Patterns of Sexual Risk Behaviors among College Women: A Latent Profile Analysis

References

• Andersen, B. L., & Cyranowski, J. M. (1994). Women’s sexual self-schema. Journal of Personality and Social Psychology, 67, 1079–1100. doi:10.1037/0022-3514.67.6.1079
   Web of Science ®Google Scholar
• Antony, M. M., Bieling, P. J., Cox, B. J., Enns, M. W., & Swinson, R. P. (1998). Psychometric properties of the 42‐item and 21‐item versions of the Depression Anxiety Stress Scales in clinical groups and a community sample. Psychological Assessment, 10, 176–181. doi:10.1037/1040-3590.10.2.176
   Web of Science ®Google Scholar
• Arminger, G., Stein, P., & Wittenberg, J. (1999). Mixtures of conditional mean-and covariance-structure models. Psychometrika, 64, 475–494. doi:10.1007/BF02294568
   Web of Science ®Google Scholar
• Arnett, J. J. (2000). Emerging adulthood: A theory of development from the late teens through the twenties. American Psychologist, 55, 469–480. doi:10.1037/0003-066X.55.5.469
   PubMed Web of Science ®Google Scholar
• Asparouhov, T., & Muthén, B. (2014). Auxiliary variables in mixture modeling: Three-step approaches using Mplus. Structural Equation Modeling, 21, 329–341. doi:10.1080/10705511.2014.915181
   Web of Science ®Google Scholar
• Bakk, Z., & Vermunt, J. K. (2014). Robustness of stepwise latent class modeling with continuous distal outcomes. Structural Equation Modeling: A Multidisciplinary Journal, 23, 20–31. doi:10.1080/10705511.2014.955104
   Web of Science ®Google Scholar
• Barbor, T. F., Higgins-Biddle, J. C., Saunders, J. B., & Monteiro, M. (2001). The Alcohol Use Disorders Identification Test: Guidelines for use in primary care (2nd ed.). Retrieved from World Health Organization, Geneva, Switzerland, website http://www.who.int/en
   Google Scholar
• Barriger, M., & Vélez-Blasini, C. J. (2013). Descriptive and injunctive social norm overestimation in hooking up and their role as predictors of hook-up activity in a college student sample. Journal of Sex Research, 50, 84–94. doi:10.1080/00224499.2011.607928
   PubMed Web of Science ®Google Scholar
• Bogle, K. A. (2008). Hooking up: Sex, dating, and relationships on campus. New York, NY: New York University Press.
   Google Scholar
• Bolck, A., Croon, M. A., & Hagenaars, J. A. (2004). Estimating latent structure models with categorical variables: One-step versus three-step estimators. Political Analysis, 12, 3–27. doi:10.1093/pan/mph001
   Web of Science ®Google Scholar
• Brown, J. L., Talley, A. E., Littlefield, A. K., & Gause, N. K. (2016). Young women’s alcohol expectancies for sexual risk-taking mediate the link between sexual enhancement motives and condomless sex when drinking. Journal of Behavioral Medicine, 39, 925–930. doi:10.1007/s10865-016-9760-8
   PubMed Web of Science ®Google Scholar
• Brown, J. L., & Vanable, P. A. (2007). Alcohol use, partner type, and risky sexual behavior among college students: Findings from an event-level study. Addictive Behaviors, 32, 2940–2952. doi:10.1016/j.addbeh.2007.06.011
   PubMed Web of Science ®Google Scholar
• Cantor, D., Fisher, B., Chibnall, S. H., Townsend, R., Lee, H., Thomas, G., & Westat, Inc. (2015). Report on the AAU campus climate survey on sexual assault and sexual misconduct. Retrieved from https://www.aau.edu/sites/default/files/%40%20Files/Climate%20Survey/AAU_Campus_Climate_Survey_12_14_15.pdf
   Google Scholar
• Celeux G., & Soromenho, G. (1996). An entropy criterion for assessing the number of clusters in a mixture model. Journal of Classification, 13, 195–202. doi:10.1007/BF01246098
   Web of Science ®Google Scholar
• Centers for Disease Control and Prevention. (2017). Sexually transmitted disease surveillance 2016. Atlanta, GA: U.S. Department of Health and Human Services. https://www.cdc.gov/std/stats16/CDC_2016_STDS_Report-for508WebSep21_2017_1644.pdf
   Google Scholar
• Clark, S. L., & Muthén, B. (2009). Relating latent class analysis results to variables not included in the analysis. Unpublished manuscript. Retrieved from http://www.statmodel.com/papers.shtml
   Google Scholar
• Collins, L. M., & Lanza, S. T. (2010). Latent class and latent transition analysis: With applications in the social, behavioral, and health sciences. Hoboken, NJ: Wiley.
