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Research Article

Factor structure of the Klein Sexual Orientation Grid among Latina/o/x Adolescents

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Received 19 Dec 2023, Accepted 09 Jun 2024, Published online: 21 Jun 2024

References

  • Austin, S. B., Conron, K. J., Patel, A., & Freedner, N. (2007). Making sense of sexual orientation measures: Findings from a cognitive processing study with adolescents on health survey questions. Journal of LGBT Health Research, 3(1), 55–65. https://doi.org/10.1300/j463v03n01_07
  • Berona, J., Stepp, S. D., Hipwell, A. E., & Keenan, K. E. (2018). Trajectories of sexual orientation from adolescence to young adulthood: Results from a community-based urban sample of girls. The Journal of Adolescent Health, 63(1), 57–61. https://doi.org/10.1016/j.jadohealth.2018.01.015
  • Brown, T. A. (2015). Confirmatory factor analysis for applied research. Guilford publications.
  • CDC. (2022). 1991–2019 High School Youth Risk Behavior Survey Data. Retrieved March 10, 2022 from http://nccd.cdc.gov/youthonline/.
  • Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling, 14(3), 464–504. https://doi.org/10.1080/10705510701301834
  • Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9(2), 233–255. https://doi.org/10.1207/S15328007SEM0902_5
  • Cramer, R. J., Chevalier, C., Gemberling, T. M., Stroud, C. H., & Graham, J. (2015). A confirmatory factor analytic evaluation of the Klein Sexual Orientation Grid. Psychology of Sexual Orientation and Gender Diversity, 2(2), 123–129. https://doi.org/10.1037/sgd0000102
  • Davies, M., Moon, G., & Lewis, N. M. (2021). Substance use and sexuality: Comparing sexual identity and attraction using a multilevel multivariate model. Wellbeing, Space and Society, 2, 100052. https://doi.org/10.1016/j.wss.2021.100052
  • Diamond, L. M. (2016). Sexual fluidity in male and females. Current Sexual Health Reports, 8(4), 249–256. https://doi.org/10.1007/s11930-016-0092-z
  • Estrada, Y., Lozano, A., Tapia, M. I., Fernandez, A., Harkness, A., Rahman, A., & Prado, G. (Under Review). Familias con Orgullo: Feasibility and acceptability of a family prevention intervention for drug use, sexual risk behaviors, and depression among Latinx sexual minority youth.
  • Everett, B. (2015). Sexual orientation identity change and depressive symptoms: A longitudinal analysis. Journal of Health and Social Behavior, 56(1), 37–58. https://doi.org/10.1177/0022146514568349
  • Feinstein, B. A., & Dyar, C. (2017). Bisexuality, minority stress, and health. Current Sexual Health Reports, 9(1), 42–49. https://doi.org/10.1007/s11930-017-0096-3
  • Friedman, M. S., Silvestre, A. J., Gold, M. A., Markovic, N., Savin-Williams, R. C., Huggins, J., & Sell, R. L. (2004). Adolescents define sexual orientation and suggest ways to measure it. Journal of Adolescence, 27(3), 303–317. https://doi.org/10.1016/j.adolescence.2004.03.006
  • Galupo, M. P., Davis, K. S., Grynkiewicz, A. L., & Mitchell, R. C. (2014). Conceptualization of sexual orientation identity among sexual minorities: Patterns across sexual and gender identity. Journal of Bisexuality, 14(3-4), 433–456. https://doi.org/10.1080/15299716.2014.933466
  • Galupo, M. P., Mitchell, R. C., & Davis, K. S. (2018). Face validity ratings of sexual orientation scales by sexual minority adults: Effects of sexual orientation and gender identity. Archives of Sexual Behavior, 47(4), 1241–1250. https://doi.org/10.1007/s10508-017-1037-y
  • Galupo, M. P., Mitchell, R. C., Grynkiewicz, A. L., & Davis, K. S. (2014). Sexual minority reflections on the kinsey scale and the Klein Sexual Orientation Grid: Conceptualization and measurement. Journal of Bisexuality, 14(3-4), 404–432. https://doi.org/10.1080/15299716.2014.929553
  • Grafsky, E. L. (2018). Deciding to come out to parents: Toward a model of sexual orientation disclosure decisions. Family Process, 57(3), 783–799. https://doi.org/10.1111/famp.12313
  • Hu, L., &., Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1–55. https://doi.org/10.1080/10705519909540118
  • Igartua, K., Thombs, B. D., Burgos, G., & Montoro, R. (2009). Concordance and discrepancy in sexual identity, attraction, and behavior among adolescents. The Journal of Adolescent Health, 45(6), 602–608. https://doi.org/10.1016/j.jadohealth.2009.03.019
  • Jung, E., & Yoon, M. (2016). Comparisons of three empirical methods for partial factorial invariance: Forward, backward, and factor-ratio tests. Structural Equation Modeling, 23(4), 567–584. https://doi.org/10.1080/10705511.2015.1138092
