Epidemic impacts of a community empowerment intervention for HIV prevention among female sex workers in generalized and concentrated epidemics

Andrea L Wirtz, Carel Pretorius, Chris Beyrer, Stefan Baral, Michele R Decker, Susan G Sherman, Michael Sweat, Tonia Poteat, Jennifer Butler, Robert Oelrichs, Iris Semini, Deanna Kerrigan, Andrea L Wirtz, Carel Pretorius, Chris Beyrer, Stefan Baral, Michele R Decker, Susan G Sherman, Michael Sweat, Tonia Poteat, Jennifer Butler, Robert Oelrichs, Iris Semini, Deanna Kerrigan

Abstract

Introduction: Sex workers have endured a high burden of HIV infection in and across HIV epidemics. A comprehensive, community empowerment-based HIV prevention intervention emphasizes sex worker organization and mobilization to address HIV risk and often includes community-led peer education, condom distribution, and other activities. Meta-analysis of such interventions suggests a potential 51% reduction in inconsistent condom use. Mathematical modeling exercises provide theoretical insight into potential impacts of the intervention on HIV incidence and burden in settings where interventions have not yet been implemented.

Methods: We used a deterministic model, Goals, to project the impact on HIV infections when the community empowerment interventions were scaled up among female sex workers in Kenya, Thailand, Brazil, and Ukraine. Modeling scenarios included expansion of the comprehensive community empowerment-based HIV prevention intervention from baseline coverage over a 5-year period (5-65% in Kenya and Ukraine; 10-70% in Thailand and Brazil), while other interventions were held at baseline levels. A second exercise increased the intervention coverage simultaneously with equitable access to ART for sex workers. Impacts on HIV outcomes among sex workers and adults are observed from 2012-2016 and, compared to status quo when all interventions are held constant.

Results: Optimistic but feasible coverage (65%-70%) of the intervention demonstrated a range of impacts on HIV: 220 infections averted over 5 yrs. among sex workers in Thailand, 1,830 in Brazil, 2,220 in Ukraine, and 10,800 infections in Kenya. Impacts of the intervention for female sex workers extend to the adult population, cumulatively averting 730 infections in Thailand to 20,700 adult infections in Kenya. Impacts vary by country, influenced by HIV prevalence in risk groups, risk behaviors, intervention use, and population size.

Discussion: A community empowerment approach to HIV prevention and access to universal ART for female sex workers is a promising human rights-based solution to overcoming the persistent burden of HIV among female sex workers across epidemic settings.

Conflict of interest statement

Competing Interests: The authors have declared that no competing interests exist.

Figures

Figure 1. Annual new HIV infections among…
Figure 1. Annual new HIV infections among female sex workers in Brazil with expansion of the community empowerment-based HIV prevention intervention, with and without ART expansion among adults.
Figure 2. Annual new HIV infections among…
Figure 2. Annual new HIV infections among female sex workers in Kenya with expansion of the empowerment intervention, with and without ART expansion among adults.
Figure 3. Annual new HIV infections among…
Figure 3. Annual new HIV infections among female sex workers in Thailand with expansion of the community empowerment-based prevention intervention, with and without ART expansion among adults.
Figure 4. Annual new HIV infections among…
Figure 4. Annual new HIV infections among female sex workers in Ukraine with expansion of the community empowerment-based prevention intervention, with and without ART expansion among adults.

