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Kumar R, Rao D, Sharma A, Phiri J, Zimba M, Phiri M, Zyambo R, Kalo GM, Chilembo L, Kunda PM, Mulubwa C, Ngosa B, Mugwanya KK, Barrington WE, Herce ME, Musheke M. Mixed-methods protocol for the WiSSPr study: Women in Sex work, Stigma and psychosocial barriers to Pre-exposure prophylaxis in Zambia. BMJ Open 2024; 14:e080218. [PMID: 39242170 PMCID: PMC11381648 DOI: 10.1136/bmjopen-2023-080218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/09/2024] Open
Abstract
INTRODUCTION Women engaging in sex work (WESW) have 21 times the risk of HIV acquisition compared with the general population. However, accessing HIV pre-exposure prophylaxis (PrEP) remains challenging, and PrEP initiation and persistence are low due to stigma and related psychosocial factors. The WiSSPr (Women in Sex work, Stigma and PrEP) study aims to (1) estimate the effect of multiple stigmas on PrEP initiation and persistence and (2) qualitatively explore the enablers and barriers to PrEP use for WESW in Lusaka, Zambia. METHODS AND ANALYSIS WiSSPr is a prospective observational cohort study grounded in community-based participatory research principles with a community advisory board (CAB) of key population (KP) civil society organi sations (KP-CSOs) and the Ministry of Health (MoH). We will administer a one-time psychosocial survey vetted by the CAB and follow 300 WESW in the electronic medical record for three months to measure PrEP initiation (#/% ever taking PrEP) and persistence (immediate discontinuation and a medication possession ratio). We will conduct in-depth interviews with a purposive sample of 18 women, including 12 WESW and 6 peer navigators who support routine HIV screening and PrEP delivery, in two community hubs serving KPs since October 2021. We seek to value KP communities as equal contributors to the knowledge production process by actively engaging KP-CSOs throughout the research process. Expected outcomes include quantitative measures of PrEP initiation and persistence among WESW, and qualitative insights into the enablers and barriers to PrEP use informed by participants' lived experiences. ETHICS AND DISSEMINATION WiSSPr was approved by the Institutional Review Boards of the University of Zambia (#3650-2023) and University of North Carolina (#22-3147). Participants must give written informed consent. Findings will be disseminated to the CAB, who will determine how to relay them to the community and stakeholders.
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Affiliation(s)
- Ramya Kumar
- Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
- Epidemiology, University of Washington School of Public Health, Seattle, Washington, USA
| | - Deepa Rao
- University of Washington School of Public Health, Seattle, Washington, USA
| | - Anjali Sharma
- Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | - Jamia Phiri
- Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | | | | | | | | | | | | | - Chama Mulubwa
- Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | - Benard Ngosa
- Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | - Kenneth K Mugwanya
- Epidemiology, Global Health, University of Washington School of Public Health, Seattle, Washington, USA
| | - Wendy E Barrington
- Epidemiology; Child, Family, and Population Health Nursing; Health Systems and Population Health, University of Washington School of Public Health, Seattle, Washington, USA
| | - Michael E Herce
- Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
- Institute for Global Health and Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Maurice Musheke
- Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
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Bansi-Matharu L, Revill P, Taramusi I, Steen R, Chabata ST, Busza J, Mangenah C, Musemburi S, Machingura F, Desmond N, Matambanadzo P, Shahmanesh M, Yekeye R, Mugurungi O, Cowan FM, Hargreaves JR, Phillips AN. The effect on HIV transmission and cost-effectiveness of programmes for female sex workers in East, Central, and Southern Africa: a modelling study. Lancet Glob Health 2024; 12:e1436-e1445. [PMID: 39151979 DOI: 10.1016/s2214-109x(24)00224-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 05/17/2024] [Accepted: 05/23/2024] [Indexed: 08/19/2024]
Abstract
BACKGROUND HIV prevalence and incidence has declined in East, Central, and Southern Africa (ECSA), but remains high among female sex workers (FSWs). Sex worker programmes have the potential to considerably increase access to HIV testing, prevention, and treatment. We aimed to quantify these improvements by modelling the potential effect of sex worker programmes at two different intensities on HIV incidence and key health outcomes, and assessed the programmes' potential cost-effectiveness in order to help inform HIV policy decisions. METHODS Using a model previously used to review policy decisions in ECSA, we assumed a low-intensity sex worker programme had run from 2010 until 2023; this resulted in care disadvantages among FSWs being reduced, and also increased testing, condom use, and willingness to take pre-exposure prophylaxis (PrEP). After 2023, three policy options were considered: discontinuation, continuation, and a scale-up of the programme to high-intensity, which would have a broader reach, and higher influences on condom use, antiretroviral therapy (ART) adherence, testing, and PrEP use. Outputs of the key outcomes (the percentage of FSWs who were diagnosed with HIV, on ART, and virally suppressed; the percentage of FSWs with zero condomless partners, and HIV incidence) were compared in 2030. The maximum cost for a sex worker programme to be cost-effective was calculated over a 50-year time period and in the context of 10 million adults. The cost-effectiveness analysis was conducted from a health-care perspective; costs and disability-adjusted life-years were both discounted to present US$ values at 3% per annum. FINDINGS Compared with continuing a low-intensity sex worker programme until 2030, discontinuation of the programme was calculated to result in a lower percentage of FSWs diagnosed (median 88·75% vs 91·37%; median difference compared to continuation of a low-intensity programme [90% range] 2·03 [-4·49 to 10·98]), a lower percentage of those diagnosed currently taking ART (86·35% vs 88·89%; 2·38 [-3·69 to 13·42]), and a lower percentage of FSWs on ART with viral suppression (87·49% vs 88·96%; 1·17 [-6·81 to 11·53]). Discontinuation of a low-intensity programme also resulted in an increase in HIV incidence among FSWs from 5·06 per 100 person-years (100 p-y; 90% range 0·52 to 22·21) to 4·05 per 100 p-y (0·21 to 21·15). Conversely, comparing a high-intensity sex worker programme until 2030 with discontinuation of the programme resulted in a higher percentage of FSWs diagnosed (median 95·81% vs 88·75; median difference compared to discontinuation [90% range] 6·36 [0·60 to 18·63]), on ART (93·93 vs 86.35%; median difference 7·13 [-0·65 to 26·48]), and with viral suppression (93·21% vs 87·49; median difference 7·13 [-0·65 to 26·48]). A high-intensity programme also resulted in HIV incidence in FSWs declining to 2·23 per 100 p-y (0·00 to 14·44), from 5·06 per 100 p-y (0·52 to 22·21) if the programme was discontinued. In the context of 10 million adults over a 50-year time period and a cost-effectiveness threshold of US$500 per disability-adjusted life-year averted, $34 million per year can be spent for a high-intensity programme to be cost-effective. INTERPRETATION A sex worker programme, even with low-level interventions, has a positive effect on key outputs for FSWs. A high-intensity programme has a considerably higher effect; HIV incidence among FSW and in the general population can be substantially reduced, and should be considered for implementation by policy makers. FUNDING Wellcome Trust.
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Affiliation(s)
| | - Paul Revill
- Centre for Health Economics, University of York, York, UK
| | | | - Richard Steen
- Department of Public Health, Erasmus University, Rotterdam, Netherlands
| | - Sungai T Chabata
- Centre for Sexual Health and HIV AIDS Research (CESHHAR) Zimbabwe, Harare, Zimbabwe
| | - Joanna Busza
- Department of Population Health, London School of Hygiene & Tropical Medicine, London, UK
| | - Collin Mangenah
- Centre for Sexual Health and HIV AIDS Research (CESHHAR) Zimbabwe, Harare, Zimbabwe; International Public Health Department, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Sithembile Musemburi
- Centre for Sexual Health and HIV AIDS Research (CESHHAR) Zimbabwe, Harare, Zimbabwe
| | - Fortunate Machingura
- Centre for Sexual Health and HIV AIDS Research (CESHHAR) Zimbabwe, Harare, Zimbabwe
| | - Nicola Desmond
- International Public Health Department, Liverpool School of Tropical Medicine, Liverpool, UK; Malawi-Liverpool Wellcome Trust Clinical Research Programme, Liverpool School of Tropical Medicine, Blantyre, Malawi
| | | | - Maryam Shahmanesh
- Institute for Global Health, University College London, London, UK; Clinical Research Department, Africa Health Research Institute, Mtubatuba, South Africa
| | | | - Owen Mugurungi
- AIDS and TB Directorate, Ministry of Health and Child Care, Harare, Zimbabwe
| | - Frances M Cowan
- Centre for Sexual Health and HIV AIDS Research (CESHHAR) Zimbabwe, Harare, Zimbabwe; International Public Health Department, Liverpool School of Tropical Medicine, Liverpool, UK
| | - James R Hargreaves
- Department of Population Health, London School of Hygiene & Tropical Medicine, London, UK
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Cowan FM, Musemburi S, Matambanadzo P, Chida P, Steen R, Makandwa R, Chabata ST, Takura A, Sheets A, Yekeye R, Mugurungi O, Hensen B, Busza J, Hargreaves JR. Using a Programme Science approach to substantially reduce the risk of HIV transmission and acquisition in sex transactions among female sex workers in Zimbabwe. J Int AIDS Soc 2024; 27 Suppl 2:e26262. [PMID: 38988032 PMCID: PMC11236902 DOI: 10.1002/jia2.26262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 04/19/2024] [Indexed: 07/12/2024] Open
Abstract
INTRODUCTION We used a Programme Science platform, to generate evidence to support the implementation of programmes for sex workers in Africa. Female sex workers are estimated to make up 1.6% (1.3%-1.8%) of the population of women aged 15-49 years in Zimbabwe. We highlight how programme science can be used to help distinguish between when, where and with whom programmes need to be implemented and discuss two case studies that exemplify implementing better (Case study 1 (1 June 2019-30 June 2021) Optimizing implementation of a risk differentiated microplanning intervention) and implementing differently (Case study 2 (1 October 2016-30 September 2022) Reorientating implementation of DREAMS for young women selling sex). METHODS Zimbabwe's nationally scaled programme for sex workers was established in 2009 in partnership with sex workers to provide comprehensive services for sex workers and generate evidence for programme design, implementation and scale up. Since inception, comprehensive data have been collected from all sex workers seeking services. As the scope of service provision has expanded so has the scope of data collection and analysis. At enrolment, sex workers are assigned an alphanumeric unique identifier which links consultations within and across programme sites. We conduct descriptive analyses of the Key Population (KP) programme data to guide programme implementation and redesign, embedding programmatic qualitative enquiry as required. RESULTS Two case studies describing different approaches to programme optimization are presented. In the first, an optimization exercise was used to strengthen programme implementation ensuring that the KP programme got back on track after SARS-COV-2. In the second, an in-depth review of research and programme data led to a re-orientation of the DREAMS programme to ensure that young women at the highest risk of HIV acquisition were enrolled and had access to DREAMS social support interventions in turn strengthening their uptake of HIV prevention. CONCLUSIONS Optimizing and sustaining HIV care and treatment programmes requires effective delivery with sufficient scale and intensity for population impact. Our programme science approach guided the scale up of the KP programme in Zimbabwe, providing evidence to support strategy, implementation and ongoing management, and importantly helping us distinguish between when we needed to just implement, implement better or implement differently.
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Affiliation(s)
- Frances M Cowan
- Liverpool School of Tropical Medicine, Liverpool, UK
- Centre for Sexual Health and HIV AIDS Research Zimbabwe, Harare, Zimbabwe
| | | | | | - Phillip Chida
- Centre for Sexual Health and HIV AIDS Research Zimbabwe, Harare, Zimbabwe
| | - Richard Steen
- Liverpool School of Tropical Medicine, Liverpool, UK
| | - Rumbidzo Makandwa
- Centre for Sexual Health and HIV AIDS Research Zimbabwe, Harare, Zimbabwe
| | - Sungai T Chabata
- Centre for Sexual Health and HIV AIDS Research Zimbabwe, Harare, Zimbabwe
| | - Albert Takura
- Centre for Sexual Health and HIV AIDS Research Zimbabwe, Harare, Zimbabwe
| | - Amber Sheets
- Population Services International, Washington, DC, USA
| | | | | | | | - Joanna Busza
- London School of Hygiene and Tropical Medicine, London, UK
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Korenromp EL, Sabin K, Stover J, Brown T, Johnson LF, Martin-Hughes R, ten Brink D, Teng Y, Stevens O, Silhol R, Arias-Garcia S, Kimani J, Glaubius R, Vickerman P, Mahy M. New HIV Infections Among Key Populations and Their Partners in 2010 and 2022, by World Region: A Multisources Estimation. J Acquir Immune Defic Syndr 2024; 95:e34-e45. [PMID: 38180737 PMCID: PMC10769164 DOI: 10.1097/qai.0000000000003340] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2024]
Abstract
BACKGROUND Previously, The Joint United Nations Programme on HIV/AIDS estimated proportions of adult new HIV infections among key populations (KPs) in the last calendar year, globally and in 8 regions. We refined and updated these, for 2010 and 2022, using country-level trend models informed by national data. METHODS Infections among 15-49 year olds were estimated for sex workers (SWs), male clients of female SW, men who have sex with men (MSM), people who inject drugs (PWID), transgender women (TGW), and non-KP sex partners of these groups. Transmission models used were Goals (71 countries), AIDS Epidemic Model (13 Asian countries), Optima (9 European and Central Asian countries), and Thembisa (South Africa). Statistical Estimation and Projection Package fits were used for 15 countries. For 40 countries, new infections in 1 or more KPs were approximated from first-time diagnoses by the mode of transmission. Infection proportions among nonclient partners came from Goals, Optima, AIDS Epidemic Model, and Thembisa. For remaining countries and groups not represented in models, median proportions by KP were extrapolated from countries modeled within the same region. RESULTS Across 172 countries, estimated proportions of new adult infections in 2010 and 2022 were both 7.7% for SW, 11% and 20% for MSM, 0.72% and 1.1% for TGW, 6.8% and 8.0% for PWID, 12% and 10% for clients, and 5.3% and 8.2% for nonclient partners. In sub-Saharan Africa, proportions of new HIV infections decreased among SW, clients, and non-KP partners but increased for PWID; elsewhere these groups' 2010-to-2022 differences were opposite. For MSM and TGW, the proportions increased across all regions. CONCLUSIONS KPs continue to have disproportionately high HIV incidence.
