Skip to main content
Log in

Development and Psychometric Evaluation of the Transgender Knowledge, Attitudes, and Beliefs (T-KAB) Scale

  • Published:
Sexuality Research and Social Policy Aims and scope Submit manuscript

Abstract

There remains a limited understanding of current levels of transgender-related knowledge and acceptance among members of the general public. This study sought to develop and psychometrically evaluate a transgender knowledge, attitudes, and beliefs (T-KAB) scale in the general US population. We developed and evaluated the reliability and validity of the T-KAB scale in two phases. In phase one, we developed the T-KAB scale through a robust, iterative process that included a literature review; expert feedback from cisgender and transgender professionals engaged in psychometrics and transgender health; review of prior qualitative interviews with transgender individuals, healthcare providers with a range of experience caring for transgender patients, and members of the general population; and pilot testing. In phase two, a geographically diverse convenience sample of 195 adults recruited online from the US general population completed the T-KAB scale and measures to assess scale validity. Factor analyses revealed a 22-item, 3-factor measure representing: acceptance of the gender spectrum, social tolerance, and comfort and contact related to transgender people. The scale demonstrated strong internal consistency (α = .97) and evidence of convergent and discriminant validity. Additionally, members of the general population were found to have moderate levels of transgender acceptance overall and across the three subscales. The T-KAB scale is a valid and reliable psychometric tool. Future application of the scale should seek to identify socio-demographic, cultural, and geographic factors driving lower T-KAB scores in order to identify subpopulations that would benefit from interventions to improve transgender-related knowledge, attitudes, and beliefs in the general population.

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

Similar content being viewed by others

References

  • Abdi, H. (2003). Factor rotations in factor analyses. Encyclopedia for Research Methods for the Social Sciences. Sage: Thousand Oaks, CA, 792–795.

  • Ali, N., Fleisher, W., & Erickson, J. (2016). Psychiatrists’ and psychiatry residents’ attitudes toward transgender people. Academic Psychiatry, 40(2), 268–273.

    Article  PubMed  Google Scholar 

  • Allison, D. B., Basile, V. C., & Yuker, H. E. (1991). The measurement of attitudes toward and beliefs about obese persons. International Journal of Eating Disorders, 10(5), 599–607.

    Google Scholar 

  • Billard, T. J. (2018a). Attitudes toward transgender men and women: Development and validation of a new measure. Frontiers in Psychology, 9, 387.

    Article  PubMed  PubMed Central  Google Scholar 

  • Billard, T. J. (2018b). The crisis in content validity among existing measures of transphobia. Archives of Sexual Behavior, 47(5), 1305–1306.

    Article  PubMed  Google Scholar 

  • Bockting, W. O., Miner, M. H., Swinburne Romine, R. E., Hamilton, A., & Coleman, E. (2013). Stigma, mental health, and resilience in an online sample of the US transgender population. American Journal of Public Health, 103(5), 943–951.

    Article  PubMed  PubMed Central  Google Scholar 

  • Buhrmester, M., Kwang, T., & Gosling, S. D. (2011). Amazon’s mechanical Turk a new source of inexpensive, yet high-quality, data? Perspectives on Psychological Science, 6(1), 3–5.

    Article  PubMed  Google Scholar 

  • Burke, S. E., Dovidio, J. F., LaFrance, M., Przedworski, J. M., Perry, S. P., Phelan, S. M., et al. (2017). Beyond generalized sexual prejudice: Need for closure predicts negative attitudes toward bisexual people relative to gay/lesbian people. Journal of Experimental Social Psychology, 71, 145–150.

    Article  PubMed  PubMed Central  Google Scholar 

  • Cavanaugh, T., Hopwood, R., & Lambert, C. (2016). Informed consent in the medical care of transgender and gender-nonconforming patients. AMA Journal of Ethics, 18(11), 1147–1155.

    Article  PubMed  Google Scholar 

  • Clark, K. A., Fletcher, J. B., Holloway, I. W., & Reback, C. J. (2018). Structural inequities and social networks impact hormone use and misuse among transgender women in Los Angeles County. Archives of Sexual Behavior, 1–10.

