Skip to main content
Log in

The Nexus of Sex Trading, Psychological Distress, and Suicidal Ideation Among Transgender Adults: Results from a Large National Study

  • Original Article
  • Published:
Sexuality & Culture Aims and scope Submit manuscript

Abstract

Very little research has been undertaken to examine the prevalence of sex-trading behaviors among transgender adults, and even less is known about how engaging in this behavior affects sex-trading individuals. This paper examines the nexus of sex trading and psychological distress and suicidal ideation. Data from the 2015 U.S. National Transgender Survey were used to examine the factors associated with sex trading in a sample of 27,715 transgender Americans aged 18 or older. The Kessler-6 scale was used to measure psychological distress and a dichotomous measure of suicidal ideation during the past year was the other main outcome measure. Covariates in the multivariate analysis included sociodemographic measures, numerous measures of anti-transgender harassment, discrimination, and violence, and several transition milestones. Approximately one person in six had engaged in sex-trading behaviors. Multivariate analysis revealed that sex trading was related to psychological distress and to an increased risk of suicidal ideation. Structural equation analysis showed that sex trading had both a direct impact upon suicidal ideation and an indirect effect through its influence on psychological distress, which was the strongest predictor of suicidal ideation. Although sex trading is relatively uncommon among transgender persons, it is much more common in this population than it is in the population-at-large. Among persons who engage in this practice, though, there is a greatly elevated risk for suffering from psychological distress and suicidal ideation.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Notes

  1. Persons aged 40–49 were excluded from these “younger” and “older” classifications so as to facilitate clean comparisons between the groups. Had this not been done and, alternatively, had the sample been divided into persons aged 18–44 and persons aged 45 and older, there would have been a risk that people literally one year apart from one another age-wise would have been classified differently from one another. Using the 18–39 versus 50 + classification, the comparison groups are discrete.

References

  • Alavi, M., Visentin, D. C., Thapa, D. K., Hunt, G. E., Watson, R., & Cleary, M. (2020). Chi-square for model fit in confirmatory factor analysis. Journal of Advanced Nursing, 9, 2209–2211.

    Article  Google Scholar 

  • Austin, A., & Goodman, R. (2017). The impact of social connectedness and internalized transphobic stigma on self-esteem among transgender and gender non-conforming adults. Journal of Homosexuality, 64, 825–841.

    Article  Google Scholar 

  • Barton, L. C. (2018). Compound harms: What the literature says about survival sex among young trans people in the United Kingdom and the United States. In L. Nuttbrock (Ed.), Transgender sex work and society (pp. 48–62). Binghamton: Harrington Park Press.

    Chapter  Google Scholar 

  • Beckwith, N., McDowell, M. J., Reisner, S. L., Zaslow, S., Weiss, R. D., Mayer, K. H., & Keuroghlian, A. S. (2019). Psychiatric epidemiology of transgender and nonbinary adult patients at an urban health center. LGBT Health, 6, 51–61.

    Article  Google Scholar 

  • Bockting, W., & Nuttbrock, L. A. (2018). Analytic summary and directions for future study. In L. Nuttbrock (Ed.), Transgender sex work and society (pp. 432–438). Binghamton: Harrington Park Press.

    Chapter  Google Scholar 

  • Boyer, C. B., Greenberg, L., Chutuape, K., Walker, B., Monte, D., Kirk, J., Ellen, J. M., & the Adolescent Medicine Trials Network. (2017). Exchange of sex for drugs or money in adolescents and young adults: An examination of sociodemographic factors, HIV-related risk, and community context. Journal of Community Health, 42, 90–100.

    Article  Google Scholar 

  • Brennan, S. L., Irwin, J., Drincic, A., Amoura, N. J., Randall, A., & Smith-Sallans, M. (2017). Relationship among gender-related stress, resilience factors, and mental health in a midwestern U.S. transgender and gender-nonconforming population. InternationalJournal of Transgenderism, 18, 433–445.

    Google Scholar 

  • Capous-Desyllas, M., & Loy, V. (2020). Navigating intersecting identities, self-representation, and relationships: A qualitative study with trans sex workers living and working in Los Angeles, CA. Sociological Inquiry, 90, 339–370.

    Article  Google Scholar 

  • Cigrang, J. A., Fedynich, A. L., Nichting, E. M. S., Frederick, S. A. L., Schumm, J. A., & August, C. B. (2020). Brief motivational interview-based intervention for women in jail with history of drug addiction and sex-trading. Professional Psychology: Research and Practice, 51, 25–33.