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Affiliation(s)
- Eline L. Korenromp
- Data for Impact Department, The Joint United Nations Program on HIV/AIDS (UNAIDS), Geneva, Switzerland
| | - Keith Sabin
- Data for Impact Department, The Joint United Nations Program on HIV/AIDS (UNAIDS), Geneva, Switzerland
| | - John Stover
- Center for Modeling, Planning and Policy Analysis, Avenir Health, Glastonbury, CT
| | - Tim Brown
- Research Program, East-West Center, Honolulu, HI
| | - Leigh F. Johnson
- Centre for Infectious Disease Epidemiology and Research, University of Cape Town, Cape Town, South Africa
| | - Rowan Martin-Hughes
- Macfarlane Burnet Institute for Medical Research and Public Health, Melbourne, Australia
| | - Debra ten Brink
- Macfarlane Burnet Institute for Medical Research and Public Health, Melbourne, Australia
| | - Yu Teng
- Center for Modeling, Planning and Policy Analysis, Avenir Health, Glastonbury, CT
| | - Oliver Stevens
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom
| | - Romain Silhol
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom
- HIV Prevention Trials Network Modelling Centre, Imperial College London, London, United Kingdom
| | - Sonia Arias-Garcia
- Data for Impact Department, The Joint United Nations Program on HIV/AIDS (UNAIDS), Geneva, Switzerland
| | - Joshua Kimani
- Partners for Health and Development in Africa, Nairobi, Kenya
- University of Nairobi, Nairobi, Kenya; and
| | - Robert Glaubius
- Center for Modeling, Planning and Policy Analysis, Avenir Health, Glastonbury, CT
| | - Peter Vickerman
- Population Health Sciences, University of Bristol, Bristol, United Kingdom
| | - Mary Mahy
- Data for Impact Department, The Joint United Nations Program on HIV/AIDS (UNAIDS), Geneva, Switzerland
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Jones HS, Hensen B, Musemburi S, Chinyanganya L, Takaruza A, Chabata ST, Matambanadzo P, Platt L, Rice B, Cowan FM, Hargreaves JR. Temporal trends in, and risk factors for, HIV seroconversion among female sex workers accessing Zimbabwe's national sex worker programme, 2009-19: a retrospective cohort analysis of routinely collected HIV testing data. Lancet HIV 2023; 10:e442-e452. [PMID: 37329897 DOI: 10.1016/s2352-3018(23)00110-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Revised: 04/25/2023] [Accepted: 05/02/2023] [Indexed: 06/19/2023]
Abstract
BACKGROUND The frequency of new HIV infections among female sex workers in sub-Saharan Africa is poorly understood. We used routinely collected data that enable unique identification of repeat HIV testers to assess temporal trends in seroconversion and identify associated risk factors for female sex workers accessing Sisters with a Voice, Zimbabwe's national sex worker programme. METHODS We pooled HIV testing data gathered between Sept 15, 2009, and Dec 31, 2019, from 36 Sisters programme sites in Zimbabwe. We included female sex workers aged 16 years or older with an HIV-negative test and at least one subsequent programme test. We calculated HIV seroconversion rates (using the midpoint between the HIV-positive test and the last negative test as the seroconversion date) and estimated rate ratios to compare 2-year periods by using Poisson regression, with robust SEs to account for clustering by site and adjusting for age and testing frequency to assess temporal trends. We did sensitivity analyses to explore assumptions about seroconversion dates and the effects of variation in follow-up time on our conclusions. FINDINGS Our analysis included data for 6665 female sex workers, 441 (7%) of whom seroconverted. The overall seroconversion rate was 3·8 (95% CI 3·4-4·2) per 100 person-years at risk. Seroconversion rates fell with time since first negative HIV test. After adjustment, there was evidence of a decrease in seroconversion rates from 2009 to 2019 (p=0·0053). In adjusted analyses, being younger than 25 years, and having a sexually transmitted infection diagnosis at a previous visit, were significantly associated with increased seroconversion rates. Our findings were mostly robust to sensitivity analyses, but when 1 month before an HIV-positive test was used as the seroconversion date, seroconversion rates no longer fell with time. INTERPRETATION We identified high rates of seroconversion shortly after linkage to programme services, which emphasises the need to strengthen HIV prevention programmes from first contact with female sex workers in Zimbabwe. New infections among female sex workers remain challenging to measure, but longitudinal analysis of routine testing data can provide valuable insights into seroconversion rates and associated risk factors. FUNDING UN Population Fund, Deutsche Gesellschaft für Internationale Zusammenarbeit, the Bill & Melinda Gates Foundation, The Global Fund to Fight AIDS, Tuberculosis and Malaria, US President's Emergency Plan for AIDS Relief, US Agency for International Development, and the Elton John AIDS Foundation.
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Affiliation(s)
- Harriet S Jones
- Faculty of Public Health and Policy, London School of Hygiene & Tropical Medicine, London, UK.
| | - Bernadette Hensen
- Sexual and Reproductive Health Group, Department of Public Health, Institute of Tropical Medicine, Antwerp, Belgium
| | | | | | - Albert Takaruza
- Centre for Sexual Health and HIV/AIDS Research Zimbabwe, Harare, Zimbabwe
| | - Sungai T Chabata
- Centre for Sexual Health and HIV/AIDS Research Zimbabwe, Harare, Zimbabwe
| | | | - Lucy Platt
- Faculty of Public Health and Policy, London School of Hygiene & Tropical Medicine, London, UK
| | - Brian Rice
- University of Sheffield, School of Health and Related Research, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Frances M Cowan
- Centre for Sexual Health and HIV/AIDS Research Zimbabwe, Harare, Zimbabwe; Faculty of Global Health, Liverpool School of Tropical Medicine, Liverpool, UK
| | - James R Hargreaves
- Faculty of Public Health and Policy, London School of Hygiene & Tropical Medicine, London, UK
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Bhattacharjee P, Musau A, Manguro G, Ongwen P, Mutegi J, Kioko J, Lazarus L, Isac S, Musyoki H, Hontelez J, Were D. HIV prevention programme with young women who sell sex in Mombasa, Kenya: learnings for scale-up. J Int AIDS Soc 2022; 25:e25969. [PMID: 36028893 PMCID: PMC9418418 DOI: 10.1002/jia2.25969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Accepted: 07/06/2022] [Indexed: 11/11/2022] Open
Abstract
INTRODUCTION In 2018, the National AIDS and sexually transmitted infection (STI) Control Programme developed a national guidelines to facilitate the inclusion of young women who sell sex (YWSS) in the HIV prevention response in Kenya. Following that, a 1-year pilot intervention, where a package of structural, behavioural and biomedical services was provided to 1376 cisgender YWSS to address their HIV-related risk and vulnerability, was implemented. METHODS Through a mixed-methods, pre/post study design, we assessed the effectiveness of the pilot, and elucidated implementation lessons learnt. The three data sources used included: (1) monthly routine programme monitoring data collected between October 2019 and September 2020 to assess the reach and coverage; (2) two polling booth surveys, conducted before and after implementation, to determine the effectiveness; and (3) focus group discussions and key informant interviews conducted before and after intervention to assess the feasibility of the intervention. Descriptive analysis was performed to produce proportions and comparative statistics. RESULTS During the intervention, 1376 YWSS were registered in the programme, 28% were below 19 years of age and 88% of the registered YWSS were active in the last month of intervention. In the survey, respondents reported increases in HIV-related knowledge (61.7% vs. 90%, p <0.001), ever usage of pre-exposure prophylaxis (8.5% vs. 32.2%, p < 0.001); current usage of pre-exposure prophylaxis (5.3% vs. 21.1%, p<0.002); ever testing for HIV (87.2% vs. 95.6%, p <0.04) and any clinic visit (35.1 vs. 61.1, p <0.001). However, increase in harassment by family (11.7% vs. 23.3%, p<0.04) and discrimination at educational institutions (5.3% vs. 14.4%, p<0.04) was also reported. In qualitative assessment, respondents reported early signs of success, and identified missed opportunities and made recommendations for scale-up. CONCLUSIONS Our intervention successfully rolled out HIV prevention services for YWSS in Mombasa, Kenya, and demonstrated that programming for YWSS is feasible and can effectively be done through YWSS peer-led combination prevention approaches. However, while reported uptake of treatment and prevention services increased, there was also an increase in reported harassment and discrimination requiring further attention. Lessons learnt from the pilot intervention can inform replication and scale-up of such interventions in Kenya.
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Affiliation(s)
- Parinita Bhattacharjee
- Institute for Global Public HealthUniversity of ManitobaWinnipegCanada
- Partners for Health and Development in AfricaNairobiKenya
| | | | | | | | | | - Japheth Kioko
- Partners for Health and Development in AfricaNairobiKenya
| | - Lisa Lazarus
- Institute for Global Public HealthUniversity of ManitobaWinnipegCanada
| | - Shajy Isac
- Institute for Global Public HealthUniversity of ManitobaWinnipegCanada
| | - Helgar Musyoki
- National AIDS and STI Control ProgrammeMinistry of HealthNairobiKenya
| | - Jan Hontelez
- Department of Public HealthErasmus MCRotterdamNetherlands
- Heidelberg Institute of Global HealthHeidelberg UniversityHeidelbergGermany
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Oliva G, Schlueter M, Munetomo M, Scala A. Dynamical intervention planning against COVID-19-like epidemics. PLoS One 2022; 17:e0269830. [PMID: 35700170 PMCID: PMC9197046 DOI: 10.1371/journal.pone.0269830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 05/30/2022] [Indexed: 11/28/2022] Open
Abstract
COVID-19 has got us to face a new situation where, for the lack of ready-to-use vaccines, it is necessary to support vaccination with complex non-pharmaceutical strategies. In this paper, we provide a novel Mixed Integer Nonlinear Programming formulation for fine-grained optimal intervention planning (i.e., at the level of the single day) against newborn epidemics like COVID-19, where a modified SIR model accounting for heterogeneous population classes, social distancing and several types of vaccines (each with its efficacy and delayed effects), allows us to plan an optimal mixed strategy (both pharmaceutical and non-pharmaceutical) that takes into account both the vaccine availability in limited batches at selected time instants and the need for second doses while keeping hospitalizations and intensive care occupancy below a threshold and requiring that new infections die out at the end of the planning horizon. In order to show the effectiveness of the proposed formulation, we analyze a case study for Italy with realistic parameters.
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Affiliation(s)
- Gabriele Oliva
- Unit of Automatic Control, Department of Engineering, Università Campus Bio-Medico di Roma, Rome, Italy
| | - Martin Schlueter
- Information Initiative Center, Hokkaido University, Sapporo, Japan
| | | | - Antonio Scala
- CNR-ISC, Applico Lab, Roma, Italy
- Centro Ricerche Enrico Fermi, Roma, Italy
- Big Data in Health Society, Roma, Italy
- Global Health Security Agenda - GHSA, Roma, Italy
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Fraser H, Borquez A, Stone J, Abramovitz D, Brouwer KC, Goodman-Meza D, Hickman M, Patterson TL, Silverman J, Smith L, Strathdee SA, Martin NK, Vickerman P. Overlapping Key Populations and HIV Transmission in Tijuana, Mexico: A Modelling Analysis of Epidemic Drivers. AIDS Behav 2021; 25:3814-3827. [PMID: 34216285 PMCID: PMC8560668 DOI: 10.1007/s10461-021-03361-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/20/2021] [Indexed: 12/18/2022]
Abstract
Tijuana, Mexico, has a concentrated HIV epidemic among overlapping key populations (KPs) including people who inject drugs (PWID), female sex workers (FSW), their male clients, and men who have sex with men (MSM). We developed a dynamic HIV transmission model among these KPs to determine the extent to which their unmet prevention and treatment needs is driving HIV transmission. Over 2020-2029 we estimated the proportion of new infections acquired in each KP, and the proportion due to their unprotected risk behaviours. We estimate that 43.7% and 55.3% of new infections are among MSM and PWID, respectively, with FSW and their clients making-up < 10% of new infections. Projections suggest 93.8% of new infections over 2020-2029 will be due to unprotected sex between MSM or unsafe injecting drug use. Prioritizing interventions addressing sexual and injecting risks among MSM and PWID are critical to controlling HIV in Tijuana.
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Affiliation(s)
- Hannah Fraser
- Oakfield House, Population Health Sciences - Bristol Medical School, University of Bristol, Bristol, BS8 2BN, UK.
| | - Annick Borquez
- School of Medicine, University of California San Diego, San Diego, USA
| | - Jack Stone
- Oakfield House, Population Health Sciences - Bristol Medical School, University of Bristol, Bristol, BS8 2BN, UK
| | | | | | - David Goodman-Meza
- David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Matthew Hickman
- Oakfield House, Population Health Sciences - Bristol Medical School, University of Bristol, Bristol, BS8 2BN, UK
| | | | - Jay Silverman
- School of Medicine, University of California San Diego, San Diego, USA
| | - Laramie Smith
- School of Medicine, University of California San Diego, San Diego, USA
| | | | - Natasha K Martin
- Oakfield House, Population Health Sciences - Bristol Medical School, University of Bristol, Bristol, BS8 2BN, UK
- School of Medicine, University of California San Diego, San Diego, USA
| | - Peter Vickerman
- Oakfield House, Population Health Sciences - Bristol Medical School, University of Bristol, Bristol, BS8 2BN, UK.
