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Research Article

Advances in Measurement: A Scoping Review of Prior Human Trafficking Prevalence Studies and Recommendations for Future Research

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References

  • Anderson, V. R., Kulig, T. C., & Sullivan, C. J. (2019). Estimating the prevalence of human trafficking in Ohio, 2014–2016. American Journal of Public Health, 109(10), 1396–1399. https://doi.org/10.2105/AJPH.2019.305203
  • Arksey, H., & O’Malley, L. (2005). Scoping studies: Towards a methodological framework. International Journal of Social Research Methodology, 8(1), 19–32. https://doi.org/10.1080/1364557032000119616
  • Atteraya, M. S., Ebrahim, N. B., & Gnawali, S. (2018). Determinants of child maltreatment in Nepal: Results from the 2014 Nepal multiple indicator cluster survey (the 2014 NMICS). Child Abuse & Neglect, 76, 400–407. https://doi.org/10.1016/j.chiabu.2017.11.018
  • Bales, K., Hesketh, O., & Silverman, B. (2015). Modern slavery in the UK: How many victims? Significance, 16–25. https://doi.org/10.1111/j.1740-9713.2015.00824.x
  • Bales, K., Murphy, L. T., & Silverman, B. (2019). How many trafficked people are there in Greater New Orleans? Lessons in measurement. Journal of Human Trafficking, 1–13. https://doi.org/10.1080/23322705.2019.1634936
  • Ball, D., & Hampton, R. (2009). Estimating the extent of human trafficking from Ukraine: Final report. International Organization for Migration, with Financial Support from the United States Agency for International Development (USAID, IOM).
  • Belser, P., de Cock, M., & Mehran, F. (2005). ILO Minimum Estimate of Forced Labour in the World. International Labour Office.
  • Bhatia, A., Krieger, N., Victora, C., Tuladhar, S., Bhabha, J., & Beckfield, J. (2020). Analyzing and improving national and local child protection data in Nepal: A mixed methods study using 2014 Multiple Indicator Cluster Survey (MICS) data and interviews with 18 organizations. Child Abuse & Neglect, 101, 1–14. https://doi.org/10.1016/j.chiabu.2019.104292
  • Bird, S. M., & King, R. (2018). Multiple systems estimation (or capture-recapture estimation) to inform public policy. Annual Review of Statistics and Its Application, 5(1), 95–118. https://doi.org/10.1146/annurev-statistics-031017-100641
  • Busch-Armendariz, N., Nale, N. L., Kammer-Kerwick, M., Kellison, B., Torres, M. I. M., Heffron, L. C., & Nehme, J. (2016). Human trafficking by the numbers: The initial benchmark of prevalence and economic impact for Texas.
  • Chan, L., Silverman, B. W., & Vincent, K. (2020). Multiple systems estimation for sparse capture data: Inferential challenges when there are no overlapping lists. Journal of the American Statistical Association 5 (4), 281–311 . https://doi.org/10.1080/23322705.2018.1488483
  • Cruyff, M., van Dijk, J., & van der Heijden, P. G. M. (2017). The challenge of counting victims of human trafficking. Chance, 30(3), 41–49. https://doi.org/10.1080/09332480.2017.1383113
  • Curtis, R., Terry, K., Dank, M., Dombrowski, K., & Khan, B. (2008). The CSEC Population in New York City: Size, Characteristics, and Needs. Center for Court Innovation.
  • Dank, M., Vincent, K., Hughes, A., Dhungel, N., Gurung, S., & Jackson, O. (2019). Prevalence of Minors in Kathmandu’s Adult Entertainment Sector. Freedom Fund.
  • Datta, M. N., & Bales, K. (2013). Slavery in Europe: Part 1, Estimating the dark figure. Human Rights Quarterly, 35(4), 817–829. https://doi.org/10.1353/hrq.2013.0051
  • de Vries, I., & Dettmeijer-Vermeulen, C. (2015). Extremely wanted: Human trafficking statistics – What to do with the hodgepodge of numbers? Forum on Crime and Society, 8, 15–36 https://doi.org/10.18356/fe10c4b9-en.