References

    1. Baral S, Beyrer C, Muessig K, Poteat T, Wirtz AL, et al. (2012) Burden of HIV among female sex workers in low-income and middle-income countries: a systematic review and meta-analysis. Lancet Infect Dis 12: 538–549.
    1. Pruss-Ustun A, Wolf J, Driscoll T, Degenhardt L, Neira M, et al. (2013) HIV Due to Female Sex Work: Regional and Global Estimates. PLoS One 8: e63476.
    1. Chersich MF, Luchters S, Ntaganira I, Gerbase A, Lo Y-R, et al... (2013) Priority interventions to reduce HIV transmission in sex work settings in sub-Saharan Africa and delivery of these services.
    1. Ngugi EN, Chakkalackal M, Sharma A, Bukusi E, Njoroge B, et al. (2007) Sustained changes in sexual behavior by female sex workers after completion of a randomized HIV prevention trial. J Acquir Immune Defic Syndr 45: 588–594.
    1. Ghys PD, Diallo MO, Ettiegne-Traore V, Kale K, Tawil O, et al. (2002) Increase in condom use and decline in HIV and sexually transmitted diseases among female sex workers in Abidjan, Cote d'Ivoire, 1991–1998. AIDS 16: 251–258.
    1. Luchters S, Chersich MF, Rinyiru A, Barasa MS, King'ola N, et al. (2008) Impact of five years of peer-mediated interventions on sexual behavior and sexually transmitted infections among female sex workers in Mombasa, Kenya. BMC Public Health 8: 143.
    1. Thomsen SC, Ombidi W, Toroitich-Ruto C, Wong EL, Tucker HO, et al. (2006) A prospective study assessing the effects of introducing the female condom in a sex worker population in Mombasa, Kenya. Sex Transm Infect 82: 397–402.
    1. Kalanda B (2010) Empowering young sex workers for safer sex in Dowa and Lilongwe Districts of Malawi. Malawi Med J 22: 10–11.
    1. Lafort Y, Geelhoed D, Cumba L, Lazaro C, Delva W, et al. (2010) Reproductive health services for populations at high risk of HIV: Performance of a night clinic in Tete province, Mozambique. BMC Health Serv Res 10: 144.
    1. Yadav G, Saskin R, Ngugi E, Kimani J, Keli F, et al. (2005) Associations of sexual risk taking among Kenyan female sex workers after enrollment in an HIV-1 prevention trial. J Acquir Immune Defic Syndr 38: 329–334.
    1. Steen R, Vuylsteke B, DeCoito T, Ralepeli S, Fehler G, et al. (2000) Evidence of declining STD prevalence in a South African mining community following a core-group intervention. Sex Transm Dis 27: 1–8.
    1. Mukenge-Tshibaka L, Alary M, Lowndes CM, Van Dyck E, Guedou A, et al. (2002) Syndromic versus laboratory-based diagnosis of cervical infections among female sex workers in Benin: implications of nonattendance for return visits. Sex Transm Dis 29: 324–330.
    1. Nagot N, Meda N, Ouangre A, Ouedraogo A, Yaro S, et al. (2004) Review of STI and HIV epidemiological data from 1990 to 2001 in urban Burkina Faso: implications for STI and HIV control. Sex Transm Infect 80: 124–129.
    1. Padian NS, Isbell MT, Russell ES, Essex M (2012) The Future of HIV Prevention. JAIDS Journal of Acquired Immune Deficiency Syndromes 60: S22–S26 10.1097/QAI.1090b1013e31825b37100.
    1. Strathdee SA, Wechsberg WM, Kerrigan DL, Patterson TL (2013) HIV prevention among women in low- and middle-income countries: intervening upon contexts of heightened HIV risk. Annual review of public health 34: 301–316.
    1. Kerrigan D, Wirtz AL, Baral S, Decker MR, Murray L, et al... (2012) The Global Epidemics of HIV among Sex Workers. Washington, DC: The World Bank Human Development Network.
    1. WHO UNFPA, UNAIDS NSWP (2012) Prevention and treatment of HIV and other sexually transmitted infections for sex workers in low- and middle-income countries: Recommendations for a public health approach. Geneva: World Health Organization,. ISBN 978 92 4 150474 4 ISBN 978 92 4 150474 4.
