Skip to main content

Estimating the Number of People Who Inject Drugs, Female Sex Workers, and Men Who Have Sex with Men, Unguja Island, Zanzibar: Results and Synthesis of Multiple Methods

Abstract

To determine the number of people who inject drugs (PWID), female sex workers (FSW) and men who have sex with men (MSM) living in Unguja Island, Zanzibar in 2011/2012, we applied several, practical population size estimation methods including literature review, unique object multiplier, recapture from the 2007 survey, wisdom of the crowds and service multiplier. We synthesized findings and presented them to a panel of experts in order to determine plausible estimates for each population. The estimates adopted by a panel of experts as being most plausible were 3,000 for PWID, 3,958 for FSW and 2,157 for MSM. We learned that no one method could be concluded to be the standard for all three populations. The estimates we found, though still not perfect, are useful for the HIV programmes serving these populations.

This is a preview of subscription content, access via your institution.

Fig. 1
Fig. 2
Fig. 3

References

  1. Aceijas C, Stimson GV, Hickman M, et al. Global overview of injecting drug use and HIV infection among injecting drug users. AIDS. 2004;18:2295–303.

    PubMed  Article  Google Scholar 

  2. Baral S, Beyrer C, Muessig K, et al. Burden of HIV among female sex workers in low-income and middle-income countries: a systematic review and meta-analysis. Lancet Infect Dis. 2012;12(7):538–49.

    PubMed  Article  Google Scholar 

  3. Beyrer C, Baral SD, van Griensven F, et al. Global epidemiology of HIV infection in men who have sex with men. Lancet. 2012;380(9839):367–77.

    PubMed Central  PubMed  Article  Google Scholar 

  4. Dahoma M, Johnston LG, Holman A, et al. HIV and related risk behavior among men who have sex with men in Zanzibar, Tanzania: results of a behavioral surveillance survey. AIDS Behav. 2011;15:186–92.

    PubMed  Article  Google Scholar 

  5. Vandepitte J, Lyerla R, Dallabetta G, et al. Estimates of the number of female sex workers in different regions of the world. Sex Transm Infect. 2006. doi:10.1136/sti.2006.020081.

    PubMed  Google Scholar 

  6. UNAIDS/WHO. Guidelines on estimating the size of populations most at risk to HIV 2010.

  7. Paz-Bailey G, Jacobson JO, Guardado ME. How many men who have sex with men and female sex workers live in El Salvador? Using respondent-driven sampling and capture recapture to estimate population sizes. Sex Transm Infect. 2011. doi:10.1136/sti.2010.045633.

    PubMed  Google Scholar 

  8. Lorenz J, Rauhut H, Schweitzer F, et al. How social influence can undermine the wisdom of crowd effect. Proc Natl Acad Sci USA. 2011;108:9020. doi:10.1073/pnas.1008636108.

    CAS  PubMed  Article  Google Scholar 

  9. National Bureau of Statistics. Regional and district population projections. National Bureau of Statistics, Ministry of Planning, Economy and Empowerment, United Republic of Tanzania. December 2006.

  10. Nieburg P, Carty L. HIV prevention among injection drug users in Tanzania and Kenya, New opportunities for progress. A report of the Center for Strategic and International Studies Global Health Policy Center. April 2011.

  11. Cáceres CF, Konda K, Segura ER, et al. Epidemiology of male same-sex behaviour and associated sexual health indicators in low- and middle-income countries: 2003–2007 estimates. Sex Transm Inf. 2008;84:i49–56. doi:10.1136/sti.2008.030569.

    Article  Google Scholar 

  12. Mathers B, Degenhardt L, Phillips B, et al. Global epidemiology of injecting drug use and HIV among people who inject drugs: a systematic review. Lancet. 2008;372:1733–45.

    PubMed  Article  Google Scholar 

Download references

Acknowledgments

We are grateful to the University of California, San Francisco and the US Centers for Disease Control and Prevention, Tanzania and Atlanta, for the esteemed technical support. Special thanks go to the study participants, the study staff, the peer educators, the Ministry of Health and all the organizations working with key populations in Zanzibar for their contribution to the planning and implementation of this study. This study was supported by the Global Fund against AIDS, Tuberculosis and Malaria Round 6 through Grant number ZAN-607-G05-H and two Cooperative Agreements with US Centers for Disease Control and Prevention #5UGPS002039-02 and #5UGPS001472-03. The findings and conclusions in this paper are those of the authors and do not necessarily represent those of the US Centers for Disease Control and Prevention.

Author information

Affiliations

Authors

Corresponding author

Correspondence to Farhat J. Khalid.

Rights and permissions

Reprints and Permissions

About this article

Cite this article

Khalid, F.J., Hamad, F.M., Othman, A.A. et al. Estimating the Number of People Who Inject Drugs, Female Sex Workers, and Men Who Have Sex with Men, Unguja Island, Zanzibar: Results and Synthesis of Multiple Methods. AIDS Behav 18, 25–31 (2014). https://doi.org/10.1007/s10461-013-0517-x

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10461-013-0517-x

Keywords

  • Female sex workers
  • Men who have sex with men
  • People who inject drugs
  • Tanzania
  • Population size