  • Edwards, J. M., Iritani, B. J., & Hallfors, D. D. (2006). Prevalence and correlates of exchanging sex for drugs or money among adolescents in the United States. Sexually Transmitted Infections, 82 (5): , 354–358 doi:10.1136/sti.2006.020693.
  • Executive Order No. 13903. (2020). Combating human trafficking and online child sexual exploitation in the United States. https://www.federalregister.gov/documents/2020/02/05/2020-02438/combating-human-trafficking-and-online-child-exploitation-in-the-united-states
  • Ezoe, S., Morooka, T., Noda, T., Sabin, M. L., & Koike, S. (2012). Population size estimation of men who have sex with men through the network scale-up method in Japan. PloS One, 7(1), e31184. https://doi.org/10.1371/journal.pone.0031184
  • Farrell, A., Dank, M., Kafafian, M., Lockwood, S., Pfeffer, R., Hughes, A., & Vincent, K. (2019). Capturing human trafficking victimization through crime reporting. Final report submitted to the U.S. Department of Justice.
  • Farrell, A., McDevitt, J., Pfeffer, R., Fahy, S., Owens, C., Dank, M., & Adams, W. (2012). Identifying challenges to improve the investigation and prosecution of state and local human trafficking cases. Final report submitted to the U.S. Department of Justice.
  • General Assembly, U. N. (2000). Protocol to prevent, suppress and punish trafficking in persons, especially women and children, supplementing the united nations convention against transnational organized crime (United Nations).
  • Gilbert, L., Reza, A., Mercy, J., Lea, V., Lee, J., Xu, L., Marcelin, L. H., Hast, M., Vertefeuille, J., & Domercant, J. W. (2018). The experience of violence against children in domestic servitude in Haiti: Results from the Violence Against Children Survey, Haiti 2012. Child Abuse & Neglect, 76, 184–193. https://doi.org/10.1016/j.chiabu.2017.10.014
  • Greene, J. M., Ennett, S. T., & Ringwalt, C. L. (1999). Prevalence and correlates of survival sex among runaway and homeless youth. American Journal of Public Health, 89(9), 1406–1409. https://doi.org/10.2105/AJPH.89.9.1406
  • Hopper, E. K., & Gonzalez, L. D. (2018). A comparison of psychological symptoms in survivors of sex and labor trafficking. Behavioral Medicine, 44(3), 177–188. https://doi.org/10.1080/08964289.2018.1432551
  • ICF International (2012a). Children working in the carpet industry of Pakistan: Prevalence and conditions. Report submitted to the U.S. Department of Labor, Office of Child Labor, Forced Labor and Human Trafficking.
  • ICF Macro, Inc. (2012b). Child labor in agriculture in the Northern Province of Rwanda. Report submitted to the U.S. Department of Labor, Office of Child Labor, Forced Labor and Human Trafficking.
  • ICF Macro, Inc. (2012c). Child labor in the sugarcane industry in paraguay. Report submitted to the U.S. Department of Labor, Office of Child Labor, Forced Labor and Human Trafficking.
  • International Labour Organization & Walk Free Foundation. (2017). Global estimates of modern slavery: Forced labour and forced marriage. ILO.
  • International Labour Organization. (2012). ILO global estimate of forced labour: Results and methodology. Special Action Programme to Combat Forced Labour.
  • Jordan, L., Chui, C. H., Larmar, S., & O’Leary, P. (2020). Overcoming methodological challenges in prevalence studies in developing contexts with vulnerable children. International Social Work, 63(3), 371–385. https://doi.org/10.1177/0020872818798005
  • Kadushin, C., Killworth, P., Bernard, H. R., & Beveridge, A. A. (2006). Scale-up methods as applied to estimates of heroin use. Journal of Drug Issues, 36(2), 417–440. https://doi.org/10.1177/002204260603600209
  • Kazmirski, A., Keogh, P., Kumari, V., Maisie, R., Gowland, S., Purdon, S., & Khanum, N. (2009). Forced marriage: Prevalence and service response. Department of Children, Schools & Families (DCSF).
