Problematizing the Measurement of Gender Identity in K-12 Education Survey Research: A Systematic Review

References

• References marked with an asterisk (*) indicate studies included in the systematic review.
   Google Scholar
• Armstrong, L. (2022, June 23). Gender-affirming care in Canada comes with barriers and delays, especially in N.S. CTV News. https://www.ctvnews.ca/health/gender-affirming-care-in-canada-comes-with-barriers-and-delays-especially-in-n-s-1.5959456
   Google Scholar
• Ashley, F. (2019). Recommendations for institutional and governmental management of gender information. SSRN Electronic Journal, 44, 489–528. https://doi.org/10.2139/ssrn.3398394
   Google Scholar
• *Austin, G., Hanson, T., Polik, J., Zheng, C. (2018). School climate, substance use, and student well-being in California, 2015–2017: Results of the Sixteenth Biennial Statewide Student Survey, Grades 7, 9, and 11. WestEd. https://data.calschls.org/resources/Biennial_State_1517.pdf
   Google Scholar
• Bauer, G. R. (2012, February 29). Making sure everyone counts: Considerations for inclusion, identification, and analysis of transgender and transsexual participants in health surveys [Webinar]. CIHR Institute of Gender and Health. https://doi.org/10.14288/1.0132676
   Google Scholar
• Bauer, G. R., Braimoh, J., Scheim, A. I., & Dharma, C. (2017). Transgender-inclusive measures of sex/gender for population surveys: Mixed-methods evaluation and recommendations. PLOS One, 12(5), e0178043. https://doi.org/10.1371/journal.pone.0178043
   PubMed Web of Science ®Google Scholar
• British Columbia Vital Statistics. (2023). Change of gender designation on birth certificates. https://www2.gov.bc.ca/gov/content/life-events/birth-adoption/births/birth-certificates/change-of-gender-designation-on-birth-certificates
   Google Scholar
• Brown, M. (2023, March 19). Safety concerns in P.E.I.’s transgender community as anti-trans sentiment surges. CBC News. https://www.cbc.ca/news/canada/prince-edward-island/cbc-pei-anti-trans-safety-concerns-1.6779578
   Google Scholar
• Butler, J. (2006). Gender trouble: Feminism and the subversion of identity. Routledge.
   Google Scholar
• *California Healthy Kids Survey. (2020a). 2020–2021 High school questionnaire: In-School core module. WestEd for California Department of Education. https://calschls.org/site/assets/files/1103/chks-hs-2021-in-school_final_watermark.pdf
   Google Scholar
• *California Healthy Kids Survey. (2020b). 2020–2021 Middle school questionnaire: In-School core module. WestEd for California Department of Education. https://calschls.org/site/assets/files/1103/chks-ms-2021-in-school_final_watermark.pdf
   Google Scholar
• Callander, D., Newman, C. E., Holt, M., Rosenberg, S., Duncan, D. T., Pony, M., Timmins, L., Cornelisse, V., Duck-Chong, L., Wang, B., & Cook, T. (2021). The complexities of categorizing gender: A hierarchical clustering analysis of data from the first Australian Trans and Gender Diverse Sexual Health Survey. Transgender Health, 6(2), 74–81. https://doi.org/10.1089/trgh.2020.0050
   PubMedGoogle Scholar
• Castillo, W., Gilborn, D. (2022). How to “QuantCrit:” Practices and questions for education data researchers and users. (EdWorkingPaper: 22–546). Annenberg Institute at Brown University. https://doi.org/10.26300/v5kh-dd65
   Google Scholar
• Cimpian, J. R. (2017). Classification errors and bias regarding research on sexual minority youths. Educational Researcher, 46(9), 517–529. https://doi.org/10.3102/0013189X17733973
   Web of Science ®Google Scholar
• Conron, K. J. & Wilson, B. D. M. (Eds.) (2019). A research agenda to reduce system involvement and promote positive outcomes with LGBTQ youth of color impacted by the child welfare and juvenile justice systems. The Williams Institute. https://williamsinstitute.law.ucla.edu/wp-content/uploads/LGBTQ-YOC-Social-Services-Jul-2019.pdf
   Google Scholar
• Crenshaw, K. W. (1994). Mapping the margins: Intersectionality, identity politics, and violence against women of color. In M. A. Fineman (Ed.), The public nature of private violence: Women and the discovery of abuse (pp. 93–118). Routledge.
