To assess the effect of a savings-led economic empowerment intervention on viral suppression among adolescents living with HIV. Using data from Suubi + Adherence, a longitudinal, cluster randomized trial in southern Uganda (2012–2017), we examine the effect of the intervention on HIV RNA viral load, dichotomized between undetectable (< 40 copies/ml) and detectable (≥ 40 copies/ml). Cluster-adjusted comparisons of means and proportions were used to descriptively analyze changes in viral load between study arms while multi-level modelling was used to estimate treatment efficacy after adjusting for fixed and random effects. At 24-months post intervention initiation, the proportion of virally suppressed participants in the intervention cohort increased tenfold (ΔT2–T0 = + 10.0, p = 0.001) relative to the control group (ΔT2–T0 = + 1.1, p = 0.733). In adjusted mixed models, simple main effects tests identified significantly lower odds of intervention adolescents having a detectable viral load at both 12- and 24-months. Interventions addressing economic insecurity have the potential to bolster health outcomes, such as HIV viral suppression, by improving ART adherence among vulnerable adolescents living in low-resource environments. Further research and policy dialogue on the intersections of financial security and HIV treatment are warranted.
Studies from sub-Saharan Africa indicate that children made vulnerable by poverty have been disproportionately affected by HIV with many exposed via mother-to-child transmission. For youth living with HIV, adherence to life saving treatment regimens are likely to be affected by the complex set of economic and social circumstances that challenge their families and also exacerbate health problems. Using baseline data from the National Institute of Child and Human Development (NICHD) funded Suubi+Adherence study, we examined the extent to which individual and composite measures of equity predict self-reported adherence among Ugandan adolescents aged 10–16 (n = 702) living with HIV. Results showed that greater asset ownership, specifically familial possession of seven or more tangible assets, was associated with greater odds of self-reported adherence (OR 1.69, 95% CI: 1.00–2.85). Our analyses also indicated that distance to the nearest health clinic impacts youth’s adherence to an ARV regimen. Youth who reported living nearest to a clinic were significantly more likely to report optimal adherence (OR 1.49, 95% CI: 0.92–2.40). Moreover, applying the composite equity scores, we found that adolescents with greater economic advantage in ownership of household assets, financial savings, and caregiver employment had higher odds of adherence by a factor of 1.70 (95% CI: 1.07–2.70). These findings suggest that interventions addressing economic and social inequities may be beneficial to increase ART uptake among economically vulnerable youth, especially in sub-Saharan Africa. This is one of the first studies to address the question of equity in adherence to antiretroviral therapy among economically vulnerable youth with HIV.
Purpose Nearly 12 million children and adolescents in Sub-Saharan Africa (SSA) have lost one or both parents to AIDS. Within SSA, Uganda has been greatly impacted, with an estimated 1.2 million orphaned children, nearly half of which have experienced parental loss due to the epidemic. Cost-effective and scalable interventions are needed to improve developmental outcomes for these children, most of whom are growing up in poverty. This paper examines the direct impacts and cost-effectiveness of a savings-led family economic empowerment intervention, Bridges to the Future, that employed varying matched savings incentives to encourage investment in Ugandan children orphaned by AIDS. Methods Using data from 48 primary schools in southwestern Uganda, we calculate per-person costs in each of the two treatment arms - Bridges (1:1 match savings) vs Bridges PLUS (1:2 match savings); estimate program effectiveness across outcomes of interest; and provide the ratios of per-person costs to their corresponding effectiveness. Results At the 24-month post-intervention initiation, children in the two treatment arms showed better results in health, mental health and education when compared to the Usual Care condition, however, no statistically significant differences were found between treatment arms with the exception of school attendance rates which were higher for those in Bridges PLUS. Due to the minimal cost difference between the Bridges and Bridges PLUS arms, we did not find substantial cost-effectiveness differences across the two treatment arms. Conclusion After 24 months, an economic intervention that incorporated matched savings yielded positive results on critical development outcomes for adolescents orphaned by AIDS in Uganda. The 1:1 and 1:2 match rates did not demonstrate variable levels of cost-effectiveness at 24-month follow-up, suggesting that governments intending to incorporate savings-led interventions within their social protection frameworks may not need to select a higher match rate to see positive developmental outcomes in the short-term. Further research is required to understand intervention impacts and cost-effectiveness after a longer follow-up period.