  • Kann, L., Olsen, E. O., McManus, T., Harris, W. A., Shanklin, S. L., Flint, K. H., Queen, B., Lowry, R., Chyen, D., Whittle, L., Thornton, J., Lim, C., Yamakawa, Y., Brener, N., & Zaza, S. (2016). Sexual identity, sex of sexual contacts, and health-related behaviors among students in grades 9–12 – United States and Selected Sites, 2015. Morbidity and Mortality Weekly Report, 65(9), 1–202. https://doi.org/10.15585/mmwr.ss6509a1
  • Klein, F., Sepekoff, B., & Wolf, T. J. (1985). Sexual orientation: A multi-variable dynamic process. Journal of Homosexuality, 11(1-2), 35–49. https://doi.org/10.1300/J082v11n01_04
  • Kranjac, A. W., & Wagmiller, R. L. (2022). Attitudinal change, cohort replacement, and the liberalization of attitudes about same-sex relationships, 1973–2018. Sociological Perspectives, 65(2), 262–277. https://doi.org/10.1177/0731121421994858
  • Kurtines, W., & Szapocznik, J. (1995). Cultural competence in assessing Hispanic youths and families: Challenges in the assessment of treatment needs and treatment evaluation for Hispanic drug-abusing adolescents. NIDA Research Monograph, 156, 172–189.
  • Legate, N., & Rogge, R. D. (2019). Identifying basic classes of sexual orientation with latent profile analysis: Developing the multivariate sexual orientation classification system. Archives of Sexual Behavior, 48(5), 1403–1422. https://doi.org/10.1007/s10508-018-1336-y
  • Lozano, A., Fernández, A., Tapia, M. I., Estrada, Y., Juan Martinuzzi, L., & Prado, G. (2021). Understanding the lived experiences of hispanic sexual minority youth and their parents. Family Process, 60(4), 1488–1506. https://doi.org/10.1111/famp.12629
  • Macapagal, K., Coventry, R., Arbeit, M. R., Fisher, C. B., & Mustanski, B. (2017). I won’t out myself just to do a survey’: Sexual and gender minority adolescents’ perspectives on the risks and benefits of sex research. Archives of Sexual Behavior, 46(5), 1393–1409. https://doi.org/10.1007/s10508-016-0784-5
  • Marsh, H. W., Nagengast, B., & Morin, A. J. (2013). Measurement invariance of big-five factors over the life span: ESEM tests of gender, age, plasticity, maturity, and la dolce vita effects. Developmental Psychology, 49(6), 1194–1218. https://doi.org/10.1037/a0026913
  • Marshal, M. P., Dietz, L. J., Friedman, M. S., Stall, R., Smith, H. A., McGinley, J., Thoma, B. C., Murray, P. J., D'Augelli, A. R., & Brent, D. A. (2011). Suicidality and depression disparities between sexual minority and heterosexual youth: A meta-analytic review. The Journal of Adolescent Health, 49(2), 115–123. https://doi.org/10.1016/j.jadohealth.2011.02.005
  • Marshal, M. P., Friedman, M. S., Stall, R., King, K. M., Miles, J., Gold, M. A., Bukstein, O. G., & Morse, J. Q. (2008). Sexual orientation and adolescent substance use: A meta-analysis and methodological review. Addiction, 103(4), 546–556. https://doi.org/10.1111/j.1360-0443.2008.02149.x
  • Matsick, J. L., Kruk, M., Palmer, L., Layland, E. K., & Salomaa, A. C. (2022). Extending the social category label effect to stigmatized groups: Lesbian and gay people’s reactions to “Homosexual” as a Label. Journal of Social and Political Psychology, 10(1), 369–390. https://doi.org/10.5964/jspp.6823
  • Matthews, D. D., Blosnich, J. R., Farmer, G. W., & Adams, B. J. (2013). Operational definitions of sexual orientation and estimates of adolescent health risk behaviors. LGBT Health, 1(1), 42–49. https://doi.org/10.1089/lgbt.2013.0002
  • Meredith, W., & Horn, J. (2001). The role of factorial invariance in modeling growth and change.
  • Muthén, L. K., & Muthen, B. (2017). Mplus user’s guide: Statistical analysis with latent variables, user’s guide. Muthén & Muthén.
  • National Academies of Sciences, E., & Medicine. (2020). Understanding the well-being of LGBTQI + populations. The National Academies Press. https://doi.org/10.17226/25877
  • National Academies of Sciences, E., & Medicine. (2022). Measuring sex, gender identity, and sexual orientation. The National Academies Press. https://doi.org/10.17226/26424
  • Patton, G. C., & Viner, R. (2007). Pubertal transitions in health. Lancet, 369(9567), 1130–1139. https://doi.org/10.1016/S0140-6736(07)60366-3
  • Pew Research Center. (2014). Religion in Latin America. https://www.pewresearch.org/religion/2014/11/13/religion-in-latin-america/#:∼:text=Latin%20America%20is%20home%20to,first%20time%20in%20its%20history.