    Article  Google Scholar 

  • DeFilippis, J. N. (2016). ‘What about the rest of us?’ An overview of LGBT poverty issues and a call to action. Journal of Progressive Human Services, 27, 143–174.

    Article  Google Scholar 

  • DeVylder, J. E., Oh, H. Y., Nam, B., Sharpe, T. L., Lehmann, M., & Link, B. G. (2017). Prevalence, demographic variation, and psychological correlates of exposure to police victimisation in four US cities. Epidemiology and Psychiatric Sciences, 26, 466–477.

    Article  Google Scholar 

  • Doyle, D. M., Begeny, C. T., Barreto, M., & Morton, T. A. (2021). Identity-related factors protect well-being against stigma for transgender and gender non-conforming people. Archives of Sexual Behavior, 50, 3191–3200.

    Article  Google Scholar 

  • Gerassi, L. B., Jonson-Reid, M., Plax, K., & Kaushik, G. (2016). Trading sex for money or compensation: Prevalence and associated characteristics from a sexually transmitted infection (STI) clinic sample. Journal of Aggression, Maltreatment, and Trauma, 25, 909–920.

    Article  Google Scholar 

  • Gonzales, G., & Henning-Smith, C. (2017). Barriers to care among transgender and gender nonconforming adults. Milbank Quarterly, 95, 726–748.

    Article  Google Scholar 

  • Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structural analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1–55.

    Article  Google Scholar 

  • Hughto, J. M. W., & Reisner, S. L. (2018). Social context of depressive distress in aging transgender adults. Journal of Applied Gerontology, 37, 1517–1539.

    Article  Google Scholar 

  • James, S. E., Herman, J. L., Rankin, S., Keisling, M., Mottet, L., & Anafi, M. (2016). The report of the 2015 US transgender survey. Washington, D.C.: National Center for Transgender Equality.

    Google Scholar 

  • Kattari, S. K., & Begun, S. (2017). On the margins of marginalized: Transgender homelessness and survival sex. Affilia: Journal of Women and Social Work, 32, 92–103.

    Article  Google Scholar 

  • Kcomt, L., Gorey, K. M., Barrett, B. J., Levin, D. S., Grant, J., & McCabe, S. E. (2021). Unmet healthcare need due to cost concerns among U.S. transgender and gender expansive adults: Results from a national survey. Health and Social Work, 46, 250–259.

    Article  Google Scholar 

  • Kessler, R. C., Andrews, G., Colpe, L. J., Hiripi, E., Mroczek, D. K., Normand, S. L. T., Walters, E. E., & Zaslavsky, A. M. (2002). Short screening scales to monitor population prevalences and trends in non-specific psychological distress. Psychological Medicine, 32, 959–976.

    Article  Google Scholar 

  • Kissler, K. A., Fletcher, J. B., Fehrenbacher, A. E., & Rebach, C. J. (2021). Age is associated with HIV sexual risk behaviors among trans women in Los Angeles County. AIDS Education and Prevention, 33, 483–494.

    Article  Google Scholar 

  • Klein, H., & Washington, T.A. (2023/2024). Transition milestones, psychological distress, and suicidal ideation among transgender adults: A structural equation analysis. OMEGA: Journal of Death and Dying.

  • Klein, H., & Washington, T. A. (2023a). Transition milestones and psychological distress in transgender adults. Urban Social Work, 7, 69–87.

    Article  Google Scholar 

  • Nuttbrock, L. A. (2018). Police abuse, depressive symptoms, and high risk sexual behavior for HIV among transwomen. In L. A. Nuttbrock (Ed.), Transgender sex work and society (pp. 406–418). Binghamton: Harrington Park Press.

    Chapter  Google Scholar 

  • Nuttbrock, L., Bockting, W., Rosenblum, A., Hwahng, S., Mason, M., Macri, M., & Becker, J. (2014). Gender abuse and major depression among transgender women: A prospective study of vulnerability and resilience. American Journal of Public Health, 104, 2191–2198.

    Article  Google Scholar 

  • Olaiya, O., Nerlander, L., Mattson, C. L., & Beer, L. (2018). Exchange sex among people receiving medical care for HIV in the United States--Medical Monitoring Project 2009–2013. AIDS Care, 30, 1315–1321.

    Article  Google Scholar 

  • Owen-Smith, A. A., Sineath, C., Sanchez, T., Dea, R., Giammattei, S., Gillespie, T., Helms, M. F., Hunkeler, E. M., Quinn, V. P., Roblin, D., & Slovis, J. (2017). Perception of community tolerance and prevalence of depression among transgender persons. Journal of Gay and Lesbian Mental Health, 21, 64–76.

