Abstract
Respondent-driven sampling (RDS) relies on productive peer recruitment to capture hidden populations. Domestic studies have identified characteristics of productive recruitment among RDS samples of men who have sex with men and persons who use drugs, but not of women who exchange sex, a group vulnerable to HIV infection. We examined sociodemographic-, behavioral-, exchange-sex-, and protocol-related factors associated with recruitment among seeds (n = 25) and peers (n = 297) in the 2016 New York City National HIV Behavioral Surveillance Study cycle focused on women who exchange sex. Recruiter productivity was significantly associated with not having been recently incarcerated, lower rate of HIV testing, and larger exchange sex networks among seeds, and with HIV-prevention services usage among peers. We describe challenges and lessons learned from implementing RDS in this population. Our study identifies seed characteristics and protocol improvements researchers can utilize when implementing future RDS studies among women who exchange sex.
Similar content being viewed by others
References
Centers for Disease Control and Prevention. HIV Surveillance Report, 2016. 2017.
UNAIDS. Guidance Note on HIV and Sex Work. 2012.
Nerlander LM, Hess KL, Rose CE, Sionean C, Thorson A, Broz D, et al. Exchange sex and HIV infection among women who inject drugs-20 US cities, 2009. J Acquir Immune Defic Syndr. 2017;75(3):S333–40.
Inciardi JA, Surratt HL, Kurtz SP. HIV, HBV, and HCV infections among drug-involved, inner-city, street sex workers in Miami, Florida. AIDS Behav. 2006;10(2):139–47.
Jenness SM, Kobrak P, Wendel T, Neaigus A, Murrill CS, Hagan H. Patterns of exchange sex and HIV infection in high-risk heterosexual men and women. J Urban Health. 2011;88(2):329–41.
Abad N, Baack BN, O’Leary A, Mizuno Y, Herbst JH, Lyles CM. A systematic review of HIV and STI behavior change interventions for female sex workers in the United States. AIDS Behav. 2015;19(9):1701–19.
Kral AH, Buthenthal RN, Lorvick J, Gee L, Bacchetti P, Edlin BR. Sexual transmission of HIV-1 among injection drug users in San Francisco, USA: risk-factor analysis. Lancet. 2001;357:1397–401.
Kurtz SP, Surratt JA, Inciardi JA, Kiley MC. Sex work and “date” violence. Violence Against Women. 2004;10(4):357–85.
Shannon K, Kerr T, Allinott S, Chettiar J, Shoveller J, Tyndall MW. Social and structural violence and power relations in mitigating HIV risk of drug-using women in survival sex work. Soc Sci Med. 2008;66(4):911–21.
Dunkle KL, Wingood GM, Camp CM, DiClemente RJ. Economically motivated relationships and transactional sex among unmarried African American and white women: results from a U.S. national telephone survey. Public Health Rep. 2010;125(Suppl 4):90–100.
Miller CL, Fielden SJ, Tyndall MW, Zhang R, Gibson K, Shannon K. Individual and structural vulnerability among female youth who exchange sex for survival. J Adolesc Health. 2011;49(1):36–41.
Surratt HL, Inciardi JA. HIV risk, seropositivity and predictors of infection among homeless and non-homeless women sex workers in Miami, Florida, USA. AIDS Care. 2004;16(5):594–604.
Shaver FM. Sex work research: methodological and ethical challenges. J Interpers Violence. 2005;20(3):296–319.
Paz-Bailey G, Noble M, Salo K, Tregear SJ. Prevalence of HIV among U.S. female sex workers: systematic review and meta-analysis. AIDS Behav. 2016;20(10):2318–31.
Ramirez-Valles J, Heckathorn DD, Vazquez R, Diaz RM, Campbell RT. From networks to populations: the development and application of respondent-driven sampling among IDUs and Latino gay men. AIDS Behav. 2005;9(4):387–402.
Heckathorn DD. Respondent-driven sampling: a new approach to the study of hidden populations. Soc Probl. 1997;44(2):174–99.
Johnston LG, Hakim AJ, Dittrich S, Burnett J, Kim E, White RG. A systematic review of published respondent-driven sampling surveys collecting behavioral and biologic data. AIDS Behav. 2016;20(8):1754–76.
Montealegre JR, Johnston LG, Murrill C, Monterroso E. Respondent driven sampling for HIV biological and behavioral surveillance in Latin America and the Caribbean. AIDS Behav. 2013;17(7):2313–40.
Malekinejad M, Johnston LG, Kendall C, Kerr LR, Rifkin MR, Rutherford GW. Using respondent-driven sampling methodology for HIV biological and behavioral surveillance in international settings: a systematic review. AIDS Behav. 2008;12(4 Suppl):S105–30.
Heckathorn DD. Respondent-driven sampling II: deriving valid population estimates from chain referral samples of hidden populations. Soc Probl. 2002;49(1):11–34.
Gile KJ, Johnston LG, Salganik MJ. Diagnostics for respondent-driven sampling. J R Stat Soc Ser A Stat Soc. 2014;178(1):241–69.
Pitpitan EV, Kalichman SC, Eaton LA, Strathdee SA, Patterson TL. HIV/STI risk among venue-based female sex workers across the globe: a look back and the way forward. Curr HIV/AIDS Rep. 2013;10(1):65–78.
Uuskula A, Johnston LG, Raag M, Trummal A, Talu A, Des Jarlais DC. Evaluating recruitment among female sex workers and injecting drug users at risk for HIV using respondent-driven sampling in Estonia. J Urban Health. 2010;87(2):304–17.