    1. Kerrigan DL, Fonner VA, Stromdahl S, Kennedy CE (2013) Community Empowerment Among Female Sex Workers is an Effective HIV Prevention Intervention: A Systematic Review of the Peer-Reviewed Evidence from Low- and Middle-Income Countries. AIDS and Behavior 17: 1926–1940.
    1. Scorgie F, Nakato D, Akoth D, Netshivhambe M, Chakuvinga P, et al... (2011) “I expect to be abused and I have fear”: Sex workers’ experiences of human rights violations and barriers to accessing healthcare in four African countries. Johannesburg, African Sex Worker Alliance.
    1. Rojanapithayakorn W (2006) The 100% Condom Use Programme in Asia. Reproductive Health Matters 14: 41–52.
    1. SWAN. (2009) Arrest the Violence: Human rights abuses in Central and Eastern Eurpoe and Central Asia.
    1. Pimenta M, Correa S, al e (2009) Sexuality and Development: Brazilian National Response to HIV/AIDS amongst Sex Workers. Rio de Janerio: ABIA,.
    1. Piscitelli A (2008) Entre as 'mafias' e a 'ajuda': a construcao de conhecimento sobre trafico de pessoas. Cadernos Pagu 31: 29–64.
    1. Stover J, Bollinger L, Cooper-Arnold K, The Futures Group International (2003) Goals Model: For estimating the effects of resource allocation decisions on the acheivement of the goals of the HIV/AIDS strategic plan. Glastonbury, CT: Futures Institute,.
    1. Decker MR, Wirtz AL, Pretorius C, Sherman S, Sweat M, et al... (2012) Estimating the impact of reducing violence against female sex workers on HIV epidemics in Kenya and Ukraine: a policy modeling exercise. Am J Reprod Immunol.
    1. Wirtz AL, Walker DG, Bollinger L, Sifakis F, Baral S, et al... (2013) Modeling the impact of HIV prevention and treatment for MSM on HIV epidemic trajectories in low- and middle-income countries. International Journal of STD and AIDS.
    1. Chersich MF, Luchters SMF, Malonza IM, Mwarogo P, King'ola N, et al. (2007) Heavy episodic drinking among Kenyan female sex workers is associated with unsafe sex, sexual violence and sexually transmitted infections. International journal of STD & AIDS 18: 764–769.
    1. Hirbod T, Kaul R, Reichard C, Kimani J, Ngugi E, et al. (2008) HIV-neutralizing immunoglobulin A and HIV-specific proliferation are independently associated with reduced HIV acquisition in Kenyan sex workers. AIDS 22: 727–735.
    1. Lacap PA, Huntington JD, Luo M, Nagelkerke NJD, Bielawny T, et al. (2008) Associations of human leukocyte antigen DRB with resistance or susceptibility to HIV-1 infection in the Pumwani Sex Worker Cohort. AIDS 22: 1029–1038.
    1. van der Elst EM, Okuku HS, Nakamya P, Muhaari A, Davies A, et al. (2009) Is audio computer-assisted self-interview (ACASI) useful in risk behaviour assessment of female and male sex workers, Mombasa, Kenya? PLoS ONE 4: e5340.
    1. Tovanabutra S, Sanders EJ, Graham SM, Mwangome M, Peshu N, et al. (2010) Evaluation of HIV type 1 strains in men having sex with men and in female sex workers in Mombasa, Kenya. AIDS Research and Human Retroviruses 26: 123–131.
    1. McClelland RS, Richardson BA, Wanje GH, Graham SM, Mutunga E, et al. (2011) Association between participant self-report and biological outcomes used to measure sexual risk behavior in human immunodeficiency virus-1-seropositive female sex workers in Mombasa, Kenya. Sexually transmitted diseases 38: 429–433.
    1. Family Health International, Bureau of AIDS TB and STIs, Department of Disease Control MOPH Thailand (2008) The Asian Epidemic Model (AEM) Projections for HIV/AIDS in Thailand: 2005–2025. The Thai Working Group on HIV/AIDS Projections (2005).
    1. AIDS Alliance Ukraine (2010) Analytic Report based on sociological study results Estimation of the Size of Populations Most-at-Risk for HIV Infection in Ukraine in 2009. Kyiv.
    1. Akarasewi P (2010) (Brief) Overview of the HIV Epidemic and the National HIV/AIDS surveillance.: Thailand Ministry of Public Health.