BackgroundAsset-based economic empowerment interventions, which take an integrated approach to building human, social, and economic capital, have shown promise in their ability to reduce HIV risk for young people, including adolescent girls, in sub-Saharan Africa. Similarly, community and family strengthening interventions have proven beneficial in addressing mental health and behavioral challenges of adolescents transitioning to adulthood. Yet, few programs aimed at addressing sexual risk have applied combination interventions to address economic stability and mental health within the traditional framework of health education and HIV counseling/testing. This paper describes a study protocol for a 5-year, NIMH-funded, cluster randomized-controlled trial to evaluate a combination intervention aimed at reducing HIV risk among adolescent girls in Uganda. The intervention, titled Suubi4Her, combines savings-led economic empowerment through youth development accounts (YDA) with an innovative family strengthening component delivered via Multiple Family Groups (MFG).MethodsSuubi4Her will be evaluated via a three-arm cluster randomized-controlled trial design (YDA only, YDA + MFG, Usual Care) in 42 secondary schools in the Central region of Uganda, targeting a total of 1260 girls (ages 15–17 at enrollment). Assessments will occur at baseline, 12, 24, and 36 months. This study addresses two primary outcomes: 1) change in HIV risk behavior and 2) change in mental health functioning. Secondary exploratory outcomes include HIV and STI incidence, pregnancy, educational attainment, financial savings behavior, gender attitudes, and self-esteem. For potential scale-up, cost effectiveness analysis will be employed to compare the relative costs and outcomes associated with each study arm.ConclusionsSuubi4Her will be one of the first prospective studies to examine the impact and cost of a combination intervention integrating economic and social components to reduce known HIV risk factors and improve mental health functioning among adolescent girls, while concurrently exploring mental health as a mediator in HIV risk reduction. The findings will illuminate the pathways that connect economic needs, mental health, family support, and HIV risk. If successful, the results will promote holistic HIV prevention strategies to reduce risk among adolescent girls in Uganda and potentially the broader sub-Saharan Africa region.Trial registrationClinical Trials NCT03307226 (Registered: 10/11/17).
The use of savings products to promote financial inclusion has increasingly become a policy priority across sub-Saharan Africa, yet little is known about how families respond to varying levels of savings incentives and whether the promotion of incentivized savings in low-resource settings may encourage households to restrict expenditures on basic needs. Using data from a randomized controlled trial in Uganda, we examine: 1) whether low-income households enrolled in an economic-empowerment intervention consisting of matched savings, workshops, and mentorship reduced spending on basic needs and 2) how varied levels of matching contributions affected household savings and consumption behavior. We compared primary school-attending AIDS-affected children (N = 1,383) randomized to a control condition with two intervention arms with differing savings-match incentives: 1:1 (Bridges) and 1:2 (Bridges PLUS). We found that: 1) 24 months post-intervention initiation, children in Bridges and Bridges PLUS were more likely to have accumulated savings than children in the control condition; 2) higher match incentives (Bridges PLUS) led to higher deposit frequency but not higher savings in the bank; 3) intervention participation did not result in material hardship; and 4) in both intervention arms, participating families were more likely to start a family business and diversify their assets.
Some evidence points to the positive effects of asset accumulation programs on mental health of children living in low-resource contexts. However, no evidence exists as to why and how such impact occurs. Our study aims to understand whether child poverty, child work, and household wealth serve as pathways through which the economic strengthening intervention affects the mental health AIDS-orphaned children. The study employed a cluster-randomized experimental design with a family-based economic strengthening intervention conducted among 1,410 school-going AIDS-orphaned children ages 10 and 16 years old in 48 primary schools in South Western Uganda. To test the hypothesized relationships between the intervention, mediators (i.e. household wealth, child poverty, and child’s work) and mental health, we ran structural equation models that adjust for clustering of individuals within schools and account for potential correlation among the mediators. We found significant unmediated effect of the intervention on children’s mental health at 24 months (B= −0.59; 95% CI: − 0.93, −0.25; p<0.001; β= −0.33). Furthermore, the results suggest that participation in the intervention reduced child poverty at 12 months, which in turn improved latent mental health outcome at 24 months (B= −0.14; 95% CI: −0.29, −0.01; p<0.06; β= −0.08). In addition, though not statistically significant at the .05 level, at 36 and 48 months, mental health of children in the treatment group improved by 0.13 and 0.16 standard deviation points correspondingly with no evidence of mediation. Our findings suggest that anti-poverty programs that aim solely to improve household income may be less advantageous to children’s mental health as compared to those that are specifically targeted towards reducing the impact of poverty on children. Further studies using more comprehensive measures of child work and age-appropriate child mental health may shed more light on understanding the link between asset accumulation interventions, child labor and children’s mental health.
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