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Pickles M, Cori A, Probert WJM, Sauter R, Hinch R, Fidler S, Ayles H, Bock P, Donnell D, Wilson E, Piwowar-Manning E, Floyd S, Hayes RJ, Fraser C. PopART-IBM, a highly efficient stochastic individual-based simulation model of generalised HIV epidemics developed in the context of the HPTN 071 (PopART) trial. PLoS Comput Biol 2021; 17:e1009301. [PMID: 34473700 PMCID: PMC8478209 DOI: 10.1371/journal.pcbi.1009301] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 09/28/2021] [Accepted: 07/22/2021] [Indexed: 11/23/2022] Open
Abstract
Mathematical models are powerful tools in HIV epidemiology, producing quantitative projections of key indicators such as HIV incidence and prevalence. In order to improve the accuracy of predictions, such models need to incorporate a number of behavioural and biological heterogeneities, especially those related to the sexual network within which HIV transmission occurs. An individual-based model, which explicitly models sexual partnerships, is thus often the most natural type of model to choose. In this paper we present PopART-IBM, a computationally efficient individual-based model capable of simulating 50 years of an HIV epidemic in a large, high-prevalence community in under a minute. We show how the model calibrates within a Bayesian inference framework to detailed age- and sex-stratified data from multiple sources on HIV prevalence, awareness of HIV status, ART status, and viral suppression for an HPTN 071 (PopART) study community in Zambia, and present future projections of HIV prevalence and incidence for this community in the absence of trial intervention. In this paper we present PopART-IBM, an individual-based model used to simulate HIV transmission in communities in high prevalence settings. We show that PopART-IBM can simulate transmission over a span of decades in a large community in less than a minute. This computational efficiency allows us to calibrate the model within an inference framework, and we show an illustrative example of calibration using an adaptive population Monte Carlo Approximate Bayesian Computation algorithm for a community in Zambia that was part of the HPTN-071 (PopART) trial. We compare the detailed model output to real-world data collected during the trial from this community. Finally, we project how the HIV epidemic would have changed over time in this community if no intervention from the trial had occurred.
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Affiliation(s)
- Michael Pickles
- Medical Research Council Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom
- * E-mail:
| | - Anne Cori
- Medical Research Council Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom
| | - William J. M. Probert
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Rafael Sauter
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Robert Hinch
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Sarah Fidler
- Department of Infectious Disease, Imperial College London, London, United Kingdom
- Imperial College NIHR BRC, London, United Kingdom
| | - Helen Ayles
- Zambart, School of Public Health, University of Zambia, Ridgeway Campus, Lusaka, Zambia
- Department of Clinical Research, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Peter Bock
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
| | - Deborah Donnell
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
| | - Ethan Wilson
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
| | - Estelle Piwowar-Manning
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland United States of America
| | - Sian Floyd
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Richard J. Hayes
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Christophe Fraser
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
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10
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Population size estimation of seasonal forest-going populations in southern Lao PDR. Sci Rep 2021; 11:14816. [PMID: 34285321 PMCID: PMC8292394 DOI: 10.1038/s41598-021-94413-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 06/02/2021] [Indexed: 11/09/2022] Open
Abstract
Forest-going populations are key to malaria transmission in the Greater Mekong Sub-region (GMS) and are therefore targeted for elimination efforts. Estimating the size of this population is essential for programs to assess, track and achieve their elimination goals. Leveraging data from three cross-sectional household surveys and one survey among forest-goers, the size of this high-risk population in a southern province of Lao PDR between December 2017 and November 2018 was estimated by two methods: population-based household surveys and capture-recapture. During the first month of the dry season, the first month of the rainy season, and the last month of the rainy season, respectively, 16.2% [14.7; 17.7], 9.3% [7.2; 11.3], and 5.3% [4.4; 6.1] of the adult population were estimated to have engaged in forest-going activities. The capture-recapture method estimated a total population size of 18,426 [16,529; 20,669] forest-goers, meaning 61.0% [54.2; 67.9] of the adult population had engaged in forest-going activities over the 12-month study period. This study demonstrates two methods for population size estimation to inform malaria research and programming. The seasonality and turnover within this forest-going population provide unique opportunities and challenges for control programs across the GMS as they work towards malaria elimination.
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Mishra S, Silhol R, Knight J, Phaswana‐Mafuya R, Diouf D, Wang L, Schwartz S, Boily M, Baral S. Estimating the epidemic consequences of HIV prevention gaps among key populations. J Int AIDS Soc 2021; 24 Suppl 3:e25739. [PMID: 34189863 PMCID: PMC8242976 DOI: 10.1002/jia2.25739] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 04/22/2021] [Accepted: 04/28/2021] [Indexed: 11/07/2022] Open
Abstract
INTRODUCTION HIV epidemic appraisals are used to characterize heterogeneity and inequities in the context of the HIV pandemic and the response. However, classic measures used in appraisals have been shown to underestimate disproportionate risks of onward transmission, particularly among key populations. In response, a growing number of modelling studies have quantified the consequences of unmet prevention and treatment needs (prevention gaps) among key populations as a transmission population attributable fraction over time (tPAFt ). To aid its interpretation and use by programme implementers and policy makers, we outline and discuss a conceptual framework for understanding and estimating the tPAFt via transmission modelling as a measure of onward transmission risk from HIV prevention gaps; and discuss properties of the tPAFt . DISCUSSION The distribution of onward transmission risks may be defined by who is at disproportionate risk of onward transmission, and under which conditions. The latter reflects prevention gaps, including secondary prevention via treatment: the epidemic consequences of which may be quantified by the tPAFt . Steps to estimating the tPAFt include parameterizing the acquisition and onward transmission risks experienced by the subgroup of interest, defining the most relevant counterfactual scenario, and articulating the time-horizon of analyses and population among whom to estimate the relative difference in cumulative transmissions; such steps could reflect programme-relevant questions about onward transmission risks. Key properties of the tPAFt include larger onward transmission risks over longer time-horizons; seemingly mutually exclusive tPAFt measures summing to greater than 100%; an opportunity to quantify the magnitude of disproportionate onward transmission risks with a per-capita tPAFt ; and that estimates are conditional on what has been achieved so far in reducing prevention gaps and maintaining those conditions moving forward as the status quo. CONCLUSIONS The next generation of HIV epidemic appraisals has the potential to support a more specific HIV response by characterizing heterogeneity in disproportionate risks of onward transmission which are defined and conditioned on the past, current and future prevention gaps across subsets of the population.
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Affiliation(s)
- Sharmistha Mishra
- Department of MedicineUniversity of TorontoTorontoONCanada
- Institute of Medical SciencesUniversity of TorontoTorontoONCanada
- Institute of Health Policy, Management and EvaluationUniversity of TorontoTorontoOnCanada
- Li Ka Shing Knowledge InstituteSt. Michael’s HospitalUnity Health TorontoTorontoONCanada
| | - Romain Silhol
- MRC Centre for Global Infectious Disease AnalysisSchool of Public HealthImperial College LondonLondonUnited Kingdom
| | - Jesse Knight
- Institute of Medical SciencesUniversity of TorontoTorontoONCanada
- Li Ka Shing Knowledge InstituteSt. Michael’s HospitalUnity Health TorontoTorontoONCanada
| | | | | | - Linwei Wang
- Li Ka Shing Knowledge InstituteSt. Michael’s HospitalUnity Health TorontoTorontoONCanada
| | - Sheree Schwartz
- Department of EpidemiologyJohns Hopkins School of Public HealthBaltimoreMDUSA
| | - Marie‐Claude Boily
- MRC Centre for Global Infectious Disease AnalysisSchool of Public HealthImperial College LondonLondonUnited Kingdom
| | - Stefan Baral
- Department of EpidemiologyJohns Hopkins School of Public HealthBaltimoreMDUSA
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12
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Long LC, Rosen S, Nichols B, Larson BA, Ndlovu N, Meyer‐Rath G. Getting resources to those who need them: the evidence we need to budget for underserved populations in sub-Saharan Africa. J Int AIDS Soc 2021; 24 Suppl 3:e25707. [PMID: 34189873 PMCID: PMC8242975 DOI: 10.1002/jia2.25707] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 03/17/2021] [Accepted: 03/23/2021] [Indexed: 11/09/2022] Open
Abstract
INTRODUCTION In recent years, many countries have adopted evidence-based budgeting (EBB) to encourage the best use of limited and decreasing HIV resources. The lack of data and evidence for hard to reach, marginalized and vulnerable populations could cause EBB to further disadvantage those who are already underserved and who carry a disproportionate HIV burden (USDB). We outline the critical data required to use EBB to support USDB people in the context of the generalized epidemics of sub-Saharan Africa (SSA). DISCUSSION To be considered in an EBB cycle, an intervention needs at a minimum to have an estimate of a) the average cost, typically per recipient of the intervention; b) the effectiveness of the intervention and c) the size of the intervention target population. The methods commonly used for general populations are not sufficient for generating valid estimates for USDB populations. USDB populations may require additional resources to learn about, access, and/or successfully participate in an intervention, increasing the cost per recipient. USDB populations may experience different health outcomes and/or other benefits than in general populations, influencing the effectiveness of the interventions. Finally, USDB population size estimation is critical for accurate programming but is difficult to obtain with almost no national estimates for countries in SSA. We explain these limitations and make recommendations for addressing them. CONCLUSIONS EBB is a strong tool to achieve efficient allocation of resources, but in SSA the evidence necessary for USDB populations may be lacking. Rather than excluding USDB populations from the budgeting process, more should be invested in understanding the needs of these populations.
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Affiliation(s)
- Lawrence C Long
- Department of Global HealthSchool of Public HealthBoston UniversityBostonMAUSA
- Department of Internal MedicineSchool of Clinical MedicineFaculty of Health SciencesUniversity of WitwatersrandJohannesburgSouth Africa
- Health Economics and Epidemiology Research OfficeWits Health ConsortiumJohannesburgSouth Africa
| | - Sydney Rosen
- Department of Global HealthSchool of Public HealthBoston UniversityBostonMAUSA
- Department of Internal MedicineSchool of Clinical MedicineFaculty of Health SciencesUniversity of WitwatersrandJohannesburgSouth Africa
- Health Economics and Epidemiology Research OfficeWits Health ConsortiumJohannesburgSouth Africa
| | - Brooke Nichols
- Department of Global HealthSchool of Public HealthBoston UniversityBostonMAUSA
- Department of Internal MedicineSchool of Clinical MedicineFaculty of Health SciencesUniversity of WitwatersrandJohannesburgSouth Africa
- Health Economics and Epidemiology Research OfficeWits Health ConsortiumJohannesburgSouth Africa
| | - Bruce A Larson
- Department of Global HealthSchool of Public HealthBoston UniversityBostonMAUSA
- Department of Internal MedicineSchool of Clinical MedicineFaculty of Health SciencesUniversity of WitwatersrandJohannesburgSouth Africa
- Health Economics and Epidemiology Research OfficeWits Health ConsortiumJohannesburgSouth Africa
| | - Nhlanhla Ndlovu
- Centre for Economic Governance and Accountability in Africa (CEGAA)PietermaritzburgSouth Africa
| | - Gesine Meyer‐Rath
- Department of Global HealthSchool of Public HealthBoston UniversityBostonMAUSA
- Department of Internal MedicineSchool of Clinical MedicineFaculty of Health SciencesUniversity of WitwatersrandJohannesburgSouth Africa
- Health Economics and Epidemiology Research OfficeWits Health ConsortiumJohannesburgSouth Africa
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13
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Stone J, Mukandavire C, Boily M, Fraser H, Mishra S, Schwartz S, Rao A, Looker KJ, Quaife M, Terris‐Prestholt F, Marr A, Lane T, Coetzee J, Gray G, Otwombe K, Milovanovic M, Hausler H, Young K, Mcingana M, Ncedani M, Puren A, Hunt G, Kose Z, Phaswana‐Mafuya N, Baral S, Vickerman P. Estimating the contribution of key populations towards HIV transmission in South Africa. J Int AIDS Soc 2021; 24:e25650. [PMID: 33533115 PMCID: PMC7855076 DOI: 10.1002/jia2.25650] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 10/26/2020] [Accepted: 11/12/2020] [Indexed: 12/21/2022] Open
Abstract
INTRODUCTION In generalized epidemic settings, there is insufficient understanding of how the unmet HIV prevention and treatment needs of key populations (KPs), such as female sex workers (FSWs) and men who have sex with men (MSM), contribute to HIV transmission. In such settings, it is typically assumed that HIV transmission is driven by the general population. We estimated the contribution of commercial sex, sex between men, and other heterosexual partnerships to HIV transmission in South Africa (SA). METHODS We developed the "Key-Pop Model"; a dynamic transmission model of HIV among FSWs, their clients, MSM, and the broader population in SA. The model was parameterized and calibrated using demographic, behavioural and epidemiological data from national household surveys and KP surveys. We estimated the contribution of commercial sex, sex between men and sex among heterosexual partnerships of different sub-groups to HIV transmission over 2010 to 2019. We also estimated the efficiency (HIV infections averted per person-year of intervention) and prevented fraction (% IA) over 10-years from scaling-up ART (to 81% coverage) in different sub-populations from 2020. RESULTS Sex between FSWs and their paying clients, and between clients with their non-paying partners contributed 6.9% (95% credibility interval 4.5% to 9.3%) and 41.9% (35.1% to 53.2%) of new HIV infections in SA over 2010 to 2019 respectively. Sex between low-risk groups contributed 59.7% (47.6% to 68.5%), sex between men contributed 5.3% (2.3% to 14.1%) and sex between MSM and their female partners contributed 3.7% (1.6% to 9.8%). Going forward, the largest population-level impact on HIV transmission can be achieved from scaling up ART to clients of FSWs (% IA = 18.2% (14.0% to 24.4%) or low-risk individuals (% IA = 20.6% (14.7 to 27.5) over 2020 to 2030), with ART scale-up among KPs being most efficient. CONCLUSIONS Clients of FSWs play a fundamental role in HIV transmission in SA. Addressing the HIV prevention and treatment needs of KPs in generalized HIV epidemics is central to a comprehensive HIV response.