    1. Shah NS, Shiraishi RW, Subhachaturas W, Anand A, Whitehead SJ, et al. (2011) Bridging populations-sexual risk behaviors and HIV prevalence in clients and partners of female sex workers, Bangkok, Thailand 2007. Journal of urban health: bulletin of the New York Academy of Medicine 88: 533–544.
    1. TAMPEP, European Network for HIV/STI Prevention and Health Promotion Among Migrant Sex Workers (2007) National Report on HIV and Sex Work. Kiev.
    1. Balakireva O, Bondar T, Sereda U (2007) Monitoring behavior of female commercial sex workers as a component of second generation epidemiological survey. Kyiv: International HIV/AIDS Alliance.
    1. Malta M, Magnanini MM, Mello MB, Pascom AR, Linhares Y, et al. (2010) HIV prevalence among female sex workers, drug users and men who have sex with men in Brazil: a systematic review and meta-analysis. BMC Public Health 10: 317.
    1. Kyrychenko P, Polonets V (2005) High HIV risk profile among female commercial sex workers in Vinnitsa, Ukraine. Sex Transm Infect 81: 187–188.
    1. UNAIDS (2012) Thailand AIDS Response Progress Report 2012 (Reporting Period: 2010–2011). Geneva: UNAIDS.
    1. UNAIDS, Ministry of Health of Ukraine (2010) Ukraine: National report on monitoring progress toward the UNGASS Declaration of Commitment on HIV/AIDS. Reporting period: January 2008– December 2009. Kiev.
    1. NASCOP (2007) HIV/AIDS: Facts and Figures.
    1. NASCOP (2009) Kenya National AIDS Strategic Plan 2010–2013 - Delivering on Universal Access to Services. Nairobi: Office of the President.
    1. NASCOP (2012) Most-At-Risk Populations: Unveiling new evidence for accelerated programming (MARPs Surveillance Report). Nairobi: National AIDS and STD Control Program.
    1. National AIDS Control Council (2010) UNGASS 2010: Country Report - Kenya. National AIDS Control Council.
    1. National Aids Control Council OotPK, World B, Unaids (2009) Kenya HIV Prevention Response and Modes of Transmission Analysis. Nairobi: NACC.
    1. National AIDS Prevention and Alleviation Committee (Thailand) (2010) UNGASS Country Progress Report: Thailand (Period January 2008- December 2009). Bangkok: National AIDS Prevention and Alleviation Committee.
    1. USAID, Ministry of Health of Ukraine (2010) Ukraine: HIV/AIDS Health Profile. Kiev.
    1. UNAIDS, Ministry of Health of Ukraine (2008) Ukraine: National report on monitoring progress toward the UNGASS Declaration of Commitment on HIV/AIDS. Reporting period: January 2006– December 2007. Kiev.
    1. UNAIDS (2010) Brazil, Epidemiological Fact Sheet on HIV/AIDS and Sexually Transmitted Infections.
    1. National AIDS Prevention and Alleviation Committee (2010) Country Progress Report Thailand: Reporting Period January 2008-December 2009. UNGASS (United Nations General Assembly Special Session on HIV/AIDS).
    1. Brazilian Ministry of Health (2012) Progress Report on the Brazilian Response to HIV/AIDS. Brazilian Ministry of Health.
    1. WHO (2010) Antiretroviral therapy for HIV infection in adults and adolescents: 2010 revision. Geneva.
    1. Eshleman SH, Hudelson SE, Redd AD, Wang L, Debes R, et al. (2011) Analysis of genetic linkage of HIV from couples enrolled in the HIV Prevention Trials Network 052 trial. J Infect Dis 204: 1918–1926.
    1. Nitzsche AS.(2000) HIV/STD prevention among FSWs in Ukraine (abstract no. WePeD4808); 13th International AIDS Conference, Durban: 13 July.
    1. Platt L, Jolley E, Hope V, Latypov A, Hickson F, et al... (2013) HIV in the European Region: Vulnerability and Response. Washington, DC: The World Bank. 78187 78187.
    1. Chakrapani V, Newman PA, Shunmugam M, Kurian AK, Dubrow R (2009) Barriers to free antiretroviral treatment access for female sex workers in Chennai, India. AIDS patient care and STDs 23: 973–980.