  • Clark, K. A., White Hughto, J. M., & Pachankis, J. E. (2017). “What’s the right thing to do?” Correctional healthcare providers’ knowledge, attitudes and experiences caring for transgender inmates. Social Science & Medicine, 193, 80–89.

    Article  Google Scholar 

  • Coleman, E., Bockting, W., Botzer, M., Cohen-Kettenis, P., De Cuypere, G., Feldman, J., et al. (2012). Standards of care for the health of transsexual, transgender, and gender-nonconforming people, version 7. International Journal of Transgenderism, 13(4), 165–232. https://doi.org/10.1080/15532739.2011.700873.

    Article  Google Scholar 

  • Deutsch, M. B., Bhakri, V., & Kubicek, K. (2015). Effects of cross-sex hormone treatment on transgender women and men. Obstetrics and Gynecology, 125(3), 605–610. https://doi.org/10.1097/AOG.0000000000000692.

    Article  PubMed  PubMed Central  Google Scholar 

  • Ferguson, K. J., Yesalis, C. E., Pomrehn, P. R., & Kirkpatrick, M. B. (1989). Attitudes, knowledge, and beliefs as predictors of exercise intent and behavior in schoolchildren. Journal of School Health, 59(3), 112–115.

    Article  PubMed  Google Scholar 

  • Field, A. (2000). Discovering statistics using SPSS for Windows, London –Thousand Oaks –New Delhi: Sage publications.

  • Field, A. (2013). Discovering statistics using IBM SPSS statistics: Sage.

  • Flores, A. R. (2015). Attitudes toward transgender rights: Perceived knowledge and secondary interpersonal contact. Politics, Groups, and Identities, 3(3), 398–416.

    Article  Google Scholar 

  • Gorsuch, R. L. (1990). Common factor analysis versus component analysis: Some well and little known facts. Multivariate Behavioral Research, 25(1), 33–39.

    Article  PubMed  Google Scholar 

  • Gravetter, F., & Wallnau, L. (2005). Essentials of statistics for the behavioral sciences. Belmont. CA: Wadsworth.

  • Hasenbush, A., Flores, A. R., & Herman, J. L. (2018). Gender identity nondiscrimination laws in public accommodations: A review of evidence regarding safety and privacy in public restrooms, locker rooms, and changing rooms. Sexuality Research and Social Policy, 1–14.

  • Hatzenbuehler, M. L. (2014). State-level structural stigma and HIV risk behaviors among transgender individuals. Paper presented at the 142nd APHA Annual Meeting and Exposition (November 15–November 19, 2014).

  • Herman, J. L. (2013). Gendered restrooms and minority stress: The public regulation of gender and its impact on transgender people’s lives. Journal of Public Management & Social Policy, 19(1), 65.

    Google Scholar 

  • Hill, D. B., & Willoughby, B. L. (2005). The development and validation of the genderism and transphobia scale. Sex Roles, 53(7–8), 531–544.

    Article  Google Scholar 

  • Hudson, W. W., & Ricketts, W. A. (1980). A strategy for the measurement of homophobia. Journal of Homosexuality, 5(4), 357–372.

    Article  PubMed  Google Scholar 

  • James, S. E., Herman, J. L., Rankin, S., Keisling, M., Mottet, L., & Anafi, M. (2016). The report of the 2015 U.S. Transgender Survey. Retrieved from http://www.ustranssurvey.org/report/

  • Kanamori, Y., Cornelius-White, J. H., Pegors, T. K., Daniel, T., & Hulgus, J. (2017). Development and validation of the transgender attitudes and beliefs scale. Archives of Sexual Behavior, 46(5), 1503–1515.

    Article  PubMed  Google Scholar 

  • Keuroghlian, A. S., Ard, K. L., & Makadon, H. J. (2017). Advancing health equity for lesbian, gay, bisexual and transgender (LGBT) people through sexual health education and LGBT-affirming health care environments. Sexual Health, 14(1), 119–122.

    Article  PubMed  Google Scholar 

  • Kooy, R. E. (2010). Knowledge and attitudes toward trans persons. Humboldt State University.

  • Liptak, A. (2019). Supreme court revives transgender ban for military service. New York Times.

  • Little, R. J., & Rubin, D. B. (2014). Statistical analysis with missing data (Vol. 333). John Wiley & Sons.