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Affiliation(s)
- Jack Stone
- Population Health SciencesUniversity of BristolBristolUnited Kingdom
| | - Christinah Mukandavire
- Department of Infectious Disease EpidemiologyLondon School of Hygiene and Tropical MedicineLondonUnited Kingdom
| | - Marie‐Claude Boily
- Department of Infectious Disease EpidemiologyImperial CollegeLondonUnited Kingdom
| | - Hannah Fraser
- Population Health SciencesUniversity of BristolBristolUnited Kingdom
| | | | - Sheree Schwartz
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMDUSA
| | - Amrita Rao
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMDUSA
| | | | - Matthew Quaife
- London School of Hygiene and Tropical MedicineLondonUnited Kingdom
| | | | - Alexander Marr
- University of California San FranciscoSan FranciscoCAUSA
| | - Tim Lane
- Equal InternationalWashingtonDCUSA
| | - Jenny Coetzee
- Perinatal HIV Research UnitFaculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
- South African Medical Research CouncilCape TownSouth Africa
| | - Glenda Gray
- South African Medical Research CouncilCape TownSouth Africa
| | - Kennedy Otwombe
- Perinatal HIV Research UnitFaculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
| | - Minja Milovanovic
- Perinatal HIV Research UnitFaculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
| | | | | | | | | | - Adrian Puren
- National Institute of Communicable DiseasesJohannesburgSouth Africa
| | - Gillian Hunt
- National Institute of Communicable DiseasesJohannesburgSouth Africa
| | - Zamakayise Kose
- Research and Innovation OfficeNorth West UniversityPotchefstroomSouth Africa
| | | | - Stefan Baral
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMDUSA
| | - Peter Vickerman
- Population Health SciencesUniversity of BristolBristolUnited Kingdom
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14
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Cowan FM, Chabata ST, Musemburi S, Fearon E, Davey C, Ndori-Mharadze T, Bansi-Matharu L, Cambiano V, Steen R, Busza J, Yekeye R, Mugurungi O, Hargreaves JR, Phillips AN. Strengthening the scale-up and uptake of effective interventions for sex workers for population impact in Zimbabwe. J Int AIDS Soc 2020; 22 Suppl 4:e25320. [PMID: 31328445 PMCID: PMC6643097 DOI: 10.1002/jia2.25320] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Accepted: 05/13/2019] [Indexed: 12/02/2022] Open
Abstract
Introduction UNAIDS’ goal of ending AIDS by 2030 is unreachable without better targeting of testing, prevention and care. Female sex workers (FSW) in Zimbabwe are at high risk of HIV acquisition and transmission. Here, we report on collated programme and research data from Zimbabwe's national sex work programme. We also assess the potential for wider population impact of FSW programmes by modelling the impact on HIV incidence of eliminating transmission through FSW (i.e. calculate the population attributable fraction of incidence attributable to sex work). Methods Descriptive analyses of individual‐level programme data collected from FSW between 2009 and June 2018 are triangulated with data collected through 37 respondent driven sampling surveys from 19 sites in Zimbabwe 2011 to 2017. We describe programme coverage, uptake, retention and patterns of sex work behaviour and gaps in service provision. An individual‐level stochastic simulation model is used to reconstruct the epidemic and then the incidence compared with the counter‐factual trend in incidence from 2010 had transmission through sex work been eliminated from that date. Results Sisters has reached >67,000 FSW since 2009, increasing attendance as number of sites, programme staff and peer educators were increased. Over 57% of all FSW estimated to be working in Zimbabwe in 2017 (n = 40,000) attended the programme at least once. The proportion of young FSW reached has increased with introduction of the “Young Sisters programme.” There are no clear differences in pattern of sex work across settings. Almost all women report condom use with clients at last sex (95%); however, consistent condom use with clients in the last month varies from 52% to 95% by site. Knowledge of HIV‐positive status has increased from 48 to 78% between 2011 and 2016, as has prevalence of ART use among diagnosed women (29 to 67%). Although subject to uncertainty, modelling suggests that 70% (90% range: 32%, 93%) of all new infections in Zimbabwe from 2010 are directly or indirectly attributable to transmission via sex work. Conclusions It is feasible to increase coverage and impact of sex work programming through community‐led scale‐up of evidence‐based interventions. Eliminating transmission through commercial sex would likely have a substantial impact on new infections occurring more widely across Zimbabwe.
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Affiliation(s)
- Frances M Cowan
- Department of International Public Health, Liverpool School of Medicine, Liverpool, United Kingdom.,Centre for Sexual Health and HIV AIDS Research (CSHHAR) Zimbabwe, Harare, Zimbabwe
| | - Sungai T Chabata
- Centre for Sexual Health and HIV AIDS Research (CSHHAR) Zimbabwe, Harare, Zimbabwe
| | - Sithembile Musemburi
- Centre for Sexual Health and HIV AIDS Research (CSHHAR) Zimbabwe, Harare, Zimbabwe
| | - Elizabeth Fearon
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Calum Davey
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | | | | | - Valentina Cambiano
- Institute for Global Health, University College London, London, United Kingdom
| | - Richard Steen
- Department of Public Health, Erasmus University, Rotterdam, The Netherlands
| | - Joanna Busza
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | | | - Owen Mugurungi
- AIDS and TB Directorate, Ministry of Health and Child Care, Harare, Zimbabwe
| | - James R Hargreaves
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Andrew N Phillips
- Institute for Global Health, University College London, London, United Kingdom
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15
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Strategies to promote the meaningful involvement of sex workers in HIV prevention and care. Curr Opin HIV AIDS 2020; 14:401-408. [PMID: 31219886 DOI: 10.1097/coh.0000000000000562] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE OF REVIEW We review the recent evidence regarding strategies for engaging sex workers in HIV prevention and care programs. We searched Pub Med on 19 March 2019 using terms 'Sex Work' And 'HIV infections'. Our search was limited to articles published since 2017. RECENT FINDINGS Community empowerment approaches where sex workers work collaboratively to address their specific priorities and concerns, including those beyond HIV, are those most likely to meaningfully engage sex workers. Community-driven programs that combine structural, behavioral and biomedical approaches can facilitate improved HIV outcomes by tackling barriers to uptake and retention of services along all steps in the prevention and care cascades. Microplanning, network-based recruitment and mobile-phone interventions can also help reach and support sex workers to mobilize and to engage with a range of services. Sex worker-led groups and initiatives including economic strengthening and community drug refill groups can both build social cohesion and address structural barriers to HIV outcomes including financial insecurity. Interventions which focus narrowly on increasing uptake of specific steps in prevention and care cascades outside the context of broader community empowerment responses are likely to be less effective. SUMMARY Comprehensive, community-driven approaches where sex workers mobilize to address their structural, behavioral and biomedical priorities work across HIV prevention and treatment cascades to increase uptake of and engagement with prevention and care technologies and promote broader health and human rights. These interventions need to be adequately supported and taken to scale.
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Abstract
Purpose of review To explore the comparative importance of HIV infections among key populations and their intimate partners as HIV epidemics evolve, and to review implications for guiding responses. Recent findings Even as concentrated epidemics evolve, new infections among current and former key population members and their intimate partners dominate new infections. Prevalent infections in the general population grow primarily because of key population turnover and infections among their intimate partners. In generalized epidemic settings, data and analysis on key populations are often inadequate to assess the impact of key population-focused responses, so they remain limited in coverage and under resourced. Models must incorporate downstream infections in comparing impacts of alternative responses. Summary Recognize that every epidemic is unique, moving beyond the overly simplistic concentrated/generalized epidemic paradigm that can misdirect resources. Guide HIV responses by gathering and using locally relevant data, understanding risk heterogeneity, and applying modeling at both national and sub-national levels to optimize resource allocations among different populations for greatest impact. Translate this improved understanding into clear, unequivocal advice for policymakers on where to focus for impact, breaking them free of the generalized/concentrated paradigm limiting their thinking and affecting their decisions.
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17
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Sex Worker Community-led Interventions Interrupt Sexually Transmitted Infection/Human Immunodeficiency Virus Transmission and Improve Human Immunodeficiency Virus Cascade Outcomes: A Program Review from South India. Sex Transm Dis 2020; 46:556-562. [PMID: 31295225 PMCID: PMC6629169 DOI: 10.1097/olq.0000000000001020] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
A review of a community-led sex worker program in 2 districts of South India that has achieved near elimination of curable sexually transmitted infections and optimal human immunodeficiency virus cascade outcomes. Supplemental digital content is available in the text. Ashodaya Samithi, an organization run by and for female, male, and transgender sex workers in Mysore, India, has worked since 2004 to prevent sexually transmitted infection (STI)/human immunodeficiency virus (HIV) transmission and improve HIV cascade outcomes. We reviewed published and programmatic data, including measures of coverage, uptake, utilization and retention, and relate STI/HIV outcomes to evolving phases of community mobilization. Early interventions designed “for” sex workers mapped areas of sex work and reached half the sex workers in Mysore with condoms and STI services. By late 2005, when Ashodaya Samithi registered as a community-based organization, interventions were implemented “with” sex workers as active partners. Microplanning was introduced to enable peer educators to better organize and monitor their outreach work to reach full coverage. By 2008, programs were run “by” sex workers, with active community decision making. Program data show complete coverage of community outreach and greater than 90% clinic attendance for quarterly checkups by 2010. Reported condom use with last occasional client increased from 65% to 90%. Surveys documented halving of HIV and syphilis prevalence between 2004 and 2009, while gonorrhoea declined by 80%. Between 2005 and 2013, clinic checkups tripled, whereas the number of STIs requiring treatment declined by 99%. New HIV infections also declined, and Ashodaya achieved strong cascade outcomes for HIV testing, antiretroviral treatment linkage, and retention. Program performance dropped markedly during several periods of interrupted funding, then rebounded when restored. Ashodaya appear to have achieved rapid STI/HIV control with community-led approaches including microplanning. Available data support near elimination of curable STIs and optimal cascade outcomes.
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Busza J, Chiyaka T, Musemburi S, Fearon E, Davey C, Chabata S, Mushati P, Dirawo J, Napierala S, Phillips AN, Cowan FM, Hargreaves JR. Enhancing national prevention and treatment services for sex workers in Zimbabwe: a process evaluation of the SAPPH-IRe trial. Health Policy Plan 2020; 34:337-345. [PMID: 31157368 DOI: 10.1093/heapol/czz037] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/26/2019] [Indexed: 11/13/2022] Open
Abstract
Targeted HIV interventions for female sex workers (FSW) combine biomedical technologies, behavioural change and community mobilization with the aim of empowering FSW and improving prevention and treatment. Understanding how to deliver combined interventions most effectively in sub-Saharan Africa is critical to the HIV response. The Sisters' Antiretroviral Programme for Prevention of HIV: an Integrated Response (SAPPH-Ire) randomized controlled trial in Zimbabwe tested an intervention to improve FSW engagement with HIV services. After 2 years, results of the trial showed no significant difference between study arms in proportion of FSW with HIV viral load ≥1000 copies/ml as steep declines occurred in both. We present the results of a process evaluation aiming to track the intervention's implementation, assess its feasibility and accessibility, and situate trial results within the national HIV policy context. We conducted a mixed methods study using data from routine programme statistics, qualitative interviews with participants and respondent driven surveys. The intervention proved feasible to deliver and was acceptable to FSW and providers. Intervention clinics saw more new FSW (4082 vs 2754), performed over twice as many HIV tests (2606 vs 1151) and nearly double the number of women were diagnosed with HIV (1042 vs 546). Community mobilization meetings in intervention sites also attracted higher numbers. We identified some gaps in programme fidelity: offering pre-exposure prophylaxis took time to engage FSW, viral load monitoring was not performed, and ratio of peer educators to FSW was lower than intended. During the trial, reaching FSW with HIV testing and treatment became a national priority, leading to increasing attendance at both intervention and control clinics. Throughout Zimbabwe, antiretroviral therapy coverage improved and HIV-stigma declined. Zimbabwe's changing HIV policy context appeared to contribute to positive improvements across the HIV care continuum for all FSW over the course of the trial. More intense community-based interventions for FSW may be needed to make further gains.