    1. Shannon K, Bright V, Duddy J, Tyndall MW (2005) Access and utilization of HIV treatment and services among women sex workers in Vancouver's Downtown Eastside. Journal of urban health : bulletin of the New York Academy of Medicine 82: 488–497.
    1. Lazarus L, Deering KN, Nabess R, Gibson K, Tyndall MW, et al. (2012) Occupational stigma as a primary barrier to health care for street-based sex workers in Canada. Culture, health & sexuality 14: 139–150.
    1. Bruce RD, Dvoryak S, Sylla L, Altice FL (2007) HIV treatment access and scale-up for delivery of opiate substitution therapy with buprenorphine for IDUs in Ukraine–programme description and policy implications. Int J Drug Policy 18: 326–328.
    1. Mimiaga MJ, Safren SA, Dvoryak S, Reisner SL, Needle R, et al. (2002) "We fear the police, and the police fear us": structural and individual barriers and facilitators to HIV medication adherence among injection drug users in Kiev, Ukraine. AIDS Care 22: 1305–1313.
    1. Schleifer R (2006) Rhetoric and risk: human rights abuses impeding Ukraine's fight against HIV/AIDS. New York: Human Rights Watch.
    1. Murray LR, Lippman SA, Donini AA, Kerrigan D (2010) 'She's a professional like anyone else': social identity among Brazilian sex workers. Culture, health & sexuality 12: 293–306.
    1. Kerrigan D, Moreno L, Rosario S, Gomez B, Jerez H, et al. (2006) Environmental-structural interventions to reduce HIV/STI risk among female sex workers in the Dominican Republic. American Journal of Public Health 96: 120–125.
    1. Gruskin S, Ferguson L (2009) Government regulation of sex and sexuality: in their own words. Reproductive health matters 17: 108–118.
    1. Evans C, Jana S, Lambert H (2010) What makes a structural intervention? Reducing vulnerability to HIV in community settings, with particular reference to sex work. Global public health 5: 449–461.
    1. Davida (2010) Human Rights and Female Prostitution. Rio de Janeiro: Rede Brasileira de Prostitutas.
    1. WHO HIV/AIDS Programme (2013) Consolidated Guidelines on the Use of Antiretroviral Drugs for Treating and Preventing HIV Infection: Recommendations for a Public Health Approach. Geneva: World Health Organization,.
    1. Szwarcwald C, Barbosa-Junior A, Pascom A, de Souza-Junior P (2005) Knowledge, practices and behaviours related to HIV transmission among the Brazilian population in the 15–54 years age group, 2004. AIDS 19: S51–58.
    1. Gouws E, White PJ, Stover J, Brown T (2006) Short term estimates of adult HIV incidence by mode of transmission: Kenya and Thailand as examples. Sexually Transmitted Infections 82 Suppl 3iii51–55.
    1. UNAIDS (2010) Report on the global AIDS epidemic 2010. Geneva: United Nations.
    1. Cheluget B, Baltazar G, Orege P, Ibrahim M, Marum LH, et al. (2006) Evidence for population level declines in adult HIV prevalence in Kenya. Sexually transmitted infections 82 Suppl 1i21–26.
    1. Luchters SM, Vanden Broeck D, Chersich MF, Nel A, Delva W, et al. (2010) Association of HIV infection with distribution and viral load of HPV types in Kenya: a survey with 820 female sex workers. BMC Infectious Diseases 10: 18.
    1. Schwandt M, Morris C, Ferguson A, Ngugi E, Moses S (2006) Anal and dry sex in commercial sex work, and relation to risk for sexually transmitted infections and HIV in Meru, Kenya. Sexually Transmitted Infections 82: 392–396.
    1. AIDS Alliance Ukraine (2012) Analytic Report: Behavior Monitoring and HIV Prevalence among Commercial Sex Workers as a Component of Second Generation Surveillance (2011). Kyiv: Alliance.
    1. Lippman SA, Chinaglia M, Donini AA, Diaz J, Reingold A, et al. (2012) Findings from Encontros: a multilevel STI/HIV intervention to increase condom use, reduce STI, and change the social environment among sex workers in Brazil. Sexually Transmitted Diseases 39: 209–216.