   Google Scholar
• Currah, P., & Stryker, S. (2015). Introduction. TSQ : Transgender Studies Quarterly, 2(1), 1–12. https://doi.org/10.1215/23289252-2848859
   Google Scholar
• *Dane County Youth Commission. (2018). Dane County youth assessment. https://danecountyhumanservices.org/yth/dox/asmt_survey/2018/2018_exec_sum.pdf
   Google Scholar
• Darling-Hammond, K. (2019). Queeruptions and the question of QTPOC thriving in schools—An excavation. Equity & Excellence in Education, 52(4), 424–434. https://doi.org/10.1080/10665684.2019.1705205
   Web of Science ®Google Scholar
• Diamond, L. M., Pardo, S. T., & Butterworth, M. R. (2011). Transgender experience and identity. In S. J. Schwartz, K. Luyckx, & V. L. Vignoles (Eds.), Handbook of Identity Theory and Research (pp. 629–647). Springer. https://doi.org/10.1007/978-1-4419-7988-9_26
   Google Scholar
• Findlay, B. (2022). Legal rights of transgender youth seeking medical care. BC Medical Journal, 64(2), 65–68. https://bcmj.org/articles/legal-rights-transgender-youth-seeking-medical-care#a28
   Web of Science ®Google Scholar
• Frohard‐Dourlent, H., Dobson, S., Clark, B. A., Doull, M., & Saewyc, E. M. (2017). “I would have preferred more options”: Accounting for non-binary youth in health research. Nursing Inquiry, 24(1), e12150. https://doi.org/10.1111/nin.12150
   Web of Science ®Google Scholar
• Garvey, J. C. (2019). Queer quantitative query: Sexual orientation in higher education surveys. Journal of College Student Development, 60(4), 495–501. https://doi.org/10.1353/csd.2019.0042
   Web of Science ®Google Scholar
• Garvey, J. C., Hart, J., Metcalfe, A. S., & Fellabaum-Toston, J. (2019). Methodological troubles with gender and sex in higher education survey research. The Review of Higher Education, 43(1), 1–24. https://doi.org/10.1353/rhe.2019.0088
   Web of Science ®Google Scholar
• Grant, M. J., & Booth, A. (2009). A typology of reviews: An analysis of 14 review types and associated methodologies. Health Information and Libraries Journal, 26(2), 91–108. https://doi.org/10.1111/j.1471-1842.2009.00848.x
   PubMed Web of Science ®Google Scholar
• Gillborn, D., Warmington, P., & Demack, S. (2018). QuantCrit: Education, policy, ‘big data’ and principles for a critical race theory of statistics. Race Ethnicity and Education, 21(2), 158–179.
   Google Scholar
• Harrison, J., Grant, J., & Herman, J. L. (2012). A gender not listed here: Genderqueers, gender rebels, and otherwise in the National Transgender Discrimination Survey. LGBTQ Public Policy Journal at the Harvard Kennedy School, 2(1), 13. https://escholarship.org/uc/item/2zj46213
   Google Scholar
• Herman, J. L., Flores, A. R., Brown, T. N. T., Wilson, B. D. M., & Conron, K. J. (2017). Age of individuals who identify as transgender in the United States. The Williams Institute. https://williamsinstitute.law.ucla.edu/wp-content/uploads/Age-Trans-Individuals-Jan-2017.pdf
   Google Scholar
• Ho, F., & Mussap, A. J. (2019). The gender identity scale: Adapting the gender unicorn to measure gender identity. Psychology of Sexual Orientation and Gender Diversity, 6(2), 217–231. https://doi.org/10.1037/sgd0000322
   Google Scholar
• Jagose, A. (1996). Queer theory: An introduction. New York University Press.