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Affiliation(s)
- Joanna Busza
- Centre for Evaluation, London School of Hygiene and Tropical Medicine, Keppel Street, London, UK
| | - Tarisai Chiyaka
- Centre for Sexual Health and HIV AIDS Research (CeSHHAR) Zimbabwe, 9 Monmouth Road, Harare, Zimbabwe
| | - Sithembile Musemburi
- Centre for Sexual Health and HIV AIDS Research (CeSHHAR) Zimbabwe, 9 Monmouth Road, Harare, Zimbabwe
| | - Elizabeth Fearon
- Centre for Evaluation, London School of Hygiene and Tropical Medicine, Keppel Street, London, UK
| | - Calum Davey
- Centre for Evaluation, London School of Hygiene and Tropical Medicine, Keppel Street, London, UK
| | - Sungai Chabata
- Centre for Sexual Health and HIV AIDS Research (CeSHHAR) Zimbabwe, 9 Monmouth Road, Harare, Zimbabwe
| | - Phillis Mushati
- Centre for Sexual Health and HIV AIDS Research (CeSHHAR) Zimbabwe, 9 Monmouth Road, Harare, Zimbabwe
| | - Jeffrey Dirawo
- Centre for Sexual Health and HIV AIDS Research (CeSHHAR) Zimbabwe, 9 Monmouth Road, Harare, Zimbabwe
| | - Sue Napierala
- RTI International, 351 California Street, Suite 500, San Francisco, CA, USA
| | - Andrew N Phillips
- Institute for Global Health, UCL, Royal Free Hospital, Rowland Hill Street, London, UK and
| | - Frances M Cowan
- Centre for Sexual Health and HIV AIDS Research (CeSHHAR) Zimbabwe, 9 Monmouth Road, Harare, Zimbabwe.,Department of International Public Health, Liverpool School of Tropical Medicine, Pembroke Pl, Liverpool, UK
| | - James R Hargreaves
- Centre for Evaluation, London School of Hygiene and Tropical Medicine, Keppel Street, London, UK
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Cowan FM, Davey C, Fearon E, Mushati P, Dirawo J, Chabata S, Cambiano V, Napierala S, Hanisch D, Wong-Gruenwald R, Masuka N, Mabugo T, Hatzold K, Mugurungi O, Busza J, Phillips A, Hargreaves JR. Targeted combination prevention to support female sex workers in Zimbabwe accessing and adhering to antiretrovirals for treatment and prevention of HIV (SAPPH-IRe): a cluster-randomised trial. Lancet HIV 2018; 5:e417-e426. [PMID: 30030134 DOI: 10.1016/s2352-3018(18)30111-5] [Citation(s) in RCA: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Revised: 05/14/2018] [Accepted: 05/24/2018] [Indexed: 05/26/2023]
Abstract
BACKGROUND Strengthening engagement of female sex workers with health services is needed to eliminate HIV. We assessed the efficacy of a targeted combination intervention for female sex workers in Zimbabwe. METHODS We did a cluster-randomised trial from 2014 to 2016. Clusters were areas surrounding female sex worker clinics and were enrolled in matched pairs. Sites were randomly assigned (1:1) to receive usual care (free sexual-health services supported by peer educators, including HIV testing on demand, referral for antiretroviral therapy [ART], and health education) or an intervention that supported additional regular HIV testing, on-site initiation of ART, pre-exposure prophylaxis, adherence, and intensified community mobilisation. The primary outcome was the proportion of all female sex workers with HIV viral load 1000 copies per mL or greater, assessed through respondent-driven sampling surveys. We used an adapted cluster-summary approach to estimate risk differences. This trial is registered with Pan African Clinical Trials Registry, number PACTR201312000722390. RESULTS We randomly assigned 14 clusters to usual care or the intervention (seven in each group). 3612 female sex workers attended clinics in the usual-care clusters and 4619 in the intervention clusters during the study. Half as many were tested (1151 vs 2606) and diagnosed as being HIV positive (546 vs 1052) in the usual-care clusters. The proportion of all female sex workers with viral loads of 1000 copies per mL or greater fell in both study groups (from 421 [30%] of 1363 to 279 [19%] of 1443 in the usual-care group and from 399 [30%] of 1303 to 240 [16%] of 1439 in the intervention group), but with a risk difference at the end of the assessment period of only -2·8% (95% CI -8·1 to 2·5, p=0·23). Among HIV-positive women, the proportions with viral loads less than 1000 copies per mL were 590 (68%) of 869 in the usual-care group and 588 (72%) of 828 in the intervention group at the end of the assessment period, adjusted risk difference of 5·3% (95% CI -4·0 to 14·6, p=0·20). There were no adverse events. INTERPRETATION Our intervention of a dedicated programme for female sex workers led to high levels of HIV diagnosis and treatment. Further research is needed to optimise programme content and intensity for the broader population. FUNDING UN Population Fund (through Zimbabwe's Integrated Support Fund funded by UK Department for International Development, Irish Aid, and Swedish International Development Cooperation Agency).
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Affiliation(s)
- Frances M Cowan
- Department of International Public Health, Liverpool School of Tropical Medicine, Liverpool, UK; Centre for Sexual Health and HIV AIDS Research (CeSHHAR), Harare, Zimbabwe.
| | - Calum Davey
- Department of Social and Environmental Health Research, Public Health and Policy, London School of Hygiene & Tropical Medicine, London, UK
| | - Elizabeth Fearon
- Department of Social and Environmental Health Research, Public Health and Policy, London School of Hygiene & Tropical Medicine, London, UK
| | - Phillis Mushati
- Centre for Sexual Health and HIV AIDS Research (CeSHHAR), Harare, Zimbabwe
| | - Jeffrey Dirawo
- Centre for Sexual Health and HIV AIDS Research (CeSHHAR), Harare, Zimbabwe
| | - Sungai Chabata
- Centre for Sexual Health and HIV AIDS Research (CeSHHAR), Harare, Zimbabwe
| | | | - Sue Napierala
- Women's Global Health Imperative, RTI International, San Francisco, CA, USA
| | | | | | | | - Travor Mabugo
- Health Economics and Policy Research Initiative, Zimbabwe
| | | | | | - Joanna Busza
- Department of Social and Environmental Health Research, Public Health and Policy, London School of Hygiene & Tropical Medicine, London, UK
| | - Andrew Phillips
- Institute for Global Health, University College London, London, UK
| | - James R Hargreaves
- Department of Social and Environmental Health Research, Public Health and Policy, London School of Hygiene & Tropical Medicine, London, UK
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20
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Mukandavire C, Walker J, Schwartz S, Boily M, Danon L, Lyons C, Diouf D, Liestman B, Diouf NL, Drame F, Coly K, Muhire RSM, Thiam S, Diallo PAN, Kane CT, Ndour C, Volz E, Mishra S, Baral S, Vickerman P. Estimating the contribution of key populations towards the spread of HIV in Dakar, Senegal. J Int AIDS Soc 2018; 21 Suppl 5:e25126. [PMID: 30033604 PMCID: PMC6055131 DOI: 10.1002/jia2.25126] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2017] [Accepted: 05/16/2018] [Indexed: 11/11/2022] Open
Abstract
INTRODUCTION Key populations including female sex workers (FSW) and men who have sex with men (MSM) bear a disproportionate burden of HIV. However, the role of focusing prevention efforts on these groups for reducing a country's HIV epidemic is debated. We estimate the extent to which HIV transmission among FSW and MSM contributes to overall HIV transmission in Dakar, Senegal, using a dynamic assessment of the population attributable fraction (PAF). METHODS A dynamic transmission model of HIV among FSW, their clients, MSM and the lower-risk adult population was parameterized and calibrated within a Bayesian framework using setting-specific demographic, behavioural, HIV epidemiological and antiretroviral treatment (ART) coverage data for 1985 to 2015. We used the model to estimate the 10-year PAF of commercial sex between FSW and their clients, and sex between men, to overall HIV transmission (defined as the percentage of new infections prevented when these modes of transmission are removed). In addition, we estimated the prevention benefits associated with historical increases in condom use and ART uptake, and impact of further increases in prevention and treatment. RESULTS The model projections suggest that unprotected sex between men contributed to 42% (2.5 to 97.5th percentile range 24 to 59%) of transmissions between 1995 and 2005, increasing to 64% (37 to 79%) from 2015 to 2025. The 10-year PAF of commercial sex is smaller, diminishing from 21% (7 to 39%) in 1995 to 14% (5 to 35%) in 2015. Without ART, 49% (32 to 71%) more HIV infections would have occurred since 2000, when ART was initiated, whereas without condom use since 1985, 67% (27 to 179%) more HIV infections would have occurred, and the overall HIV prevalence would have been 60% (29 to 211%) greater than what it is now. Further large decreases in HIV incidence (68%) can be achieved by scaling up ART in MSM to 74% coverage and reducing their susceptibility to HIV by two-thirds through any prevention modality. CONCLUSIONS Unprotected sex between men may be an important contributor to HIV transmission in Dakar, due to suboptimal coverage of evidence-informed interventions. Although existing interventions have effectively reduced HIV transmission among adults, it is crucial that further strategies address the unmet need among MSM.
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Affiliation(s)
| | - Josephine Walker
- Population Health Sciences, Bristol Medical SchoolUniversity of BristolBristolUK
| | - Sheree Schwartz
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMDUSA
| | | | - Leon Danon
- Population Health Sciences, Bristol Medical SchoolUniversity of BristolBristolUK
- College of Engineering, Mathematics and Physical SciencesUniversity of ExeterExeterUK
| | - Carrie Lyons
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMDUSA
| | | | - Ben Liestman
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMDUSA
| | - Nafissatou Leye Diouf
- Institut de Recherche en Santéde Surveillance Epidemiologique et de FormationsDakarSenegal
| | | | - Karleen Coly
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMDUSA
| | | | - Safiatou Thiam
- Department of HealthNational AIDS Council of SenegalDakarSenegal
| | | | - Coumba Toure Kane
- Institut de Recherche en Santéde Surveillance Epidemiologique et de FormationsDakarSenegal
| | - Cheikh Ndour
- Division de La Lutte Contre Le Sida et Les ISTMinistry of HealthDakarSenegal
| | - Erik Volz
- Department of Infectious Disease EpidemiologyImperial CollegeLondonUK
| | | | - Stefan Baral
- Department of Infectious Disease EpidemiologyImperial CollegeLondonUK
| | - Peter Vickerman
- Population Health Sciences, Bristol Medical SchoolUniversity of BristolBristolUK
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21
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Brooks-Pollock E, Danon L. Defining the population attributable fraction for infectious diseases. Int J Epidemiol 2018; 46:976-982. [PMID: 28472445 DOI: 10.1093/ije/dyx055] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/23/2017] [Indexed: 01/11/2023] Open
Abstract
Background The population attributable fraction (PAF) is used to quantify the contribution of a risk group to disease burden. For infectious diseases, high-risk individuals may increase disease risk for the wider population in addition to themselves; therefore methods are required to estimate the PAF for infectious diseases. Methods A mathematical model of disease transmission in a population with a high-risk group was used to compare existing approaches for calculating the PAF. We quantify when existing methods are consistent and when estimates diverge. We introduce a new method, based on the basic reproduction number, for calculating the PAF, which bridges the gap between existing methods and addresses shortcomings. We illustrate the methods with two examples of the contribution of badgers to bovine tuberculosis in cattle and the role of commercial sex in an HIV epidemic. Results We demonstrate that current methods result in irreconcilable PAF estimates, depending on how chains of transmission are categorized. Using two novel simple formulae for emerging and endemic diseases, we demonstrate that the largest differences occur when transmission in the general population is not self-sustaining. Crucially, some existing methods are not able to discriminate between multiple risk groups. We show that compared with traditional estimates, assortative mixing leads to a decreased PAF, whereas disassortative mixing increases PAF. Conclusions Recent methods for calculating the population attributable fraction (PAF) are not consistent with traditional approaches. Policy makers and users of PAF statistics should be aware of these differences. Our approach offers a straightforward and parsimonious method for calculating the PAF for infectious diseases.
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Affiliation(s)
- Ellen Brooks-Pollock
- National Institute for Health Research Health Protection Research Unit (NIHR HPRU) in Evaluation of Interventions, School of Social and Community Medicine
| | - Leon Danon
- School of Social and Community Medicine, University of Bristol, Bristol, UK
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22
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Lim RBT, Cheung ONY, Tham DKT, La HH, Win TT, Chan R, Wong ML. Using qualitative and community-based engagement approaches to gain access and to develop a culturally appropriate STI prevention intervention for foreign female entertainment workers in Singapore. Global Health 2018; 14:36. [PMID: 29661249 PMCID: PMC5902891 DOI: 10.1186/s12992-018-0358-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Accepted: 04/09/2018] [Indexed: 11/30/2022] Open
Abstract
Background There is an increasing global movement of foreign female entertainment workers (FEWs), a hard-to-reach population vulnerable to HIV/STIs. This paper described the needs assessment phase before intervention implementation where the socio-organisation, sexual risk behaviours and access to health services of foreign FEWs in Singapore were explored. We also highlighted how qualitative inquiry, census enumeration technique and community-based engagement approaches were used to gain access and to develop a culturally appropriate STI prevention intervention. Methods In-depth interviews, observations, informal conversational interviews, mystery client and critical incident technique were used. We estimated the size of FEW population using the census enumeration technique. The findings were used to inform intervention development and implementation. Results We estimated 376 Vietnamese and 330 Thai FEWs in 2 geographical sites where they operated in Singapore. Their reasons for non-condom use included misconceptions on the transmission and consequences of STI/HIV, low risk perception of contracting HIV/STI from paid/casual partner, lack of skills to negotiate or to persuade partner to use condom, unavailability of condoms in entertainment establishments and fear of the police using condom as circumstantial evidence. They faced difficulties in accessing health services due to fear of identity exposure, stigmatisation, cost and language differences. To develop the intervention, we involved FEWs and peer educators, and ensured that the intervention was non-stigmatising and met their needs. To foster their participation, we used culturally-responsive recruitment strategies, and ensured that the trial was anonymous and acceptable to the FEWs. These strategies were effective as we achieved a participation rate of 90.3%, a follow-up rate of 70.5% for the comparison and 66.8% for the intervention group. The interventions group reported a significant increase in consistent condom use with a reduction in STI incidence compared to no significant change in the comparison group. Conclusions The qualitative inquiry approaches to gain access, to foster participation and to develop a culturally appropriate intervention, along with the census enumeration technique application to estimate the FEW population sizes has led to successful intervention implementation as well as safer sexual behaviour and STI incidence reduction. Trial registration ClinicalTrials.gov, NCT02780986. Registered 23 May 2016 (retrospectively registered). Electronic supplementary material The online version of this article (10.1186/s12992-018-0358-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Raymond Boon Tar Lim
- Saw Swee Hock School of Public Health, National University of Singapore, Tahir Foundation Building, 12 Science Drive 2, #10-01, Singapore, Singapore city, 117549, Singapore
| | - Olive N Y Cheung
- Saw Swee Hock School of Public Health, National University of Singapore, Tahir Foundation Building, 12 Science Drive 2, #10-01, Singapore, Singapore city, 117549, Singapore
| | - Dede Kam Tyng Tham
- Saw Swee Hock School of Public Health, National University of Singapore, Tahir Foundation Building, 12 Science Drive 2, #10-01, Singapore, Singapore city, 117549, Singapore
| | - Hanh Hao La
- Saw Swee Hock School of Public Health, National University of Singapore, Tahir Foundation Building, 12 Science Drive 2, #10-01, Singapore, Singapore city, 117549, Singapore
| | - Thein Than Win
- Humanitarian Organisation for Migration Economics (HOME), 304 Orchard Road, #06-22, Lucky Plaza, Singapore, Singapore city, 238863, Singapore
| | - Roy Chan
- Saw Swee Hock School of Public Health, National University of Singapore, Tahir Foundation Building, 12 Science Drive 2, #10-01, Singapore, Singapore city, 117549, Singapore.,Department of Sexually Transmitted Infections Control, National Skin Centre, 31 Kelantan Lane, #01-16, Singapore, Singapore city, 200031, Singapore
| | - Mee Lian Wong
- Saw Swee Hock School of Public Health, National University of Singapore, Tahir Foundation Building, 12 Science Drive 2, #10-01, Singapore, Singapore city, 117549, Singapore.