   Google Scholar
• Cooper, M. L. (2002). Alcohol use and risky sexual behavior among college students and youth: Evaluating the evidence. Journal of Studies on Alcohol, 14, 101–117. doi:10.15288/jsas.2002.s14.101
   Web of Science ®Google Scholar
• Cooper, M. L., Agocha, V. B., & Sheldon, M. S. (2000). A motivational perspective on risky behaviors: The role of personality and affect regulatory processes. Journal of Personality, 68, 1059–1088. doi:10.1111/1467-6494.00126
   PubMed Web of Science ®Google Scholar
• Cooper, M. L., Shapiro, C. M., & Powers, A. M. (1998). Motivations for sex and risky sexual behavior among adolescents and young adults: A functional perspective. Journal of Personality and Social Psychology, 75, 1528–1558. doi:10.1037/0022-3514.75.6.1528
   PubMed Web of Science ®Google Scholar
• Cover, T. M., & Thomas J. A. (2006). Elements of information theory (2nd ed.). Hoboken, NJ: Wiley.
   Google Scholar
• Crawford, M., & Popp, D. (2003). Sexual double standards: A review and methodological critique of two decades of research. Journal of Sex Research, 40, 13–26. doi:10.1080/00224490309552163
   PubMed Web of Science ®Google Scholar
• Dunne, E. F., Unger, E. R., Sternberg, M., McQuillan, G., Swan, D. C., Patel, S. S., & Markowitz, L. E. (2007). Prevalence of HPV infection among females in the United States. JAMA, 297, 813–819. doi:10.1001/jama.297.8.813
   PubMed Web of Science ®Google Scholar
• Dworkin, J. (2005). Risk taking as developmentally appropriate experimentation for college students. Journal of Adolescent Research, 20, 219–241. doi:10.1177/0743558404273073
   Web of Science ®Google Scholar
• Flack, W. F., Daubman, K. A., Caron, M. L., Asadorian, J. A., D’Aureli, N. R., Gigliotti, S. N., … Stine, E. R. (2007). Risk factors and consequences of unwanted sex among university students: Hooking up, alcohol and stress response. Journal of Interpersonal Violence, 22, 139–157. doi:10.1177/0886260506295354
   PubMed Web of Science ®Google Scholar
• Flannery, D., & Ellingson, L. (2003). Sexual risk behaviors among first year college students, 2000-2002. Californian Journal of Health Promotion, 1, 93–104. doi:10.32398/cjhp.v1i3.521
   Google Scholar
• Fielder, R. L., & Carey, M. P. (2010). Prevalence and characteristics of sexual hookups among first semester female college students. Journal of Sex & Marital Therapy, 36, 346–359. doi:10.1080/0092623X.2010.488118
   PubMed Web of Science ®Google Scholar
• Fisher, B. S., Daigle, L. E., Cullen, F. T., & Turner, M. G. (2000). Reporting sexual victimization to the police and others: Results from a national level study of college women. Criminal Justice and Behavior, 30, 6–38. doi:10.1177/0093854802239161
   Google Scholar
• Fraley, C., & Raftery, A.E. (1998). How many clusters? Which clustering method? Answers via model-based cluster analysis. The Computer Journal, 41, 578–588. doi:10.1093/comjnl/41.8.578
   Web of Science ®Google Scholar
• Gaetano, J. (2013). Holm-Bonferroni sequential correction: An EXCEL calculator. Retrieved from https://www.researchgate.net/publication/236969037_Holm-Bonferroni_Sequential_Correction_An_EXCEL_Calculator
   Google Scholar
• Goldstein, A. L., Barnett, N. P., Pedlow, C. T., & Murphy, J. G. (2007). Drinking in conjunction with sexual experiences among at-risk college student drinkers. Journal of Studies on Alcohol and Drugs, 68, 697–705. doi:10.15288/jsad.2007.68.697
   PubMed Web of Science ®Google Scholar
• Hamilton, L., & Armstrong, E. A. (2009). Gendered sexuality in young adulthood: Double binds and flawed options. Gender & Society, 23, 589–616. doi:10.1177/0891243209345829
   Web of Science ®Google Scholar
• Hill, A. L., Degnan, K. A., Calkins, S. D., & Keane, S. P. (2006). Profiles of externalizing behavior problems for boys and girls across preschool: The roles of emotion regulation and inattention. Developmental Psychology, 42, 913–928. doi:10.1037/0012-1649.42.5.913
   PubMed Web of Science ®Google Scholar
• Hipp, J. R., & Bauer, D. J. (2006). Local solutions in the estimation of growth mixture models. Psychological Methods, 11, 36–53. doi:10.1037/1082-989X.11.1.36
   PubMed Web of Science ®Google Scholar
• Holm, S. (1979). A simple sequentially rejective multiple test procedure. Scandinavian Journal of Statistics, 6, 65–70.