   Google Scholar
• Johns, M. M., Lowry, R., Andrzejewski, J., Barrios, L. C., Demissie, Z., McManus, T., Rasberry, C. N., Robin, L., & Underwood, J. M. (2019). Transgender identity and experiences of violence victimization, substance use, suicide risk, and sexual risk behaviors among high school students—19 states and large urban school districts, 2017. MMWR. Morbidity and Mortality Weekly Report, 68(3), 67–71. https://doi.org/10.15585/mmwr.mm6803a3
   PubMed Web of Science ®Google Scholar
• Jones, A. M. (2022, November 24). As anti-trans health bills surge in U.S., some Canadian experts are expressing concern. CTV News. https://www.ctvnews.ca/health/as-anti-trans-health-bills-surge-in-u-s-some-canadian-experts-are-expressing-concern-1.6167845
   Google Scholar
• Keenan, H. B. (2022). Methodology as pedagogy: Trans lives, social science, and the possibilities of education research. Educational Researcher, 51(5), 307–314. https://doi.org/10.3102/0013189X2110657
   Web of Science ®Google Scholar
• Keenan, H. B., & Suárez, M. I. (2022). Toward trans studies informed theories and methods. In M. I. Suárez & M. M. Mangin (Eds.), Trans studies in K-12 education: Creating an agenda for research and practice (pp. 13–36). Harvard Education Press.
   Google Scholar
• Kmetty, Z., & Stefkovics, Á. (2022). Assessing the effect of questionnaire design on unit and item-nonresponse: Evidence from an online experiment. International Journal of Social Research Methodology, 25(5), 659–672. https://doi.org/10.1080/13645579.2021.1929714
   Web of Science ®Google Scholar
• *Kosciw, J. G., Greytak, E. A., Giga, N. M., Villenas, C., & Danischewski, D. J. (2016). The 2015 School Climate Survey: The experiences of lesbian, gay, bisexual, transgender, National and queer youth in our nation’s schools. GLSEN.
   Google Scholar
• *Kosciw, J. G., Greytak, E. A., Zongrone, A. D., Clark, C. M., Truong, N. L. (2018). The 2017 National School Climate Survey: The experiences of lesbian, gay, bisexual, transgender, and queer youth in our nation’s schools. GLSEN. https://www.glsen.org/sites/default/files/2019-10/GLSEN-2017-National-School-Climate-Survey-NSCS-Full-Report.pdf
   Google Scholar
• Kuchar, S. (2023, January 27). A wave of anti-LGBTQ laws for schools in red states has Biden administration weighing a response. USA Today. https://www.usatoday.com/story/news/politics/2023/01/27/anti-lgbtq-laws-red-states-schools/10996463002/
   Google Scholar
• Lagos, D., & Compton, D. (2021). Evaluating the use of a two-step gender identity measure in the 2018 General Social Survey. Demography, 58(2), 763–772. https://doi.org/10.1215/00703370-8976151
   PubMed Web of Science ®Google Scholar
• Levine, R. (1995). Adolescents as research subjects without permission of their parents or guardians: Ethical considerations. The Journal of Adolescent Health, 17(5), 287–297. https://doi.org/10.1016/1054-139x(95)00175-r
   PubMed Web of Science ®Google Scholar
• Mangin, M. (2020a). Transgender students in elementary school: Creating an affirming and inclusive school culture. Harvard Education Press.
   Google Scholar
• Mangin, M. M. (2020b). Transgender students in elementary schools: How supportive principals lead. Educational Administration Quarterly, 56(2), 255–288. https://doi.org/10.1177/0013161X19843579
   Google Scholar
• McCready, L. T. (2019). Queeruptions, queer of color analysis, radical action and education reform: An introduction. Equity & Excellence in Education, 52(4), 370–372. https://doi.org/10.1080/10665684.2019.1705206
   Web of Science ®Google Scholar
• Meadow, T. (2018). Trans kids: Being gendered in the twenty-first century. University of California Press.