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Prevalence of sexually transmitted infections among young people in South Africa: A nested survey in a health and demographic surveillance site. PLoS Med 2018; 15:e1002512. [PMID: 29485985 PMCID: PMC5828358 DOI: 10.1371/journal.pmed.1002512] [Citation(s) in RCA: 122] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2017] [Accepted: 01/19/2018] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Sexually transmitted infections (STIs) and bacterial vaginosis (BV) are associated with increased transmission of HIV, and poor reproductive and sexual health. The burden of STIs/BV among young people is unknown in many high HIV prevalence settings. We conducted an acceptability, feasibility, and prevalence study of home-based sampling for STIs/BV among young men and women aged 15-24 years old in a health and demographic surveillance site (HDSS) in rural KwaZulu-Natal, South Africa. METHODS AND FINDINGS A total of 1,342 young people, stratified by age (15-19 and 20-24 years) and sex were selected from the HDSS sampling frame; 1,171/1,342 (87%) individuals had ≥1 attempted home visit between 4 October 2016 and 31 January 2017, of whom 790 (67%) were successfully contacted. Among the 645 who were contacted and eligible, 447 (69%) enrolled. Consenting/assenting participants were interviewed, and blood, self-collected urine (men), and vaginal swabs (women) were tested for herpes simplex virus type 2 (HSV-2), chlamydia, gonorrhoea, syphilis, trichomoniasis, and BV. Both men and women reported that sample collection was easy. Participants disagreed that sampling was painful; more than half of the participants disagreed that they felt anxious or embarrassed. The weighted prevalence of STIs/BV among men and women, respectively, was 5.3% and 11.2% for chlamydia, 1.5% and 1.8% for gonorrhoea, 0% and 0.4% for active syphilis, 0.6% and 4.6% for trichomoniasis, 16.8% and 28.7% for HSV-2, and 42.1% for BV (women only). Of the women with ≥1 curable STI, 75% reported no symptoms. Factors associated with STIs/BV included having older age, being female, and not being in school or working. Among those who participated in the 2016 HIV serosurvey, the prevalence of HIV was 5.6% among men and 19% among women. Feasibility was impacted by the short study duration and the difficulty finding men at home. CONCLUSIONS A high prevalence of STIs/BV was found in this rural setting with high HIV prevalence in South Africa. Most STIs and HIV infections were asymptomatic and would not have been identified or treated under national syndromic management guidelines. A nested STI/BV survey within a HDSS proved acceptable and feasible. This is a proof of concept for population-based STI surveillance in low- and middle-income countries that could be utilised in the evaluation of STI/HIV prevention and control programmes.
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The Where and How for Reaching Transgender Women and Men Who Have Sex with Men with HIV Prevention Services in Guatemala. AIDS Behav 2017; 21:3279-3286. [PMID: 28008544 DOI: 10.1007/s10461-016-1655-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
This study aims to describe the transgender women and men who have sex with men (MSM) missed through venue-based sampling and illustrate how data on venues can be used to prioritize service delivery. Respondent-driven sampling (RDS) and time-location sampling (TLS) were used concurrently in 2010 for behavioral surveillance among MSM and transgender women in Guatemala City. RDS recruits who did not frequent venues (n = 106) were compared to TLS recruits (n = 609). TLS participants recruited at different types of venues were compared. RDS recruits who did not frequent venues were less educated, less likely to identify as gay, more likely to have concurrent partners and female sexual partners. Participants recruited at NGOs, saunas, hotels, streets and parks had more partners, were more likely to receive money for sex or have concurrent partners. Prevention programs for MSM and transgender women should characterize social venues and people that frequent them and improve service coverage through venues and social networks.
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Bradley BD, Jung T, Tandon-Verma A, Khoury B, Chan TCY, Cheng YL. Operations research in global health: a scoping review with a focus on the themes of health equity and impact. Health Res Policy Syst 2017; 15:32. [PMID: 28420381 PMCID: PMC5395767 DOI: 10.1186/s12961-017-0187-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2017] [Accepted: 03/06/2017] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Operations research (OR) is a discipline that uses advanced analytical methods (e.g. simulation, optimisation, decision analysis) to better understand complex systems and aid in decision-making. Herein, we present a scoping review of the use of OR to analyse issues in global health, with an emphasis on health equity and research impact. A systematic search of five databases was designed to identify relevant published literature. A global overview of 1099 studies highlights the geographic distribution of OR and common OR methods used. From this collection of literature, a narrative description of the use of OR across four main application areas of global health - health systems and operations, clinical medicine, public health and health innovation - is also presented. The theme of health equity is then explored in detail through a subset of 44 studies. Health equity is a critical element of global health that cuts across all four application areas, and is an issue particularly amenable to analysis through OR. Finally, we present seven select cases of OR analyses that have been implemented or have influenced decision-making in global health policy or practice. Based on these cases, we identify three key drivers for success in bridging the gap between OR and global health policy, namely international collaboration with stakeholders, use of contextually appropriate data, and varied communication outlets for research findings. Such cases, however, represent a very small proportion of the literature found. CONCLUSION Poor availability of representative and quality data, and a lack of collaboration between those who develop OR models and stakeholders in the contexts where OR analyses are intended to serve, were found to be common challenges for effective OR modelling in global health.
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Affiliation(s)
- Beverly D Bradley
- Centre for Global Engineering, University of Toronto, Toronto, ON, Canada. .,Department of Chemical Engineering and Applied Chemistry, University of Toronto, 200 College St, Toronto, ON, M5S 3E5, Canada.
| | - Tiffany Jung
- Centre for Global Engineering, University of Toronto, Toronto, ON, Canada.,Department of Chemical Engineering and Applied Chemistry, University of Toronto, 200 College St, Toronto, ON, M5S 3E5, Canada
| | - Ananya Tandon-Verma
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada
| | - Bassem Khoury
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada
| | - Timothy C Y Chan
- Centre for Global Engineering, University of Toronto, Toronto, ON, Canada.,Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada.,Centre for Healthcare Engineering, University of Toronto, Toronto, ON, Canada
| | - Yu-Ling Cheng
- Centre for Global Engineering, University of Toronto, Toronto, ON, Canada.,Department of Chemical Engineering and Applied Chemistry, University of Toronto, 200 College St, Toronto, ON, M5S 3E5, Canada
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Jacobson JO, Cueto C, Smith JL, Hwang J, Gosling R, Bennett A. Surveillance and response for high-risk populations: what can malaria elimination programmes learn from the experience of HIV? Malar J 2017; 16:33. [PMID: 28100237 PMCID: PMC5241929 DOI: 10.1186/s12936-017-1679-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2016] [Accepted: 01/04/2017] [Indexed: 11/24/2022] Open
Abstract
To eliminate malaria, malaria programmes need to develop new strategies for surveillance and response appropriate for the changing epidemiology that accompanies transmission decline, in which transmission is increasingly driven by population subgroups whose behaviours place them at increased exposure. Conventional tools of malaria surveillance and response are likely not sufficient in many elimination settings for accessing high-risk population subgroups, such as mobile and migrant populations (MMPs), given their greater likelihood of asymptomatic infections, illegal risk behaviours, limited access to public health facilities, and high mobility including extended periods travelling away from home. More adaptive, targeted strategies are needed to monitor transmission and intervention coverage effectively in these groups. Much can be learned from HIV programmes’ experience with “second generation surveillance”, including how to rapidly adapt surveillance and response strategies to changing transmission patterns, biological and behavioural surveys that utilize targeted sampling methods for specific behavioural subgroups, and methods for population size estimation. This paper reviews the strategies employed effectively for HIV programmes and offers considerations and recommendations for adapting them to the malaria elimination context.
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Affiliation(s)
- Jerry O Jacobson
- Malaria Elimination Initiative, Global Health Group, University of California, San Francisco, 550 16th Street, San Francisco, CA, 94158, USA
| | - Carmen Cueto
- Malaria Elimination Initiative, Global Health Group, University of California, San Francisco, 550 16th Street, San Francisco, CA, 94158, USA
| | - Jennifer L Smith
- Malaria Elimination Initiative, Global Health Group, University of California, San Francisco, 550 16th Street, San Francisco, CA, 94158, USA
| | - Jimee Hwang
- Malaria Elimination Initiative, Global Health Group, University of California, San Francisco, 550 16th Street, San Francisco, CA, 94158, USA.,US President's Malaria Initiative, Malaria Branch, Division of Parasitic Diseases and Malaria, US Centers for Disease Control and Prevention, 1600 Clifton Rd, Atlanta, GA, 30333, USA
| | - Roly Gosling
- Malaria Elimination Initiative, Global Health Group, University of California, San Francisco, 550 16th Street, San Francisco, CA, 94158, USA
| | - Adam Bennett
- Malaria Elimination Initiative, Global Health Group, University of California, San Francisco, 550 16th Street, San Francisco, CA, 94158, USA.
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A Comparison of Two Mathematical Modeling Frameworks for Evaluating Sexually Transmitted Infection Epidemiology. Sex Transm Dis 2016; 43:139-46. [PMID: 26859800 DOI: 10.1097/olq.0000000000000412] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
BACKGROUND Different models of sexually transmitted infections (STIs) can yield substantially different conclusions about STI epidemiology, and it is important to understand how and why models differ. Frequency-dependent models make the simplifying assumption that STI incidence is proportional to STI prevalence in the population, whereas network models calculate STI incidence more realistically by classifying individuals according to their partners' STI status. METHODS We assessed a deterministic frequency-dependent model approximation to a microsimulation network model of STIs in South Africa. Sexual behavior and demographic parameters were identical in the 2 models. Six STIs were simulated using each model: HIV, herpes, syphilis, gonorrhea, chlamydia, and trichomoniasis. RESULTS For all 6 STIs, the frequency-dependent model estimated a higher STI prevalence than the network model, with the difference between the 2 models being relatively large for the curable STIs. When the 2 models were fitted to the same STI prevalence data, the best-fitting parameters differed substantially between models, with the frequency-dependent model suggesting more immunity and lower transmission probabilities. The fitted frequency-dependent model estimated that the effects of a hypothetical elimination of concurrent partnerships and a reduction in commercial sex were both smaller than estimated by the fitted network model, whereas the latter model estimated a smaller impact of a reduction in unprotected sex in spousal relationships. CONCLUSIONS The frequency-dependent assumption is problematic when modeling short-term STIs. Frequency-dependent models tend to underestimate the importance of high-risk groups in sustaining STI epidemics, while overestimating the importance of long-term partnerships and low-risk groups.
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Abstract
PURPOSE OF REVIEW We explore the potential benefits of integrating preexposure prophylaxis (PrEP) into combination HIV prevention for female sex workers (FSWs) and the likely challenges to implementation. RECENT FINDINGS Evidence for the biological effectiveness of PrEP in women who can adhere to daily dosing is strong. FSWs in many countries bear the brunt of the HIV epidemic. Current combination prevention approaches enable many FSWs to remain HIV-free, but in some settings FSWs are unable to mitigate their risk. PrEP provides a new prevention tool for these women. To benefit, HIV-negative FSWs need to perceive that they are at risk, be motivated and able to take PrEP daily and to attend health services for prescription refill and clinical monitoring. FSWs face particular structural challenges to PrEP uptake and use, including stigmatizing health services; fear of disclosure to other FSWs and clients; fear of the authorities; lack of social support; substance use; unplanned travel and risk compensation many of which can be addressed through combination prevention approaches. SUMMARY For those FSWs who are unable to mitigate their HIV risk, PrEP, if adequately supported and integrated with combination prevention, may empower them to remain HIV-free.
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Mishra S, Boily MC, Schwartz S, Beyrer C, Blanchard JF, Moses S, Castor D, Phaswana-Mafuya N, Vickerman P, Drame F, Alary M, Baral SD. Data and methods to characterize the role of sex work and to inform sex work programs in generalized HIV epidemics: evidence to challenge assumptions. Ann Epidemiol 2016; 26:557-569. [PMID: 27421700 DOI: 10.1016/j.annepidem.2016.06.004] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Revised: 05/06/2016] [Accepted: 06/03/2016] [Indexed: 01/15/2023]
Abstract
In the context of generalized human immunodeficiency virus (HIV) epidemics, there has been limited recent investment in HIV surveillance and prevention programming for key populations including female sex workers. Often implicit in the decision to limit investment in these epidemic settings are assumptions including that commercial sex is not significant to the sustained transmission of HIV, and HIV interventions designed to reach "all segments of society" will reach female sex workers and clients. Emerging empiric and model-based evidence is challenging these assumptions. This article highlights the frameworks and estimates used to characterize the role of sex work in HIV epidemics as well as the relevant empiric data landscape on sex work in generalized HIV epidemics and their strengths and limitations. Traditional approaches to estimate the contribution of sex work to HIV epidemics do not capture the potential for upstream and downstream sexual and vertical HIV transmission. Emerging approaches such as the transmission population attributable fraction from dynamic mathematical models can address this gap. To move forward, the HIV scientific community must begin by replacing assumptions about the epidemiology of generalized HIV epidemics with data and more appropriate methods of estimating the contribution of unprotected sex in the context of sex work.