    Article  Google Scholar 

  • Parr, N. J., & Howe, B. G. (2019). Heterogeneity of transgender identity nonaffirmation microaggressions and their association with depression symptoms and suicidality among transgender persons. Psychology of Sexual Orientation and Gender Diversity, 6, 461–474.

    Article  Google Scholar 

  • Pavlov, G., Maydeu-Olivares, A., & Shi, D. (2021). Using the standardized root mean squared residual (SRMR) to assess exact fit in structural equation models. Educational and Psychological Measurement, 81, 110–130.

    Article  Google Scholar 

  • Prochaska, J. J., Sung, H. Y., Max, W., Shi, Y., & Ong, M. (2012). Validity study of the K6 scale as a measure of moderate mental distress based on mental health treatment need and utilization. International Journal of Methods in Psychiatric Research, 21, 88–97.

    Article  Google Scholar 

  • Puckett, J. A., Maroney, M. R., Wadsworth, L. P., Mustanski, B., & Newcomb, M. E. (2020). Coping with discrimination: The insidious effects of gender minority stigma on depression and anxiety in transgender individuals. Journal of Clinical Psychology, 76, 176–194.

    Article  Google Scholar 

  • Schermelleh-Engel, K., Moosbrugger, H., & Muller, H. (2003). Evaluating the fit of structural equation models: Tests of significance and descriptive goodness-of-fit measures. Methods of Psychological Research Online, 8, 23–74.

    Google Scholar 

  • Shrider, E.A., Kollar, M., Chen, F., & Semega, J. (2021). Income and poverty in the United States: 2020. Current population reports: P60-273. Washington, DC: U.S. Government Printing Office.

  • Tabaac, A., Perrin, P. B., & Benotsch, E. G. (2018). Discrimination, mental health, and body image among transgender and gender non-binary individuals: Constructing a multiple mediational path model. Journal of Gay and Lesbian Social Services, 30, 1–16.

    Article  Google Scholar 

  • To, M., Zhang, Q., Bradlyn, A., Getahun, D., Giammattei, S., Nash, R., Owen-Smith, A. A., Roblin, D., Silverberg, M. J., Tangpricha, V., & Vupputuri, S. (2020). Visual conformity with affirmed gender or ‘passing’: Its distribution and association with depression and anxiety in a cohort of transgender people. Journal of Sexual Medicine, 17, 2084–2092.

    Article  Google Scholar 

  • Valentine, S. E., & Shipherd, J. C. (2018). A systematic review of social stress and mental health among transgender and gender non-conforming people in the United States. Clinical Psychology Review, 66, 24–38.

    Article  Google Scholar 

  • Van Laar, S., & Bracken, J. (2021). Understanding the comparative fit index: It’s all about the base! Practical Assessment, Research, and Evaluation, 26, 1–23.

    Google Scholar 

  • Walters, S. M., Braksmajer, A., Coston, B., Yoon, I., Grov, C., Downing, M. J., Jr., Teran, R., & Hirshfield, S. (2020). A syndemic model of exchange sex among HIV-positive men who have sex with men. Archives of Sexual Behavior, 49, 1965–1978.

    Article  Google Scholar 

Download references

Funding

The authors declare that no funds, grants, or other support was received during the preparation of this manuscript. The authors have no relevant financial or nonfinancial interests to disclose.

Author information

Authors and Affiliations

Authors

Contributions

Material preparation, data analysis, literature review, and initial writing of the first draft of this manuscript were performed by Hugh Klein. Review of the manuscript, editorial changes to the text, and final approval of the submitted version of the manuscript were given by both Hugh Klein and Thomas A. Washington.

Corresponding author

Correspondence to Hugh Klein.

Ethics declarations

Conflict of interest

The authors have not disclosed any competing interests.

Ethics approval

All of the research protocols for the collection of the data used in this study were approved by the Institutional Review Board at University of California—Los Angeles. This included the completion and submission of formal written consent prior to beginning the questionnaire. Prior to releasing the data to the present authors for access, analysis, and publication, the present authors received approval from the Institutional Review Board at California State University—Long Beach.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Klein, H., Washington, T.A. The Nexus of Sex Trading, Psychological Distress, and Suicidal Ideation Among Transgender Adults: Results from a Large National Study. Sexuality & Culture 28, 1067–1084 (2024). https://doi.org/10.1007/s12119-023-10166-z

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12119-023-10166-z

Keywords

Navigation