  • Mayer, K. H., Mimiaga, M. J., VanDerwarker, R., Goldhammer, H., & Bradford, J. B. (2007). Fenway Community Health’s model of integrated, community-based LGBT care, education, and research The health of sexual minorities (pp. 693–715): Springer.

  • Morrison, M. A., Bishop, C., Gazzola, S. B., McCutcheon, J. M., Parker, K., & Morrison, T. G. (2017). Systematic review of the psychometric properties of transphobia scales. International Journal of Transgenderism, 18(4), 395–410.

    Article  Google Scholar 

  • Morrison, M. A., & Morrison, T. G. (2003). Development and validation of a scale measuring modern prejudice toward gay men and lesbian women. Journal of Homosexuality, 43(2), 15–37.

    Article  Google Scholar 

  • Nagoshi, J. L., Adams, K. A., Terrell, H. K., Hill, E. D., Brzuzy, S., & Nagoshi, C. T. (2008). Gender differences in correlates of homophobia and transphobia. Sex Roles, 59(7–8), 521–531.

    Article  Google Scholar 

  • Norton, A. T., & Herek, G. M. (2013). Heterosexuals’ attitudes toward transgender people: Findings from a national probability sample of US adults. Sex Roles, 68(11–12), 738–753.

    Article  Google Scholar 

  • Osborne, J. W., Costello, A. B., & Kellow, J. T. (2008). Best practices in exploratory factor analysis. In Best practices in quantitative methods (pp. 86–99).

    Chapter  Google Scholar 

  • Perez-Brumer, A., Hatzenbuehler, M. L., Oldenburg, C. E., & Bockting, W. (2015). Individual-and structural-level risk factors for suicide attempts among transgender adults. Behavioral Medicine, 41(3), 164–171.

    Article  PubMed  Google Scholar 

  • Pratto, F., Sidanius, J., Stallworth, L. M., & Malle, B. F. (1994). Social dominance orientation: A personality variable predicting social and political attitudes. Journal of Personality and Social Psychology, 67(4), 741–763.

    Article  Google Scholar 

  • Radix, A., & Silva, M. (2014). Beyond the guidelines: Challenges, controversies, and unanswered questions. Pediatric Annals, 43(6), e145–e150.

    Article  PubMed  Google Scholar 

  • Rattray, J., & Jones, M. C. (2007). Essential elements of questionnaire design and development. Journal of Clinical Nursing, 16(2), 234–243.

    Article  PubMed  Google Scholar 

  • Reisner, S. L., Biello, K. B., Hughto, J. M. W., Kuhns, L., Mayer, K. H., Garofalo, R., & Mimiaga, M. J. (2016). Psychiatric diagnoses and comorbidities in a diverse, multicity cohort of young transgender women: Baseline findings from project LifeSkills. JAMA Pediatrics, 170(5), 481–486.

    Article  PubMed  PubMed Central  Google Scholar 

  • Reisner, S. L., Bradford, J., Hopwood, R., Gonzalez, A., Makadon, H., Todisco, D., et al. (2015a). Comprehensive transgender healthcare: The gender affirming clinical and public health model of Fenway Health. Journal of Urban Health, 92(3), 584–592.

    Article  PubMed  PubMed Central  Google Scholar 

  • Reisner, S. L., White Hughto, J., Dunham, E., Heflin, K., Begenyi, J., Coffey-Esquivel, J., & Cahill, S. (2015b). Legal protections in public accommodations settings: A critical public health issue for gender minority people. Milbank Quarterly, 93(3), 1–32.

    Article  Google Scholar 

  • Reisner, S. L., Deutsch, M. B., Peitzmeier, S. M., White Hughto, J. M., Cavanaugh, T., Pardee, D. J., et al. (2017a). Comparing self- and provider-collected swabbing for HPV DNA testing in female-to-male transgender adult patients: A mixed-methods biobehavioral study protocol. BMC Infectious Diseases, 17(1), 444–454. https://doi.org/10.1186/s12879-017-2539-x.