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Affiliation(s)
- Sharmistha Mishra
- Division of Infectious Diseases, Department of Medicine, St. Michael's Hospital, Li Ka Shing Knowledge Institute, University of Toronto, Toronto, Ontario, Canada; Department of Infectious Disease Epidemiology, Imperial College, London, UK
| | - Marie-Claude Boily
- Department of Infectious Disease Epidemiology, Imperial College, London, UK
| | - Sheree Schwartz
- Center for Public Health and Human Rights, Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, MD
| | - Chris Beyrer
- Center for Public Health and Human Rights, Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, MD
| | - James F Blanchard
- Centre for Global Public Health, Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Stephen Moses
- Centre for Global Public Health, Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Delivette Castor
- Office of HIV/AIDS, United States Agency for International Development, Washington, DC
| | - Nancy Phaswana-Mafuya
- HIV/AIDS, STI, and Tuberculosis Department, Human Sciences Research Council, Port Elizabeth, South Africa
| | - Peter Vickerman
- School of Social and Community Medicine, Bristol University, Bristol, UK
| | - Fatou Drame
- Department of Geography, Université Gaston-Berger, St. Louis, Senegal
| | - Michel Alary
- Département de médecine sociale et préventive, Centre de recherche du CHU de Québec-Université Laval, Québec, Canada
| | - Stefan D Baral
- Center for Public Health and Human Rights, Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, MD.
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Mukandavire Z, Mitchell KM, Vickerman P. Comparing the impact of increasing condom use or HIV pre-exposure prophylaxis (PrEP) use among female sex workers. Epidemics 2015; 14:62-70. [PMID: 26972515 DOI: 10.1016/j.epidem.2015.10.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Revised: 10/21/2015] [Accepted: 10/25/2015] [Indexed: 02/03/2023] Open
Abstract
In many settings, interventions targeting female sex workers (FSWs) could significantly reduce the overall transmission of HIV. To understand the role HIV pre-exposure prophylaxis (PrEP) could play in controlling HIV transmission amongst FSWs, it is important to understand how its impact compares with scaling-up condom use-one of the proven HIV prevention strategies for FSWs. It is important to remember that condoms also have other benefits such as reducing the incidence of sexually transmitted infections and preventing pregnancy. A dynamic deterministic model of HIV transmission amongst FSWs, their clients and other male partners (termed 'pimps') was used to compare the protection provided by PrEP for HIV-negative FSWs with FSWs increasing their condom use with clients and/or pimps. For different HIV prevalence scenarios, levels of pimp interaction, and baseline condom use, we estimated the coverage of PrEP that gives the same reduction in endemic FSW HIV prevalence or HIV infections averted as different increases in condom use. To achieve the same impact on FSW HIV prevalence as increasing condom use by 1%, the coverage of PrEP has to increase by >2%. The relative impact of PrEP increases for scenarios where pimps contribute to HIV transmission, but not greatly, and decreases with higher baseline condom use. In terms of HIV infections averted over 10 years, the relative impact of PrEP compared to condoms was reduced, with a >3% increase in PrEP coverage achieving the same impact as a 1% increase in condom use. Condom promotion interventions should remain the mainstay HIV prevention strategy for FSWs, with PrEP only being implemented once condom interventions have been maximised or to fill prevention gaps where condoms cannot be used.
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Affiliation(s)
- Zindoga Mukandavire
- Social and Mathematical Epidemiology Group, London School of Hygiene and Tropical Medicine, London, UK.
| | - Kate M Mitchell
- Department of Infectious Disease Epidemiology, Imperial College London, London, UK.
| | - Peter Vickerman
- School of Social and Community Medicine, University of Bristol, Bristol, UK.
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A 15-year study of the impact of community antiretroviral therapy coverage on HIV incidence in Kenyan female sex workers. AIDS 2015; 29:2279-86. [PMID: 26237099 DOI: 10.1097/qad.0000000000000829] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To test the hypothesis that increasing community antiretroviral therapy (ART) coverage would be associated with lower HIV incidence in female sex workers (FSWs) in Mombasa District, Kenya. DESIGN Prospective cohort study. METHODS From 1998 to 2012, HIV-negative FSWs were asked to return monthly for an interview regarding risk behavior and testing for sexually transmitted infections including HIV. We evaluated the association between community ART coverage and FSW's risk of becoming HIV infected using Cox proportional hazards models adjusted for potential confounding factors. RESULTS One thousand, four hundred and four FSWs contributed 4335 woman-years of follow-up, with 145 acquiring HIV infection (incidence 3.35/100 woman-years). The ART rollout began in 2003. By 2012, an estimated 52% of HIV-positive individuals were receiving treatment. Community ART coverage was inversely associated with HIV incidence (adjusted hazard ratio 0.77; 95% confidence interval 0.61-0.98; P = 0.03), suggesting that each 10% increase in coverage was associated with a 23% reduction in FSWs' risk of HIV acquisition. Community ART coverage had no impact on herpes simplex virus type-2 incidence (adjusted hazard ratio 0.97; 95% confidence interval 0.79-1.20; P = 0.8). CONCLUSION Increasing general population ART coverage was associated with lower HIV incidence in FSWs. The association with HIV incidence, but not herpes simplex virus type-2 incidence, suggests that the effect of community ART coverage may be specific to HIV. Interventions such as preexposure prophylaxis and antiretroviral-containing microbicides have produced disappointing results in HIV prevention trials with FSWs. These results suggest that FSWs' risk of acquiring HIV infection might be reduced through the indirect approach of increasing ART coverage in the community.
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Steen R, Wheeler T, Gorgens M, Mziray E, Dallabetta G. Feasible, Efficient and Necessary, without Exception - Working with Sex Workers Interrupts HIV/STI Transmission and Brings Treatment to Many in Need. PLoS One 2015; 10:e0121145. [PMID: 26488796 PMCID: PMC4619404 DOI: 10.1371/journal.pone.0121145] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND AND OVERVIEW High rates of partner change in sex work-whether in professional, 'transactional' or other context-disproportionately drive transmission of HIV and other sexually transmitted infections. Several countries in Asia have demonstrated that reducing transmission in sex work can reverse established epidemics among sex workers, their clients and the general population. Experience and emerging research from Africa reaffirms unprotected sex work to be a key driver of sexual transmission in different contexts and regardless of stage or classification of HIV epidemic. This validation of the epidemiology behind sexual transmission carries an urgent imperative to realign prevention resources and scale up effective targeted interventions in sex work settings, and, given declining HIV resources, to do so efficiently. Eighteen articles in this issue highlight the importance and feasibility of such interventions under four themes: 1) epidemiology, data needs and modelling of sex work in generalised epidemics; 2) implementation science addressing practical aspects of intervention scale-up; 3) community mobilisation and 4) the treatment cascade for sex workers living with HIV. CONCLUSION Decades of empirical evidence, extended by analyses in this collection, argue that protecting sex work is, without exception, feasible and necessary for controlling HIV/STI epidemics. In addition, the disproportionate burden of HIV borne by sex workers calls for facilitated access to ART, care and support. The imperative for Africa is rapid scale-up of targeted prevention and treatment, facilitated by policies and action to improve conditions where sex work takes place. The opportunity is a wealth of accumulated experience working with sex workers in diverse settings, which can be tapped to make up for lost time. Elsewhere, even in countries with strong interventions and services for sex workers, an emerging challenge is to find ways to sustain them in the face of declining global resources.
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Affiliation(s)
- Richard Steen
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Tisha Wheeler
- Office of HIV/AIDS, United States Agency for International Development, Washington, District of Columbia, United States of America
| | - Marelize Gorgens
- The World Bank, Washington, District of Columbia, United States of America
| | - Elizabeth Mziray
- The World Bank, Washington, District of Columbia, United States of America
| | - Gina Dallabetta
- The Bill & Melinda Gates Foundation, Washington, District of Columbia, United States of America
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Dixon TC, Ngak S, Stein E, Carrico A, Page K, Maher L. Pharmacology, physiology and performance: occupational drug use and HIV risk among female entertainment and sex workers in Cambodia. Harm Reduct J 2015; 12:33. [PMID: 26472570 PMCID: PMC4608294 DOI: 10.1186/s12954-015-0068-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2015] [Accepted: 09/15/2015] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND In Cambodia, HIV prevalence among female entertainment and sex workers (FESW) is up to twenty times higher than in the general population. Use of amphetamine-type stimulants (ATS) has been associated with increased risk of HIV and other sexually transmitted infections in key populations, including FESW. While one in four Cambodian FESW report recent ATS use, little attention has been paid to how the occupational contexts of sex work shape patterns of use. Currently, no HIV prevention interventions target ATS use in this population. METHODS We conducted in-depth interviews with FESW (n = 30) with the goal of exploring experiences and motivations for ATS use and informing the development of a conditional cash transfer (CCT) intervention designed to reduce ATS use and HIV risk. Interviews were conducted and transcribed in Khmer and translated into English. Interview narratives were read and re-read and emerging themes reviewed and refined to develop an initial coding scheme. Data were formally coded using both open and axial coding to clarify and consolidate initial themes. RESULTS The most common driver of ATS use among FESW was increased functionality. ATS was seen as a performance enhancer, acting as an appetite suppressant and enabling women to meet the physiological demands of sex work, including long working hours, multiple clients and extended sexual transactions. While our results are consistent with studies linking ATS use to heightened sexual risk, via unprotected and/or prolonged sex, for women in the current study, the negative consequences of ATS use were outweighed by perceived functional benefits. CONCLUSIONS FESW in Cambodia harness the pharmacological properties of ATS to meet the physiological demands of sex work in a context of limited economic opportunities. There is an urgent need to both provide Cambodian women with options for income generation that do not risk their health and to better regulate the conditions of sex work to provide safer working environments. Structural and economic interventions, including CCT programmes, combined with awareness and enforcement of sex workers' rights, are also necessary to facilitate harm reduction and occupational health and work safety within the Cambodian sex and entertainment industry.
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Affiliation(s)
| | | | - Ellen Stein
- University of California, San Francisco, San Francisco, CA, USA.
| | - Adam Carrico
- University of California, San Francisco, San Francisco, CA, USA.
| | | | - Lisa Maher
- Kirby Institute for Infection and Immunity, Faculty of Medicine, UNSW Australia, Sydney, Australia.
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Traore IT, Meda N, Hema NM, Ouedraogo D, Some F, Some R, Niessougou J, Sanon A, Konate I, Van De Perre P, Mayaud P, Nagot N. HIV prevention and care services for female sex workers: efficacy of a targeted community-based intervention in Burkina Faso. J Int AIDS Soc 2015; 18:20088. [PMID: 26374604 PMCID: PMC4571618 DOI: 10.7448/ias.18.1.20088] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2015] [Revised: 08/05/2015] [Accepted: 08/12/2015] [Indexed: 02/01/2023] Open
Abstract
INTRODUCTION Although interventions to control HIV among high-risk groups such as female sex workers (FSW) are highly recommended in Africa, the contents and efficacy of these interventions are unclear. We therefore designed a comprehensive dedicated intervention targeting young FSW and assessed its impact on HIV incidence in Burkina Faso. METHODS Between September 2009 and September 2011 we conducted a prospective, interventional cohort study of FSW aged 18 to 25 years in Ouagadougou, with quarterly follow-up for a maximum of 21 months. The intervention combined prevention and care within the same setting, consisting of peer-led education sessions, psychological support, sexually transmitted infections and HIV care, general routine health care and reproductive health services. At each visit, behavioural characteristics were collected and HIV, HSV-2 and pregnancy were tested. We compared the cohort HIV incidence with a modelled expected incidence in the study population in the absence of intervention, using data collected at the same time from FSW clients. RESULTS The 321 HIV-uninfected FSW enrolled in the cohort completed 409 person-years of follow-up. No participant seroconverted for HIV during the study (0/409 person-years), whereas the expected modelled number of HIV infections were 5.05/409 person-years (95% CI, 5.01-5.08) or 1.23 infections per 100 person-years (p=0.005). This null incidence was related to a reduction in the number of regular partners and regular clients, and by an increase in consistent condom use with casual clients (adjusted odds ratio (aOR)=2.19; 95% CI, 1.16-4.14, p=0.01) and with regular clients (aOR=2.18; 95% CI, 1.26-3.76, p=0.005). CONCLUSIONS Combining peer-based prevention and care within the same setting markedly reduced the HIV incidence among young FSW in Burkina Faso, through reduced risky behaviours.
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Affiliation(s)
- Isidore T Traore
- Department of Clinical Research, Centre Muraz, Bobo-Dioulasso, Burkina Faso, West Africa;
| | - Nicolas Meda
- Department of Clinical Research, Centre Muraz, Bobo-Dioulasso, Burkina Faso, West Africa
- Department of Public Health, Centre Muraz, Bobo-Dioulasso, Burkina Faso, West Africa
| | - Noelie M Hema
- Centre of International Research for Health, University of Ouagadougou, Ouagadougou, Burkina Faso, West Africa
| | - Djeneba Ouedraogo
- Centre of International Research for Health, University of Ouagadougou, Ouagadougou, Burkina Faso, West Africa
| | - Felicien Some
- Centre of International Research for Health, University of Ouagadougou, Ouagadougou, Burkina Faso, West Africa
| | - Roselyne Some
- Centre of International Research for Health, University of Ouagadougou, Ouagadougou, Burkina Faso, West Africa
| | - Josiane Niessougou
- Centre of International Research for Health, University of Ouagadougou, Ouagadougou, Burkina Faso, West Africa
| | - Anselme Sanon
- Department of Clinical Research, Centre Muraz, Bobo-Dioulasso, Burkina Faso, West Africa
| | - Issouf Konate
- Department of Clinical Research, Centre Muraz, Bobo-Dioulasso, Burkina Faso, West Africa
| | - Philippe Van De Perre
- UMR 1058, INSERM/University of Montpellier/EFS, Montpellier, France
- CHRU Montpellier, Montpellier, France
| | - Philippe Mayaud
- Department of Clinical Research, London School of Hygiene & Tropical Medicine, London, UK
| | - Nicolas Nagot
- UMR 1058, INSERM/University of Montpellier/EFS, Montpellier, France
- CHRU Montpellier, Montpellier, France
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Abstract
There is evidence that HIV prevention programs for sex workers, especially female sex workers, are cost-effective in several contexts, including many western countries, Thailand, India, the Democratic Republic of Congo, Kenya, and Zimbabwe. The evidence that sex worker HIV prevention programs work must not inspire complacency but rather a renewed effort to expand, intensify, and maximize their impact. The PLOS Collection "Focus on Delivery and Scale: Achieving HIV Impact with Sex Workers" highlights major challenges to scaling-up sex worker HIV prevention programs, noting the following: sex worker HIV prevention programs are insufficiently guided by understanding of epidemic transmission dynamics, situation analyses, and programmatic mapping; sex worker HIV and sexually transmitted infection services receive limited domestic financing in many countries; many sex worker HIV prevention programs are inadequately codified to ensure consistency and quality; and many sex worker HIV prevention programs have not evolved adequately to address informal sex workers, male and transgender sex workers, and mobile- and internet-based sex workers. Based on the wider collection of papers, this article presents three major clusters of recommendations: (i) HIV programs focused on sex workers should be prioritized, developed, and implemented based on robust evidence; (ii) national political will and increased funding are needed to increase coverage of effective sex worker HIV prevention programs in low and middle income countries; and (iii) comprehensive, integrated, and rapidly evolving HIV programs are needed to ensure equitable access to health services for individuals involved in all forms of sex work.