Johnston LG, Sabin K, Mai TH, Pham TH. Assessment of respondent driven sampling for recruiting female sex workers in two Vietnamese cities: reaching the unseen sex worker. J Urban Health. 2006;83(6 Suppl):i16–28.
Simic M, Johnston LG, Platt L, Baros S, Andjelkovic V, Novotny T, et al. Exploring barriers to ‘respondent driven sampling’ in sex worker and drug-injecting sex worker populations in Eastern Europe. J Urban Health. 2006;83(6 Suppl):i6–15.
Montealegre JR, Risser JM, Selwyn BJ, McCurdy SA, Sabin K. Effectiveness of respondent driven sampling to recruit undocumented Central American immigrant women in Houston, Texas for an HIV behavioral survey. AIDS Behav. 2013;17(2):719–27.
Strathdee SA, Philbin MM, Semple SJ, Pu M, Orozovich P, Martinez G, et al. Correlates of injection drug use among female sex workers in two Mexico-U.S. border cities. Drug Alcohol Depend. 2008;92(1–3):132–40.
Abramovitz D, Volz EM, Strathdee SA, Patterson TL, Vera A, Frost SD, et al. Using respondent-driven sampling in a hidden population at risk of HIV infection: who do HIV-positive recruiters recruit? Sex Transm Dis. 2009;36(12):750–6.
Cornwell B, Schneider JA. Social venue range and referral chain impact: implications for the sampling of hidden communities. PLoS ONE. 2017;12(8):e0181494.
Forrest JI, Lachowsky NJ, Lal A, Cui Z, Sereda P, Raymond HF, et al. Factors associated with productive recruiting in a respondent-driven sample of men who have sex with men in Vancouver, Canada. J Urban Health. 2016;93(2):379–87.
Lachowsky NJ, Sorge JT, Raymond HF, Cui Z, Sereda P, Rich A, et al. Does size really matter? A sensitivity analysis of number of seeds in a respondent-driven sampling study of gay, bisexual and other men who have sex with men in Vancouver, Canada. BMC Med Res Methodol. 2016;16(1):157.
Reisner SL, Mimiaga MJ, Johnson CV, Bland S, Case P, Safren SA, et al. What makes a respondent-driven sampling “seed” productive? Example of finding at-risk Massachusetts men who have sex with men. J Urban Health. 2010;87(3):467–79.
Rudolph AE, Gaines TL, Lozada R, Vera A, Brouwer KC. Evaluating outcome-correlated recruitment and geographic recruitment bias in a respondent-driven sample of people who inject drugs in Tijuana, Mexico. AIDS Behav. 2014;18(12):2325–37.
Kuhns LM, Kwon S, Ryan DT, Garofalo R, Phillips G 2nd, Mustanski BS. Evaluation of respondent-driven sampling in a study of urban young men who have sex with men. J Urban Health. 2015;92(1):151–67.
Merli MG, Moody J, Smith J, Li J, Weir S, Chen X. Challenges to recruiting population representative samples of female sex workers in China using Respondent Driven Sampling. Soc Sci Med. 2015;125:79–93.
Okal J, Raymond HF, Tun W, Musyoki H, Dadabhai S, Broz D, et al. Lessons learned from respondent-driven sampling recruitment in Nairobi: experiences from the field. BMC Res Notes. 2016;9:158.
Yamanis TJ, Merli MG, Neely WW, Tian FF, Moody J, Tu X, et al. An empirical analysis of the impact of recruitment patterns on RDS estimates among a socially ordered population of female sex workers in China. Sociol Methods Res. 2013;42(3):392–425.
Gallagher KM, Sullivan PS, Lansky A, Onorato IM. Behavioral surveillance among people at risk for HIV infection in the U.S.: the National HIV Behavioral Surveillance System. Public Health Rep. 2007;122(Suppl 1):32–8.
Truong HM, Grasso M, Chen YH, Kellogg TA, Robertson T, Curotto A, et al. Balancing theory and practice in respondent-driven sampling: a case study of innovations developed to overcome recruitment challenges. PLoS ONE. 2013;8(8):e70344.
Parvez F, Katyal M, Alper H, Leibowitz R, Venters H. Female sex workers incarcerated in New York City jails: prevalence of sexually transmitted infections and associated risk behaviors. Sex Transm Infect. 2013;89(4):280–4.
Official Compilation of Codes, Rules and Regulations of the State of New York, Title 9 CRR-NY 8003.2.
Wylie JL, Jolly AM. Understanding recruitment: outcomes associated with alternate methods for seed selection in respondent driven sampling. BMC Med Res Methodol. 2013;13:93.
Daniulaityte R, Falck R, Li L, Nahhas RW, Carlson RG. Respondent-driven sampling to recruit young adult non-medical users of pharmaceutical opioids: problems and solutions. Drug Alcohol Depend. 2012;121(1–2):23–9.
Acknowledgements
This work was made possible through the support of the Centers for Disease Control and Prevention [6NU62PS005086] National HIV Behavioral Surveillance (NHBS) system. We would like to thank our CDC colleagues, field staff, and study participants.
Funding
This study was funded by CDC (6NU62PS005086).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Ethical Approval
All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
Informed Consent
Informed consent was obtained from all individual participants included in the study.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Carrillo, S.A., Rivera, A.V. & Braunstein, S.L. Implementing Respondent-Driven Sampling to Recruit Women Who Exchange Sex in New York City: Factors Associated with Recruitment and Lessons Learned. AIDS Behav 24, 580–591 (2020). https://doi.org/10.1007/s10461-019-02485-w
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10461-019-02485-w