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Njau PF, Katabaro E, Winters S, Sabasaba A, Hassan K, Joseph B, Maila H, Msasa J, Fahey CA, Packel L, Dow WH, Jewell NP, Ulenga N, Mwenda N, McCoy SI. Impact of financial incentives on viral suppression among adults initiating HIV treatment in Tanzania: a hybrid effectiveness-implementation trial. Lancet HIV 2024; 11:e586-e597. [PMID: 39098325 PMCID: PMC11457171 DOI: 10.1016/s2352-3018(24)00149-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 05/22/2024] [Accepted: 05/23/2024] [Indexed: 08/06/2024]
Abstract
BACKGROUND Small incentives could improve engagement in HIV care. We evaluated the short-term and longer-term effects of financial incentives for visit attendance on viral suppression among adults initiating antiretroviral therapy (ART) in Tanzania. METHODS In a type 1 hybrid effectiveness-implementation study, we randomised (1:1) 32 primary care HIV clinics in four Tanzanian regions to usual care (control group) or the intervention (usual care plus ≤6 monthly incentives [22 500 Tanzanian Shillings, about US$10, each], conditional on visit attendance). Adults (aged ≥18 years) initiating ART (<30 days) who owned a mobile phone and had no plans to transfer to another facility were eligible. The primary outcome was retention on ART with viral suppression (<1000 copies per mL) at 12 months. Secondary outcomes included retention on ART with viral suppression at 6 months and viral suppression at 6 months and 12 months using a lower threshold (<50 copies per mL). Intent-to-treat analysis and a cluster-based permutation test were used to evaluate the effect of financial incentives on outcomes. This trial is registered with ClinicalTrials.gov, NCT04201353, and is completed. FINDINGS Between May 28, 2021, and March 8, 2022, 1990 participants (805 male and 1185 female) were enrolled in the study. 1059 participants were assigned to the intervention group and 931 participants were assigned to the control group. Overall, 1536 (88%) participants at 6 months and 1575 (83%) at 12 months were on ART with viral suppression. At 12 months, 6 months after the intervention ended, 866 (85%) participants in the intervention group compared with 709 (81%) in the control group had viral loads less than 1000 copies per mL (adjusted risk difference [aRD] 4·4 percentage points, 95% CI -1·4 to 10·1, permutation test p=0·35). At 6 months, 858 participants (90%) in the intervention group were on ART with viral loads less than 1000 copies per mL compared with 678 (86%) in the control group (aRD 5·1 percentage points, 95% CI 1·1 to 9·1, permutation test p=0·06). Effects were larger at 6 months and 12 months with the lower threshold for viral suppression, and there was significant effect heterogeneity by region. Adverse events included 106 deaths (56 in the control group and 50 in the intervention group), none related to study participation. INTERPRETATION Short-term incentives for visit attendance had modest, short term benefits on viral suppression and did not harm retention or viral suppression after discontinuation. These findings suggest the need to understand subgroups who would most benefit from incentives to support HIV care. FUNDING National Institute of Mental Health. TRANSLATION For the Swahili translation of the abstract see Supplementary Materials section.
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Affiliation(s)
- Prosper F Njau
- National AIDS, STIs and Hepatitis Control Programme, Ministry of Health, Dodoma, Tanzania
| | | | - Solis Winters
- School of Public Health, University of California, Berkeley, CA, USA
| | - Amon Sabasaba
- Health for a Prosperous Nation, Dar es Salaam, Tanzania
| | - Kassim Hassan
- Health for a Prosperous Nation, Dar es Salaam, Tanzania
| | - Babuu Joseph
- Health for a Prosperous Nation, Dar es Salaam, Tanzania
| | - Hamza Maila
- Health for a Prosperous Nation, Dar es Salaam, Tanzania
| | - Janeth Msasa
- Health for a Prosperous Nation, Dar es Salaam, Tanzania
| | - Carolyn A Fahey
- School of Public Health, University of California, Berkeley, CA, USA; School of Public Health, University of Washington, Seattle, WA, USA
| | - Laura Packel
- School of Public Health, University of California, Berkeley, CA, USA
| | - William H Dow
- School of Public Health, University of California, Berkeley, CA, USA
| | - Nicholas P Jewell
- School of Public Health, University of California, Berkeley, CA, USA; London School of Hygiene & Tropical Medicine, London, UK
| | - Nzovu Ulenga
- Management and Development for Health, Dar es Salaam, Tanzania
| | | | - Sandra I McCoy
- School of Public Health, University of California, Berkeley, CA, USA.
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Silva AF, Dourado I, Lua I, Jesus GS, Guimarães NS, Morais GAS, Anderle RVR, Pescarini JM, Machado DB, Santos CAST, Ichihara MY, Barreto ML, Magno L, Souza LE, Macinko J, Rasella D. Income determines the impact of cash transfers on HIV/AIDS: cohort study of 22.7 million Brazilians. Nat Commun 2024; 15:1307. [PMID: 38346964 PMCID: PMC10861499 DOI: 10.1038/s41467-024-44975-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Accepted: 01/10/2024] [Indexed: 02/15/2024] Open
Abstract
Living with extremely low-income is an important risk factor for HIV/AIDS and can be mitigated by conditional cash transfers. Using a cohort of 22.7 million low-income individuals during 9 years, we evaluated the effects of the world's largest conditional cash transfer, the Programa Bolsa Família, on HIV/AIDS-related outcomes. Exposure to Programa Bolsa Família was associated with reduced AIDS incidence by 41% (RR:0.59; 95%CI:0.57-0.61), mortality by 39% (RR:0.61; 95%CI:0.57-0.64), and case fatality rates by 25% (RR:0.75; 95%CI:0.66-0.85) in the cohort, and Programa Bolsa Família effects were considerably stronger among individuals of extremely low-income [reduction of 55% for incidence (RR:0.45, 95% CI:0.42-0.47), 54% mortality (RR:0.46, 95% CI:0.42-0.49), and 37% case-fatality (RR:0.63, 95% CI:0.51 -0.76)], decreasing gradually until having no effect in individuals with higher incomes. Similar effects were observed on HIV notification. Programa Bolsa Família impact was also stronger among women and adolescents. Several sensitivity and triangulation analyses demonstrated the robustness of the results. Conditional cash transfers can significantly reduce AIDS morbidity and mortality in extremely vulnerable populations and should be considered an essential intervention to achieve AIDS-related sustainable development goals by 2030.