    1. Lippman SA, Donini A, Diaz J, Chinaglia M, Reingold A, et al. (2010) Social-environmental factors and protective sexual behavior among sex workers: the Encontros intervention in Brazil. Am J Public Health 100 Suppl 1S216–223.
    1. Hawken MP, Melis RD, Ngombo DT, Mandaliya KN, Ng'ang'a LW, et al. (2002) Opportunity for prevention of HIV and sexually transmitted infections in Kenyan youth: results of a population-based survey. Journal of acquired immune deficiency syndromes 31: 529–535.
    1. Baeten JM, Hassan WM, Chohan V, Richardson BA, Mandaliya K, et al. (2009) Prospective study of correlates of vaginal Lactobacillus colonisation among high-risk HIV-1 seronegative women. Sexually Transmitted Infections 85: 348–353.
    1. Decker MR, McCauley HL, Phuengsamran D, Janyam S, Seage GR 3rd, et al. (2010) Violence victimisation, sexual risk and sexually transmitted infection symptoms among female sex workers in Thailand. Sexually Transmitted Infections 86: 236–240.
    1. Decker MR, McCauley HL, Phuengsamran D, Janyam S, Silverman JG (2011) Sex trafficking, sexual risk, sexually transmitted infection and reproductive health among female sex workers in Thailand. Journal of Epidemiology and Community Health 65: 334–339.
    1. Ngugi E, Benoit C, Hallgrimsdottir H, Jansson M, Roth EA (2012) Partners and clients of female sex workers in an informal urban settlement in Nairobi, Kenya. Culture, health & sexuality 14: 17–30.
    1. Morris CN, Morris SR, Ferguson AG (2009) Sexual behavior of female sex workers and access to condoms in Kenya and uganda on the trans-Africa highway. AIDS and Behavior 13: 860–865.
    1. Tegang S, Abdallah S, Emukule G, Luchters SM, Kingola N, et al. (2010) Concurrent sexual and substance-use risk bevahiors among female sex workers in Kenya's Coast Province: Findings from a behavioral monitoring survey. Sahara 7: 10.
    1. Ford K, Chamrathrithirong A (2007) Sexual partners and condom use of migrant workers in Thailand. AIDS and Behavior 11: 905–914.
    1. Kyrychenko P, Polonets V (2005) High HIV risk profile among female commercial sex workers in Vinnitsa, Ukraine. Sexually Transmitted Infections 81: 187–188.
    1. Ferguson AG, Morris CN (2007) Mapping transactional sex on the Northern Corridor highway in Kenya. Health Place 13: 504–519.
    1. Morris C, Ferguson A (2006) Estimation of the sexual transmission of HIV in Kenya and Uganda on the trans-Africa highway: the continuing role for prevention in high risk groups. Sex Transm Infect 82: 368–371.
    1. Kerrigan D, Telles P, al e (2008) Community development and HIV/STI-related vulnerability among female sex workers in Rio de Janeiro, Brazil. Health Educ Res 23: 137–145.
    1. Odek WO, Busza J, Morris CN, Cleland J, Ngugi EN, et al. (2009) Effects of micro-enterprise services on HIV risk behaviour among female sex workers in Kenya's urban slums. AIDS and Behavior 13: 449–461.
    1. Guest P, Prohmo A, Bryant J, Janyam S, Phuengsamran D (2007) 2007 Survey of Sexual and Reproductive Health of Sex Workers in Thailand. Bangkok: Mahidol University, UNFPA.
    1. Brazilian Ministry of Health (2012) Monitoraids. Brasilia: Brazilian Ministry of Health.
    1. Trevisol FS, Silva MV (2005) HIV frequency among female sex workers in Imbituba, Santa Catarina, Brazil. The Brazilian journal of infectious diseases : an official publication of the Brazilian Society of Infectious Diseases 9: 500–505.
    1. Veldhuijzen NJ, Ingabire C, Luchters S, Bosire W, Braunstein S, et al. (2011) Anal intercourse among female sex workers in East Africa is associated with other high-risk behaviours for HIV. Sexual Health 8: 251–254.

Source: PubMed

3
Subscribe