  • Killworth, P. D., McCarty, C., Bernard, H. R., Shelley, G. A., & Johnsen, E. C. (1998). Estimation of Seroprevalence, rape, and homelessness in the United States using a social network approach. Evaluation Review, 22(2), 289–308. https://doi.org/10.1177/0193841X9802200205
  • Kruse, D. L., & Mahoney, D. (2000). Illegal child labor in the United States: Prevalence and characteristics. Industrial & Labor Relations Review, 54(1), 17–40. https://doi.org/10.1177/001979390005400102
  • Levison, D., Hoek, J., Lam, D., & Duryea, S. (2007). Intermittent child employment and its implications for estimates of child labour. International Labour Review, 146(3–4), 217–251. https://doi.org/10.1111/j.1564-913X.2007.00014.x
  • Levison, D., & Langer, A. (2010). Counting child domestic servants in Latin America. Population and Development Review, 36(1), 125–149. https://doi.org/10.1111/j.1728-4457.2010.00321.x
  • Lyneham, S., Dowling, C., & Bricknell, S. (2019). Estimating the dark figure of human trafficking and slavery victimization in Australia. Australian Institute of Criminology.
  • MacKellar, D. A., Gallagher, K. M., Finlayson, T., Sanchez, T., Lansky, A., & Sullivan, P. S. (2007). Surveillance of HIV risk and prevention behaviors of men who have sex with men—A national application of venue-based, time-space sampling. Public Health Reports, 122(1_suppl), 39–47. https://doi.org/10.1177/00333549071220S107
  • Martin, L., McMorris, B., Johnston-Goodstar, K., & Rider, N. (2020). Trading sex and sexual exploitation among high school students: Data from the 2019 minnesota student survey. Women’s Foundation of Minnesota.
  • Okech, D., Hansen, N., Howard, W., Anarfi, J. K., & Burns, A. C. (2018). Social support, dysfunctional coping, and community reintegration as predictors of PTSD among human trafficking survivors Behavioral Medicine . 44(3), 209–218 https://doi.org/10.1080/08964289.2018.1432553.
  • Parks, A. C., Vincent, K., Russell, A., Nie, Z., & Rusk, A. G. (2019). A study of public establishment-based and private network commercial sexual exploitation in Kolkata and Mumbai, India. Journal of Human Trafficking, 5(4), 281–311. https://doi.org/10.1080/23322705.2018.1488483
  • Parks, A. C., Zhang, S., Vincent, K., & Rusk, A. G. (2019). The prevalence of bonded labor in three districts of Karnataka State, India: Using a unique application of mark-recapture for estimation. Journal of Human Trafficking, 5(3), 179–200. https://doi.org/10.1080/23322705.2018.1471576
  • Pham, M. T., Rajic, A., Greig, J. D., Sargeant, J. M., Papadopoulos, A., & McEwen, S. A. (2014). A scoping review of scoping reviews: Advancing the approach and enhancing the consistency. Research Synthesis Methods, 5(4), 371–385. https://doi.org/10.1002/jrsm.1123
  • Phillips, A. R. (2017). Commercial Sexual Exploitation: An Analysis of Prostitution in Kansas City. Thesis in Criminal Justice and Criminology, University of Missouri-Kansas City.
  • Pinzon-Rondon, Á. M., Cifuentes, L. B., Zuluaga, C., Botero, J. C., & Pinzon-Caicedo, M. (2018). Wealth, social protection programs, and child labor in Colombia: A cross-sectional study. International Journal of Health Services, 48(3), 535–548. https://doi.org/10.1177/0020731417747421
  • Salganik, M. J., Fazito, D., Bertoni, N., Abdo, A. H., Mello, M. B., & Bastos, F. I. (2011). Assessing network scale-up estimates for groups most at risk of HIV/AIDS: Evidence from a multiple-method study of heavy drug users in Curitiba, Brazil. American Journal of Epidemiology, 174(10), 1190–1196. https://doi.org/10.1093/aje/kwr246
  • Salganik, M. J., & Heckathorn, D. D. (2004). Sampling and estimation in hidden populations using respondent-driven sampling. Sociological Methodology, 34(1), 193–239. https://doi.org/10.1111/j.0081-1750.2004.00152.x
  • Shabbir, M. S., Siddiqi, A. F., Kassim, N. M., Mustafa, F., & Salman, R. (2020). A child labour estimator: A case of Bahawalpur Division. Social Indicators Research, 147(1), 95–109. https://doi.org/10.1007/s11205-019-02146-4
  • Sommerfelt, T. (2015). Child Fosterage and Child Domestic Work in Haiti in 2014: Analytical Report. Fafo-report.