  • Prado, G., Estrada, Y., Rojas, L. M., Bahamon, M., Pantin, H., Nagarsheth, M., Gwynn, L., Ofir, A. Y., Forster, L. Q., Torres, N., & Brown, C. H. (2019). Rationale and design for eHealth Familias Unidas primary care: A drug use, sexual risk behavior, and STI preventive intervention for hispanic youth in pediatric primary care clinics. Contemporary Clinical Trials, 76, 64–71. https://doi.org/10.1016/j.cct.2018.11.005
  • Rasberry, C. N., Lowry, R., Johns, M., Robin, L., Dunville, R., Pampati, S., Dittus, P. J., & Balaji, A. (2018). Sexual risk behavior differences among sexual minority high school students – United States, 2015 and 2017. MMWR. Morbidity and Mortality Weekly Report, 67(36), 1007–1011. https://doi.org/10.15585/mmwr.mm6736a3
  • Rosario, M., Schrimshaw, E. W., & Hunter, J. (2008). Predicting different patterns of sexual identity development over time among lesbian, gay, and bisexual youths: A cluster analytic approach. American Journal of Community Psychology, 42(3-4), 266–282. http://www.hubmed.org/display.cgi?uids=18972204 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3192490/pdf/nihms326598.pdf https://doi.org/10.1007/s10464-008-9207-7
  • Rosario, M., Schrimshaw, E. W., & Hunter, J. (2011). Different patterns of sexual identity development over time: Implications for the psychological adjustment of lesbian, gay, and bisexual youths. Journal of Sex Research, 48(1), 3–15. https://doi.org/10.1080/00224490903331067
  • Saewyc, E. M. (2011). Research on adolescent sexual orientation: Development, health disparities, stigma, and resilience. Journal of Research on Adolescence, 21(1), 256–272. https://doi.org/10.1111/j.1532-7795.2010.00727.x
  • Saewyc, E. M., Bauer, G. R., Skay, C. L., Bearinger, L. H., Resnick, M. D., Reis, E., & Murphy, A. (2004). Measuring sexual orientation in adolescent health surveys: Evaluation of eight school-based surveys. The Journal of Adolescent Health, 35(4), 345.e341–345.e315. https://doi.org/10.1016/j.jadohealth.2004.06.002
  • Savin-Williams, R. C. (2001). Suicide attempts among sexual-minority youths: Population and measurement issues. Journal of Consulting and Clinical Psychology, 69(6), 983–991. https://doi.org/10.1037/0022-006x.69.6.983
  • Stewart, J., Spivey, L. A., Widman, L., Choukas-Bradley, S., & Prinstein, M. J. (2019). Developmental patterns of sexual identity, romantic attraction, and sexual behavior among adolescents over three years. Journal of Adolescence, 77(1), 90–97. https://doi.org/10.1016/j.adolescence.2019.10.006
  • Temkin, D., Belford, J., McDaniel, T., Stratford, B., & Parris, D. (2017). Improving measurement of sexual orientation and gender identity among middle and high school students. Child Trends, 22, 1–64.
  • Tierney, D., Spengler, E. S., Schuch, E., & Grzanka, P. R. (2021). Sexual orientation beliefs and identity development: A person-centered analysis among sexual minorities. Journal of Sex Research, 58(5), 625–637. https://doi.org/10.1080/00224499.2021.1878344
  • Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3(1), 4–70. https://doi.org/10.1177/109442810031002
  • Weinrich, J. D., Snyder, P. J., Pillard, R. C., Grant, I., Jacobson, D. L., Robinson, S. R., & McCutchan, J. A. (1993). A factor analysis of the Klein Sexual Orientation Grid in two disparate samples. Archives of Sexual Behavior, 22(2), 157–168. https://doi.org/10.1007/BF01542364
  • Willis, G. B., & Artino, A. R. (2013). What do our respondents think we’re asking? Using cognitive interviewing to improve medical education surveys. Journal of Graduate Medical Education, 5(3), 353–356. https://doi.org/10.4300/JGME-D-13-00154.1
  • Wolff, M., Wells, B., Ventura-DiPersia, C., Renson, A., & Grov, C. (2017). Measuring sexual orientation: A review and critique of US data collection efforts and implications for health policy. Journal of Sex Research, 54(4-5), 507–531. https://doi.org/10.1080/00224499.2016.1255872
  • Wright, C. L. (2014). Sexual behaviors of Hispanic emerging adults: Examining the immigrant paradox. Marriage & Family Review, 50(3), 246–268. https://doi.org/10.1080/01494929.2013.879550
  • Yoon, M., &Lai, M. H. C. (2018). Testing Factorial Invariance With Unbalanced Samples. Structural Equation Modeling: A Multidisciplinary Journal, 25(2), 201–213.
  • Yu, C.-Y. (2002). Evaluating cutoff criteria of model fit indices for latent variable models with binary and continuous outcomes. University of California.

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