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Affiliation(s)
- Andréa F Silva
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil
- Center for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
| | - Inês Dourado
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil
| | - Iracema Lua
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil
- Center for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
| | - Gabriela S Jesus
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil
- Faculty of Medicine, Federal University of Bahia (UFBA), Salvador, Brazil
| | - Nathalia S Guimarães
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil
| | - Gabriel A S Morais
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil
| | - Rodrigo V R Anderle
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil
| | - Julia M Pescarini
- Center for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
| | - Daiane B Machado
- Center for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
| | - Carlos A S T Santos
- Center for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
| | - Maria Y Ichihara
- Center for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
| | - Mauricio L Barreto
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil
- Center for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil
| | - Laio Magno
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil
- Department of Life Sciences, State University of Bahia (UNEB), Salvador, Brazil
| | - Luis E Souza
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil
| | - James Macinko
- Departments of Health Policy and Management and Community Health Sciences, UCLA Fielding School of Public Health, Los Angeles, CA, USA
| | - Davide Rasella
- Institute of Collective Health, Federal University of Bahia (UFBA), Salvador, Brazil.
- Center for Data and Knowledge Integration for Health (CIDACS), Gonçalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Brazil.
- ISGlobal, Hospital Clinic - Universitat de Barcelona, Barcelona, Spain.
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de Sampaio Morais GA, Magno L, Silva AF, Guimarães NS, Ordoñez JA, Souza LE, Macinko J, Dourado I, Rasella D. Effect of a conditional cash transfer programme on AIDS incidence, hospitalisations, and mortality in Brazil: a longitudinal ecological study. Lancet HIV 2022; 9:e690-e699. [PMID: 36179752 PMCID: PMC9577474 DOI: 10.1016/s2352-3018(22)00221-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 07/20/2022] [Accepted: 07/25/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND One of the biggest challenges of the response to the AIDS epidemic is to reach the poorest people. In 2004, Brazil implemented one of the world's largest conditional cash transfer programmes, the Bolsa Família Programme (BFP). We aimed to evaluate the effect of BFP coverage on AIDS incidence, hospitalisations, and mortality in Brazil. METHODS In this longitudinal ecological study, we developed a conceptual framework linking key mechanisms of BFP effects on AIDS indicators and used ecological panel data from 5507 Brazilian municipalities over the period of 2004-18. We used government sources to calculate municipal-level AIDS incidence, hospitalisation, and mortality rates, and used multivariable regressions analyses of panel data with fixed-effects negative binomial models to estimate the effect of BFP coverage, which was classified as low (0-29%), intermediate (30-69%), and high (≥70%), on AIDS indicators, while adjusting for all relevant demographic, socioeconomic, and health-care covariates at the municipal level. FINDINGS Between 2004 and 2018, in the municipalities under study, 601 977 new cases of AIDS were notified, of which 376 772 (62·6%) were in males older than 14 years, 212 465 (35·3%) were in females older than 14 years, and 12 740 (2·1%) were in children aged 14 years or younger. 533 624 HIV/AIDS-related hospitalisations, and 176 868 AIDS-related deaths had been notified. High BFP coverage was associated with reductions in incidence rate ratios of 5·1% (95% CI 0·9-9·1) for AIDS incidence, 14·3% (7·7-20·5) for HIV/AIDS hospitalisations, and 12·0% (5·2-18·4) for AIDS mortality. The effect of the BFP on AIDS indicators was more pronounced in municipalities with higher AIDS endemicity levels, with reductions in incidence rate ratios of 12·7% (95% CI 5·4-19·4) for AIDS incidence, 21·1% (10·7-30·2) for HIV/AIDS hospitalisations, and 14·7% (3·2-24·9) for AIDS-related mortality, and reductions in AIDS incidence of 14·6% (5·9-22·5) in females older than 14 years, 9·7% (1·4-17·3) in males older than 14 years, and 24·5% (0·5-42·7) in children aged 14 years or younger. INTERPRETATION The effect of BFP coverage on AIDS indicators in Brazil could be explained by the reduction of households' poverty and by BFP health-related conditionalities. The protection of the most vulnerable populations through conditional cash transfers could contribute to the reduction of AIDS burden in low-income and middle-income countries. FUNDING US National Institute of Allergy and Infectious Diseases, National Institutes of Health. TRANSLATION For the Portugese translation of the abstract see Supplementary Materials section.
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Affiliation(s)
| | - Laio Magno
- Life Science Department, University of the State of Bahia, Salvador, Brazil
| | - Andrea F Silva
- Collective Health Institute, Federal University of Bahia, Salvador, Brazil
| | | | | | - Luís Eugênio Souza
- Collective Health Institute, Federal University of Bahia, Salvador, Brazil
| | - James Macinko
- UCLA Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, USA
| | - Inês Dourado
- Collective Health Institute, Federal University of Bahia, Salvador, Brazil
| | - Davide Rasella
- Collective Health Institute, Federal University of Bahia, Salvador, Brazil; ISGlobal, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain
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