  • Steinfatt, T. M., & Baker, S. (2011). Measuring the Extent of Sex Trafficking in Cambodia—2008. SIREN Trafficking Estimates. United Nations Inter-Agency Project on Human Trafficking.
  • Tyldum, G., & Brunovskis, A. (2005). Describing the unobserved: Methodological challenges in empirical studies on human trafficking. International Migration, 43(1–2), 17–34. https://doi.org/10.1111/j.0020-7985.2005.00310.x
  • University of Georgia (2020). Estimating the prevalence of trafficking among homeless and Runaway Youth Ages 14–25. Final Report submitted to the National Institute of Justice.
  • UNODC. (2018a). Monitoring Target 16.2 of the United Nations sustainable development goals: Multiple systems estimation of the numbers of presumed victims of trafficking in persons: Ireland. Research Brief
  • UNODC. (2018b). Monitoring Target 16.2 of the United Nations Sustainable Development Goals: Multiple systems estimation of the numbers of presumed victims of trafficking in persons: Romania. Research Brief.
  • UNODC. (2018c). Monitoring Target 16.2 of the United Nations Sustainable Development Goals: Multiple systems estimation of the numbers of presumed victims of trafficking in persons: Serbia. Research Brief.
  • US Department of State (2010). Trafficking in Persons Report, 10th Edition. Available at: https://2009-2017.state.gov/j/tip/rls/tiprpt/2010//index.htm
  • van Dijk, J. V., & van der Heijden, P. G. M. (2016). Research brief: Multiple systems estimation for estimating the number of victims of human trafficking across the world. United Nations Office on Drugs and Crime.
  • Vincent, K., & Thompson, S. (2017). Estimating population size with link-tracing sampling. Journal of the American Statistical Association, 112(519), 1286–1295. https://doi.org/10.1080/01621459.2016.1212712
  • Vincent, K., Zhang, S. X., & Dank, M. (2019). Searching for sex trafficking victims: Using a novel link-tracing method among commercial sex workers in Muzaffarpur, India. Crime and Delinquency, 001112871989026. https://doi.org/10.1177/0011128719890265
  • Weitzer, R. (2014). New Directions in Research on Human Trafficking. ANNALS of the American Academy of Political and Social Science, 653(1), 6–24. https://doi.org/10.1177/0002716214521562
  • Williamson, C., Gezinski, L., & Trisha, S. (2010). Ohio trafficking in persons study commission research and analysis sub-committee report on the prevalence of human trafficking in Ohio. Submitted to Ohio Attorney General Richard Cordray.
  • Zhang, S. X., Barrick, K., Evans, B., Weber, R., McMichael, J., Mosquin, P., Vincent, K., & Ramirez, D. (2019a). Labor trafficking in north carolina: A statewide survey using multistage sampling. Final Report submitted to the U.S. Department of Justice.
  • Zhang, S. X., Dank, M., Vincent, K., Narayanan, P., Bharadwaj, S., & Balasubramaniam, S. M. (2019b). Victims without a voice: Measuring worst forms of child labor in the Indian State of Bihar. Victims & Offenders, 14(7), 832–858. https://doi.org/10.1080/15564886.2019.1660289
  • Zhang, S. X., Spiller, M. W., Finch, B. K., & Qin, Y. (2014). Estimating labor trafficking among unauthorized migrant workers in San Diego. The Annals of the American Academy of Political and Social Science, 653(1), 65–86. https://doi.org/10.1177/0002716213519237