SynthesisAIDS care2014
A systematic review of income generation interventions, including microfinance and vocational skills training, for HIV prevention.
Synthesis in AIDS care, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 6 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
46 citing papers in PubMed, 6 syntheses or guidelines pooled it, 101 citations in OpenAlex.
- Effects of economic interventions on pediatric and adolescent HIV care outcomes: a systematic review.AIDS care · 2024Pooled it
- HIV-sensitive social protection for vulnerable young women in East and Southern Africa: a systematic review.Journal of the International AIDS Society · 2021Pooled it
- Evaluations of Structural Interventions for HIV Prevention: A Review of Approaches and Methods.AIDS and behavior · 2018Pooled it
- Pooled it
- Systematic assessment of condom use measurement in evaluation of HIV prevention interventions: need for standardization of measures.AIDS and behavior · 2014Pooled it
- The cost and cost-effectiveness of gender-responsive interventions for HIV: a systematic review.Journal of the International AIDS Society · 2014Pooled it
- A cluster-randomized controlled trial of a combination HIV risk reduction and economic empowerment intervention for women engaged in sex work in Uganda.Journal of the International AIDS Society · 2025Trial
- Economic outcomes among microfinance group members receiving community-based chronic disease care: Cluster randomized trial evidence from Kenya.Social science & medicine (1982) · 2024Trial
- A cluster-randomized controlled trial of a combination HIV risk reduction and microfinance intervention for female sex workers who use drugs in Kazakhstan.Journal of the International AIDS Society · 2021Trial
- Project Nova: A Combination HIV Prevention and Microfinance Intervention for Women Who Engage in Sex Work and Use Drugs in Kazakhstan.AIDS and behavior · 2019Trial
- Bridging Income Generation with Group Integrated Care for cardiovascular risk reduction: Rationale and design of the BIGPIC study.American heart journal · 2017Trial
- Economic Empowerment Interventions on Mental Health Outcomes Among People Living with HIV in Low and Middle-Income Countries: A Systematic Literature Review.Behavioral sciences (Basel, Switzerland) · 2026Review
- The Intersection of Caregiving and Financial Vulnerability: Empowerment Barriers for Women in Sex Work.Children and youth services review · 2025Article
- Understanding patient-related barriers to hydroxyurea use among adolescent and adult patients with sickle cell disease in Mulago and Kiruddu hospitals, Uganda, a qualitative study.BMC health services research · 2024Article
- Article
- The Evidence Project: Protocol for Systematic Reviews of Behavioral Interventions and Behavioral Aspects of Biomedical Interventions for HIV Prevention, Treatment, and Health Service Delivery in Low- and Middle-Income Countries.AIDS education and prevention : official publication of the International Society for AIDS Education · 2024Article
- Adolescents and young people in sub-Saharan Africa: overcoming challenges and seizing opportunities to achieve HIV epidemic control.Frontiers in public health · 2024Article
- "If you find that I am HIV positive, don't tell me": Exploring the barriers and recommendations for HIV prevention services utilization among youth in rural southwestern Uganda.PLOS global public health · 2024Article
- Examining Cash Expenditures and Associated HIV-Related Behaviors Using Financial Diaries in Women Employed by Sex Work in Rural Uganda: Findings from the Kyaterekera Study.International journal of environmental research and public health · 2023Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 2 countries.
Funding
Abstract
Income generation interventions, such as microfinance or vocational skills training, address structural factors associated with HIV risk. However, the effectiveness of these interventions on HIV-related outcomes in low- and middle-income countries has not been synthesized. The authors conducted a systematic review by searching electronic databases from 1990 to 2012, examining secondary references, and hand-searching key journals. Peer-reviewed studies were included in the analysis if they evaluated income generation interventions in low- or middle-income countries and provided pre-post or multi-arm measures on behavioral, psychological, social, care, or biological outcomes related to HIV prevention. Standardized forms were used to abstract study data in duplicate and study rigor was assessed. Of the 5218 unique citations identified, 12 studies met criteria for inclusion. Studies were geographically diverse, with six conducted in sub-Saharan Africa, three in South or Southeast Asia, and three in Latin America and the Caribbean. Target populations included adult women (N = 6), female sex workers/bar workers (N = 3), and youth/orphans (N = 3). All studies targeted females except two among youth/orphans. Study rigor was moderate, with two group-randomized trials and two individual-randomized trials. All interventions except three included some form of microfinance. Only a minority of studies found significant intervention effects on condom use, number of sexual partners, or other HIV-related behavioral outcomes; most studies showed no significant change, although some may have had inadequate statistical power. One trial showed a 55% reduction in intimate partner violence (adjusted risk ratio 0.45, 95% confidence interval 0.23-0.91). No studies measured incidence/prevalence of HIV or sexually transmitted infections among intervention recipients. The evidence that income generation interventions influence HIV-related behaviors and outcomes is inconclusive. However, these interventions may have important effects on outcomes beyond HIV prevention. Further studies examining not only HIV-related outcomes but also causal pathways and intermediate variables, are needed. Additional studies among men are also needed.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.