%CI=0.45-0.78),以及家庭中足够食物天数的增加与性交易的可能性降低相关(PR=0.91;95%CI=0.84-0.98)。
改善青少年女孩的粮食安全和入学率,以及提高青少年女孩和男孩的积极和监督照顾,很可能会减少这一人群中与艾滋病毒传播相关的性风险行为。