   Google Scholar
• Meyer, E. J. (2022). Sex, gender, and education research: The case for transgender studies in education. Educational Researcher, 51(5), 315–323. https://doi.org/10.3102/0013189X21104887
   Web of Science ®Google Scholar
• Miller, G. H., Marquez-Velarde, G., Suárez, M. I., & Glass, C. (2023). Support saves lives: Exploring the relationship between stage of transition, social support, and retrospective K-12 educational experiences in transgender suicidality. Transgender Health, advance online publication. https://doi.org/10.1089/trgh.2022.0073
   Google Scholar
• Migdon, B. (2022, May 31). Here are the states where you can (and cannot) change your gender designation on official documents. The Hill. https://thehill.com/changing-america/respect/diversity-inclusion/3507206-here-are-the-states-where-you-can-and-cannot-change-your-gender-designation-on-official-documents/
   Google Scholar
• *Minnesota Student Survey Interagency Team. (2019). Minnesota student survey statewide tables. Minnesota Department of Education, Minnesota Department of Health, Minnesota Department of Human Services, Minnesota Department of Public Safety. https://public.education.mn.gov/MDEAnalytics/DataTopic.jsp?TOPICID=11
   Google Scholar
• Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. PLOS Medicine, 6(7), e1000097. https://doi.org/10.1371/journal.pmed.1000097
   PubMed Web of Science ®Google Scholar
• National Academies of Sciences, Engineering, and Medicine. (2022). Measuring sex, gender identity, and sexual orientation. The National Academies Press. https://doi.org/10.17226/26424
   Google Scholar
• Neuert, C. E. (2020). Do forced-choice (FC) questions trigger deeper cognition than check-all-that-apply (CATA) questions? Journal of Survey Statistics and Methodology, 8(4), 617–635. https://doi.org/10.1093/jssam/smz015
   Google Scholar
• Olson, K. R., Durwood, L., DeMeules, M., & McLaughlin, K. A. (2016). Mental health of transgender children who are supported in their identities. Pediatrics, 137(3), e20153223. https://doi.org/10.1542/peds.2015-3223
   PubMed Web of Science ®Google Scholar
• Olson, K. R., & Gülgöz, S. (2018). Early findings from the TransYouth Project: Gender development in transgender children. Child Development Perspectives, 12(2), 93–97. https://doi.org/10.1111/cdep.12268
   Web of Science ®Google Scholar
• Olson, K. R., Key, A. C., & Eaton, N. R. (2015). Gender cognition in transgender children. Psychological Science, 26(4), 467–474. https://doi.org/10.1177/0956797614568156
   PubMed Web of Science ®Google Scholar
• Pega, F., Reisner, S. L., Sell, R. L., & Veale, J. F. (2017). Transgender health: New Zealand’s innovative statistical standard for gender identity. American Journal of Public Health, 107(2), 217–221. https://doi.org/10.2105/AJPH.2016.303465
   PubMed Web of Science ®Google Scholar
• *Radford, A. W., Fritch, L. B., Leu, K., Duprey, M., & Christopher, E. M. (2018). High school longitudinal study of 2009 (HSLS:09) second follow-up: A first look at fall 2009 ninth-graders in 2016. U.S. Dept. of Education, Institute of Education Sciences, National Center for Education Statistics. https://nces.ed.gov/pubs2018/2018139.pdf
   Google Scholar
• Rankin, S. (2007). Campus climate for sexual minorities. Routledge.
   Google Scholar
• Reisner, S., Badgett, M. V. L., Landers., & S., Scout. (2014). Identifying transgender and other gender minority respondents on population-based surveys: How and where to ask. In J. L. Herman (Ed.), Best practices for asking questions to identify transgender and other gender minority respondents on population-based surveys (pp. 19–28) The Williams Institute. https://escholarship.org/uc/item/3qk7s1g6
   Google Scholar
• Saperstein, A., & Westbrook, L. (2021). Categorical and gradational: Alternative survey measures of sex and gender. European Journal of Politics and Gender, 4(1), 11–30. https://doi.org/10.1332/251510820X15995647280686
   Google Scholar
• Schachter, D., Kleinman, I., & Harvey, W. (2005). Informed consent and adolescents. Canadian Journal of Psychiatry, 50(9), 534–540. https://doi.org/10.1177/070674370505000906
   PubMed Web of Science ®Google Scholar
• Sell, R. L. (2007). Defining and measuring sexual orientation for research. In I. H. Meyer & M. E. Northridge (Eds.), The health of sexual minorities (pp. 355–374). Springer. https://doi.org/10.1007/978-0-387-31334-4_14