    Article  PubMed  PubMed Central  Google Scholar 

  • Reisner, S. L., Randazzo, R. K., Hughto, J. M. W., Peitzmeier, S., DuBois, L. Z., Pardee, D. J., . . . Potter, J. (2017b). Sensitive health topics with underserved patient populations: Methodological considerations for online focus group discussions. Qualitative Health Research, Ahead of print, 1-16. https://doi.org/10.1177/1049732317705355.

  • Stanton, J. M., Sinar, E. F., Balzer, W. K., & Smith, P. C. (2002). Issues and strategies for reducing the length of self-report scales. Personnel Psychology, 55(1), 167–194.

    Article  Google Scholar 

  • Stotzer, R. L. (2009). Violence against transgender people: A review of United States data. Aggression and Violent Behavior, 14(3), 170–179.

    Article  Google Scholar 

  • Strong, K. L., & Folse, V. N. (2014). Assessing undergraduate nursing students’ knowledge, attitudes, and cultural competence in caring for lesbian, gay, bisexual, and transgender patients. Journal of Nursing Education, 54(1), 45–49.

    Article  PubMed  Google Scholar 

  • Tabachnick, B. G., & Fidell, L. S. (1996). Using multivariate statistics (3rd ed.). NY: Harper Collins.

    Google Scholar 

  • Trochim, W., & Donnelly, J. (2006). The research methods knowledge base (3rd ed.). Mason, OH: Atomic Dog Publishing.

    Google Scholar 

  • United States Census Bureau. (2019). Quick Facts: United States. Retrieved from https://www.census.gov/quickfacts/fact/table/US/PST045218

  • Walch, S. E., Sinkkanen, K. A., Swain, E. M., Francisco, J., Breaux, C. A., & Sjoberg, M. D. (2012). Using intergroup contact theory to reduce stigma against transgender individuals: Impact of a transgender speaker panel presentation. Journal of Applied Social Psychology, 42(10), 2583–2605. https://doi.org/10.1111/j.1559-1816.2012.00955.x.

    Article  Google Scholar 

  • White Hughto, J. M., Clark, K. A., Altice, F. L., Reisner, S. L., Kershaw, T. S., & Pachankis, J. E. (2018). Creating, reinforcing, and resisting the gender binary: A qualitative study of transgender women’s healthcare experiences in sex-segregated jails and prisons. International Journal of Prisoner Health, 14(2), 69–88.

    Article  PubMed  PubMed Central  Google Scholar 

  • White Hughto, J. M., Murchison, G. R., Clark, K., Pachankis, J. E., & Reisner, S. L. (2016). Geographic and individual differences in healthcare access for US transgender adults: A multilevel analysis. LGBT health, 3(6), 424–433.

    Article  PubMed  PubMed Central  Google Scholar 

  • White Hughto, J. M., & Reisner, S. L. (2016). Social context of depressive distress in aging transgender adults. Journal of Applied Gerontology, Ahead of Print.

  • White Hughto, J. M., Reisner, S. L., & Pachankis, J. E. (2015). Transgender stigma and health: A critical review of stigma determinants, mechanisms, and interventions. Social Science & Medicine, 147, 222–231.

    Article  Google Scholar 

  • Wright, L. W., Adams, H. E., & Bernat, J. (1999). Development and validation of the homophobia scale. Journal of Psychopathology and Behavioral Assessment, 21(4), 337–347.

    Article  Google Scholar 

  • Yang, M.-F., Manning, D., van den Berg, J. J., & Operario, D. (2015). Stigmatization and mental health in a diverse sample of transgender women. LGBT health, 2(4), 306–312. https://doi.org/10.1089/lgbt.2014.0106.

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgments

The authors thank Dr. Marney White as well as the transgender health experts, students, clinicians, and community members who contributed their time and effort to support the development of this measure. Ms. Clark acknowledges the funding support from the UCLA Fielding School of Public Health Dowdle Fellowship in Mental Health.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Kirsty A. Clark.

Additional information

Publisher’s Note

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

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Clark, K.A., Hughto, J.M. Development and Psychometric Evaluation of the Transgender Knowledge, Attitudes, and Beliefs (T-KAB) Scale. Sex Res Soc Policy 17, 353–363 (2020). https://doi.org/10.1007/s13178-019-00399-9

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13178-019-00399-9

Keywords

Navigation