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Affiliation(s)
- David Wilson
- World Bank, Global HIV/AIDS Program, Washington, D.C., United States of America
- * E-mail:
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What really is a concentrated HIV epidemic and what does it mean for West and Central Africa? Insights from mathematical modeling. J Acquir Immune Defic Syndr 2015; 68 Suppl 2:S74-82. [PMID: 25723994 DOI: 10.1097/qai.0000000000000437] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND HIV epidemics have traditionally been classified as "concentrated" among key populations if overall HIV prevalence was below 1% and as "generalized" otherwise. We aimed to objectively determine the utility of this classification by determining how high overall HIV prevalence can reach in epidemics driven by unprotected sex work (SW) and how estimates of the contribution of SW to HIV transmission changes over time in these epidemics. METHODS We developed a deterministic model of HIV transmission specific to West and Central Africa to simulate 1000 synthetic HIV epidemics, where SW is the sole behavioral driver that sustains HIV in the population (ie, truly concentrated epidemics), and it is based on a systematic extraction of model parameters specific to West and Central Africa. We determined the range of plausible HIV prevalence in the total population over time and calculated the population attributable fraction (PAF) of SW over different time periods. RESULTS In 1988 and 2008, HIV prevalence across the 1000 synthetic concentrated HIV epidemics ranged (5th-95th percentile) between 0.1%-4.2% and 0.1%-2.8%, respectively. The maximum HIV prevalence peaked at 12%. The PAF of SW measured from 2008 over 1 year was <5%-18% compared with 16%-59% over 20 years in these SW-driven epidemics. CONCLUSIONS Even high HIV-prevalence epidemics can be driven by unprotected SW and therefore concentrated. Overall, HIV prevalence and the short-term PAF are poor makers of underlying transmission dynamics and underestimate the role of SW in HIV epidemics and thus should not be used alone to inform HIV programs.
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Monteiro JFG, Galea S, Flanigan T, Monteiro MDL, Friedman SR, Marshall BDL. Evaluating HIV prevention strategies for populations in key affected groups: the example of Cabo Verde. Int J Public Health 2015; 60:457-66. [PMID: 25838121 DOI: 10.1007/s00038-015-0676-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2014] [Revised: 03/14/2015] [Accepted: 03/16/2015] [Indexed: 10/23/2022] Open
Abstract
OBJECTIVES We used an individual-based model to evaluate the effects of hypothetical prevention interventions on HIV incidence trajectories in a concentrated, mixed epidemic setting from 2011 to 2021, and using Cabo Verde as an example. METHODS Simulations were conducted to evaluate the extent to which early HIV treatment and optimization of care, HIV testing, condom distribution, and substance abuse treatment could eliminate new infections (i.e., reduce incidence to less than 10 cases per 10,000 person-years) among non-drug users, female sex workers (FSW), and people who use drugs (PWUD). RESULTS Scaling up all four interventions resulted in the largest decreases in HIV, with estimates ranging from 1.4 (95 % CI 1.36-1.44) per 10,000 person-years among non-drug users to 8.2 (95 % CI 7.8-8.6) per 10,000 person-years among PWUD in 2021. Intervention scenarios prioritizing FWS and PWUD also resulted in HIV incidence estimates at or below 10 per 10,000 person-years by 2021 for all population sub-groups. CONCLUSIONS Our results suggest that scaling up multiple interventions among entire population is necessary to achieve elimination. However, prioritizing key populations with this combination prevention strategy may also result in a substantial decrease in total incidence.
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Affiliation(s)
- João Filipe G Monteiro
- Department of Epidemiology, Brown University School of Public Health, 121 South Main Street, Box G-S-121-2, Providence, RI, 02912, USA,
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Beyrer C, Crago AL, Bekker LG, Butler J, Shannon K, Kerrigan D, Decker MR, Baral SD, Poteat T, Wirtz AL, Weir BW, Barré-Sinoussi F, Kazatchkine M, Sidibé M, Dehne KL, Boily MC, Strathdee SA. An action agenda for HIV and sex workers. Lancet 2015; 385:287-301. [PMID: 25059950 PMCID: PMC4302059 DOI: 10.1016/s0140-6736(14)60933-8] [Citation(s) in RCA: 152] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The women, men, and transgender people who sell sex globally have disproportionate risks and burdens of HIV in countries of low, middle, and high income, and in concentrated and generalised epidemic contexts. The greatest HIV burdens continue to be in African female sex workers. Worldwide, sex workers still face reduced access to needed HIV prevention, treatment, and care services. Legal environments, policies, police practices, absence of funding for research and HIV programmes, human rights violations, and stigma and discrimination continue to challenge sex workers' abilities to protect themselves, their families, and their sexual partners from HIV. These realities must change to realise the benefits of advances in HIV prevention and treatment and to achieve global control of the HIV pandemic. Effective combination prevention and treatment approaches are feasible, can be tailored for cultural competence, can be cost-saving, and can help to address the unmet needs of sex workers and their communities in ways that uphold their human rights. To address HIV in sex workers will need sustained community engagement and empowerment, continued research, political will, structural and policy reform, and innovative programmes. But such actions can and must be achieved for sex worker communities everywhere.
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Affiliation(s)
- Chris Beyrer
- Center for Public Health and Human Rights, Johns Hopkins University, Baltimore, MD, USA.
| | | | - Linda-Gail Bekker
- Desmond Tutu HIV Research Centre, University of Cape Town, Cape Town, South Africa
| | - Jenny Butler
- United Nations Population Fund, New York, NY, USA
| | - Kate Shannon
- BC Center for Excellence in HIV/AIDS, University of British Columbia, Vancouver, BC, Canada
| | - Deanna Kerrigan
- Center for Public Health and Human Rights, Johns Hopkins University, Baltimore, MD, USA; Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Michele R Decker
- Center for Public Health and Human Rights, Johns Hopkins University, Baltimore, MD, USA
| | - Stefan D Baral
- Center for Public Health and Human Rights, Johns Hopkins University, Baltimore, MD, USA
| | - Tonia Poteat
- Center for Public Health and Human Rights, Johns Hopkins University, Baltimore, MD, USA
| | - Andrea L Wirtz
- Center for Public Health and Human Rights, Johns Hopkins University, Baltimore, MD, USA; Department of Emergency Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Brian W Weir
- Center for Public Health and Human Rights, Johns Hopkins University, Baltimore, MD, USA
| | | | - Michel Kazatchkine
- UN Special Envoy for HIV in eastern Europe and central Asia, Geneva, Switzerland
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Williams JR, Alary M, Lowndes CM, Béhanzin L, Labbé AC, Anagonou S, Ndour M, Minani I, Ahoussinou C, Zannou DM, Boily MC. Positive impact of increases in condom use among female sex workers and clients in a medium HIV prevalence epidemic: modelling results from Project SIDA1/2/3 in Cotonou, Benin. PLoS One 2014; 9:e102643. [PMID: 25047804 PMCID: PMC4105482 DOI: 10.1371/journal.pone.0102643] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2013] [Accepted: 06/20/2014] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND A comprehensive, HIV prevention programme (Projet Sida1/2/3) was implemented among female sex workers (FSWs) in Cotonou, Benin, in 1993 following which condom use among FSWs increased threefold between 1993 and 2008 while FSW HIV prevalence declined from 53.3% to 30.4%. OBJECTIVE Estimate the potential impact of the intervention on HIV prevalence/incidence in FSWs, clients and the general population in Cotonou, Benin. METHODS AND FINDINGS A transmission dynamics model parameterised with setting-specific bio-behavioural data was used within a Bayesian framework to fit the model and simulate HIV transmission in the high and low-risk population of Cotonou and to estimate HIV incidence and infections averted by SIDA1/2/3. Our model results suggest that prior to SIDA1/2/3 commercial sex had contributed directly or indirectly to 93% (84-98%) of all cumulative infections and that the observed decline in FSWs HIV prevalence was more consistent with the self-reported post-intervention increase in condom use by FSWs than a counterfactual assuming no change in condom use after 1993 (CF-1). Compared to the counterfactual (CF-1), the increase in condom use may have prevented 62% (52-71%) of new HIV infections among FSWs between 1993 and 2008 and 33% (20-46%) in the overall population. CONCLUSIONS Our analysis provides plausible evidence that the post-intervention increase in condom use during commercial sex significantly reduced HIV prevalence and incidence among FSWs and general population. Sex worker interventions can be effective even in medium HIV prevalence epidemics and need to be sustained over the long-term.
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Affiliation(s)
- John R. Williams
- School of Public Health, Imperial College London, London, United Kingdom
| | - Michel Alary
- Unité de recherche en santé des populations, Centre hospitalier affilié universitaire de Québec, Département de médecine sociale et préventive, Faculté de médecine, Université Laval, Québec City, Québec, Canada
| | - Catherine M. Lowndes
- London School of Hygiene & Tropical Medicine, London, United Kingdom
- Centre for Infectious Disease Surveillance and Control, Public Health England, London, United Kingdom
| | - Luc Béhanzin
- Unité de recherche en santé des populations, Centre hospitalier affilié universitaire de Québec, Département de médecine sociale et préventive, Faculté de médecine, Université Laval, Québec City, Québec, Canada
| | - Annie-Claude Labbé
- Département de microbiologie, Hôpital Maisonneuve-Rosemont, Montréal, Québec, Canada
| | - Séverin Anagonou
- Faculté des sciences de la santé, Université d'Abomey-Calavi, Cotonou, Bénin
- Centre national hospitalier universitaire, Cotonou, Bénin
| | | | - Isaac Minani
- Dispensaire infections sexuellement transmissibles, Cotonou, Bénin
| | - Clément Ahoussinou
- Programme national de lutte contre le syndrome d'immunodéficience acquise et les infections sexuellement transmissibles, Cotonou, Bénin
| | - Djimon Marcel Zannou
- Faculté des sciences de la santé, Université d'Abomey-Calavi, Cotonou, Bénin
- Centre national hospitalier universitaire, Cotonou, Bénin
| | - Marie-Claude Boily
- School of Public Health, Imperial College London, London, United Kingdom
- Unité de recherche en santé des populations, Centre hospitalier affilié universitaire de Québec, Département de médecine sociale et préventive, Faculté de médecine, Université Laval, Québec City, Québec, Canada
- * E-mail:
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Dallabetta G, Chandrasekaran P, Wheeler T, Das A, Ramakrishnan L, Kumta S, Moore J. Rolling out new biomedical HIV prevention tools: what can be learned from Avahan, the India AIDS initiative? Sex Health 2014; 11:207-16. [PMID: 24990515 DOI: 10.1071/sh14064] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2013] [Accepted: 05/23/2014] [Indexed: 11/23/2022]
Abstract
More than 30 years after HIV was first identified as a disease, with disastrous consequences for many subpopulations in most countries and for entire populations in some African countries, it continues to occupy centre stage among the world's many global health challenges. Prevention still remains the primary long-term focus. New biomedical tools such as pre-exposure propyhlaxis (PrEP) and treatment hold great promise for select groups such as key populations (KPs) who are critical to transmission dynamics, and serodiscordant couples. Programs delivering these new tools will need to layer them over existing services, with potential modifications for increased and sustained engagement between health services and beneficiaries owing to the nature of the interventions. Avahan, an HIV prevention intervention for KPs in six states in India, achieved population-level impact with conventional prevention programming, which, however, required high program-beneficiary engagement. Avahan's implementation strategy included articulating clear service definitions and denominator-based targets; establishing routine data systems with regular, multilevel supervision that allowed for cross-learning across the program; and developing a cadre of frontline workers through KP peer outreach workers who addressed structural issues and provided viable and sustainable mechanisms for sustained interaction between health services and KPs. This basic prevention implementation infrastructure was used to expand clinical services over time. Many of the lessons from programs such as Avahan can be applied to KP programs that are expanding service scope, including PrEP and treatment.
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Affiliation(s)
- Gina Dallabetta
- Bill & Melinda Gates Foundation, P.O. Box 6176, Ben Franklin Station, Washington, DC, 20044, USA
| | - Padma Chandrasekaran
- Bill & Melinda Gates Foundation, Capital Court Building, 3rd Floor, Left Wing, Olof Palme Marg, Munirka, New Delhi 110067, India
| | - Tisha Wheeler
- Bill & Melinda Gates Foundation, Capital Court Building, 3rd Floor, Left Wing, Olof Palme Marg, Munirka, New Delhi 110067, India
| | - Anjana Das
- FHI 360, H-5 (Ground Floor), Green Park Extension, New Delhi 110016, India
| | | | - Sameer Kumta
- Bill & Melinda Gates Foundation, Capital Court Building, 3rd Floor, Left Wing, Olof Palme Marg, Munirka, New Delhi 110067, India
| | - James Moore
- Bill & Melinda Gates Foundation, Capital Court Building, 3rd Floor, Left Wing, Olof Palme Marg, Munirka, New Delhi 110067, India
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