   Google Scholar
• Singer, E., & Couper, M. P. (2017). Some methodological uses of responses to open questions and other verbatim comments in quantitative surveys. Methods, Data, Analyses, 11(2), 115–134. https://doi.org/10.12758/mda.2017.01
   Web of Science ®Google Scholar
• Soszynski, M., & Bliss, R. (2022). Does survey administration mode relate to non-substantive responses? A comparison of email versus phone administration of a residential utility-sponsored energy efficiency program survey. Survey Practice, 15(1), 1–11. https://doi.org/10.29115/SP-2022-0009
   Google Scholar
• Stage, F. K. (2007). Answering critical questions using quantitative data. New Directions for Institutional Research, 2007(133), 5–16. https://doi.org/10.1002/ir.200
   Google Scholar
• Stage, F. K., & Wells, R. S. (2014). Critical quantitative inquiry in context. New Directions for Institutional Research, 2013(158), 1–7. https://doi.org/10.1002/ir.20041
   Google Scholar
• Statistics Canada. (2022a). Sex at birth and gender—2021 Census promotional material. https://www.statcan.gc.ca/en/census/census-engagement/community-supporter/sex-birth-gender
   Google Scholar
• Statistics Canada. (2022b). Understanding sex at birth and gender of people in Canada. https://www150.statcan.gc.ca/n1/daily-quotidien/220914/dq220914c-eng.htm
   Google Scholar
• Stiegler, S. (2019). Under the trees in Lincoln Center: Queer and trans homeless youth coming together in the city. Equity & Excellence in Education, 52(4), 373–382. https://doi.org/10.1080/10665684.2019.1696253
   Web of Science ®Google Scholar
• Strunk, K. K., & Hoover, P. D. (2019). Quantitative methods for social justice and equity: Theoretical and practical considerations. In K. K. Strunk & L. A. Locke (Eds.), Research methods for social justice and equity in education (pp.191–201). Palgrave MacMillan.
   Google Scholar
• Stryker, S., Currah, P., & Moore, L. J. (2008). Introduction: Trans-, trans, or transgender. Women’s Studies Quarterly, 36(3), 11–22. https://doi.org/10.1353/wsq.0.0112
   Google Scholar
• Stryker, S., & Currah, P. (2014). Introduction. TSQ: Transgender Studies Quarterly, 1(1–2), 1–18. https://doi.org/10.1215/23289252-2398540
   Google Scholar
• Suárez, M. I., Marquez-Velarde, G., Compton, D., & Poston, D. L. (2022). Demographic and socioeconomic characteristics of the transgender and cisgender populations in the U.S. In A. K. Baumle & S. Normarken (Eds.), Handbook on transgender, non-binary, and gender minority populations (pp. 73–90). Springer Nature. https://doi.org/10.1007/978-3-031-06329-9_4
   Google Scholar
• Sullivan, A. L. (2009). Hiding in the open: Navigating education at the gender poles: A study of transgender children in early childhood [Doctoral dissertation, Arizona State University]. ProQuest Dissertations and Theses. https://search.proquest.com/docview/304843384/abstract/D083D1B1CFC24495PQ/1
   Google Scholar
• Tate, C. C., Ledbetter, J. N., & Youssef, C. P. (2013). A two-step question method for assessing gender categories in the social and medical sciences. Journal of Sex Research, 50(8), 767–776. https://doi.org/10.1080/00224499.2012.690110
   PubMed Web of Science ®Google Scholar
• *Taylor, A. B., Chan, A., Hall, S. L., & Saewyc, E. M. (2020). Being safe, being me 2019: Results from the Canadian trans and non-binary youth health survey. Stigma and Resilience Among Vulnerable Youth Centre, University of British Columbia. https://apsc-saravyc.sites.olt.ubc.ca/files/2020/12/Being-Safe-Being-Me-2019_SARAVYC_ENG_1.2.pdf
   Google Scholar
• Taylor, C. G. (2008). Counterproductive effects of parental consent in research involving LGBTTIQ youth: International research ethics and a study of a transgender and two-spirit community in Canada. Journal of LGBT Youth, 5(3), 34–56. https://doi.org/10.1080/19361650802162177
   Google Scholar
• The GenIUSS Group. (2014). Best practices for asking questions to identify transgender and other gender minority respondents on population-based surveys. The Williams Institute. https://escholarship.org/uc/item/3qk7s1g6
   Google Scholar
• Yurcaba, J. (2023, January 14). With over 100 anti-LGBTQ bills before state legislatures in 2023 so far, activists say they’re ‘fired up.’ NBC News. https://www.nbcnews.com/nbc-out/out-politics-and-policy/100-anti-lgbtq-bills-state-legislatures-2023-far-activists-say-fired-rcna65349
   Google Scholar