   Web of Science ®Google Scholar
• Howells, N. L., & Orcutt, H. K. (2014). Diary study of sexual risk taking, alcohol use, and strategies for reducing negative affect in female college students. Journal of Studies on Alcohol and Drugs, 75, 399–403. doi:10.15288/jsad.2014.75.399
   PubMed Web of Science ®Google Scholar
• Hynie, M., Lydon, J. E., Cote, S., & Wiener, S. (1998). Relational sexual scripts and women’s condom use: The importance of internalized norms. Journal of Sex Research, 35, 370–380. doi:10.1080/00224499809551955
   Web of Science ®Google Scholar
• Jaccard, J., McDonald, R., Wan, C. K., Dittus, P. J., & Quinlan, S. (2002). The accuracy of self-reports of condom use and sexual behavior. Journal of Applied Social Psychology, 23, 1863–1905. doi:10.1111/j.1559-1816.2002.tb00263.x
   Google Scholar
• Joffe, G. P., Foxman, B., Schmidt, A. J., Farris, K. B., Carter, R. J., Neumann, S., … Walters, A. M. (1992). Multiple partners and partner choice as risk factors for sexually transmitted disease among college female students. Sexually Transmitted Diseases, 19, 272–278. doi:10.1097/00007435-199209000-00006
   PubMed Web of Science ®Google Scholar
• Kaestle, C. E., & Evans, L. M. (2018). Implications of no recent sexual activity, casual sex, or exclusive sex for college women’s sexual well-being depend on sexual attitudes. Journal of American College Health, 66, 32–40. doi:10.1080/07448481.2017.1369090
   PubMed Web of Science ®Google Scholar
• Kan, M. L., Cheng, Y. H. A., Landale, N. S., & McHale, S. M. (2010). Longitudinal predictors of change in number of sexual partners across adolescence and early adulthood. Journal of Adolescent Health, 46, 25–31. doi:10.1016/j.jadohealth.2009.05.002
   PubMed Web of Science ®Google Scholar
• Kilmer, J. R., Hunt, S. B., Lee, C. M., & Neighbors, C. (2007). Marijuana use, risk perception, and consequences: Is perceived risk congruent with reality? Addictive Behaviors, 32, 3026–3033. doi:10.1016/j.addbeh.2007.07.009
   PubMed Web of Science ®Google Scholar
• Kim, J. L., Collins, R. L., Kanouse, D. E., Elliott, M. N., Berry, S. H., Hunter, S. B., … Kunkel, D. (2006). Sexual readiness, household policies, and other predictors of adolescents’ exposure to sexual content in mainstream entertainment television. Media Psychology, 8, 449–471. doi:10.1207/s1532785xmep0804_6
   Web of Science ®Google Scholar
• Kotloff, K. L., Tacket, C. O., Wasserman, S. S., Bridwell, M. W., Cowan, J. E., Clemens, J. D., … Quinn, T. C. (1991). A voluntary serosurvey and behavioral risk assessment for human immunodeficiency virus infection among college students. Sexually Transmitted Diseases, 18, 223–227. doi:10.1097/00007435-199110000-00005
   PubMed Web of Science ®Google Scholar
• Kuperberg, A., & Padgett, J. E. (2017). Partner meeting contexts and risky behavior in college students’ other-sex and same-sex hookups. Journal of Sex Research, 54, 55–72. doi:10.1080/00224499.2015.1124378
   PubMed Web of Science ®Google Scholar
• Labrie, J. W., Hummer, J. F., Ghaidarov, T. M., Lac, A., & Kenney, S. R. (2014). Hooking up in the college context: The event-level effects of alcohol use and partner familiarity on hookup behaviors and contentment. Journal of Sex Research, 51, 62–73. doi:10.1080/00224499.2012.714010
   PubMed Web of Science ®Google Scholar
• Lam, C. B., & Lefkowitz, E. S. (2013). Risky sexual behaviors in emerging adults: Longitudinal changes and within-person variations. Archives of Sexual Behavior, 42, 523–532. doi:10.1007/s10508-012-9959-x
   PubMed Web of Science ®Google Scholar
• Laska, M. N., Pasch, K. E., Lust, K., Story, M., & Ehlinger, E. (2009). Latent class analysis of lifestyle characteristics among college youth. Prevention Science, 10, 376–386. doi:10.1007/s11121-009-0140-2
   PubMed Web of Science ®Google Scholar
• Larose, C., Harel, O., Kordas, K., & Dey, D. K. (2016). Latent class analysis of incomplete data via an entropy-based criterion. Statistical Methodology, 32, 107–121. doi:10.1016/j.stamet.2016.04.004
   PubMedGoogle Scholar
• Lehan Mackin, M., Clark, M. K., McCarthy, A. M., & Farris, K. (2015). Knowledge and use of emergency contraception in college women. Western Journal of Nursing Research, 37, 462–480. doi:10.1177/0193945914551005
   PubMed Web of Science ®Google Scholar
• Lewis, M. A., Lee, C. M., Patrick, M. E., & Fossos, N. (2007). Gender-specific normative misperceptions of risky sexual behavior and alcohol-related risky sexual behavior. Sex Roles, 57, 81–90. doi:10.1007/s11199-007-9218-0
   Web of Science ®Google Scholar
• Lindgren, K. P., Schacht, R. L., Pantalone, D. W., & Blayney, J. A. (2009). Sexual communication, sexual goals, and students’ transition to college: Implications for sexual assault, decision-making, and risky behaviors. Journal of College Student Development, 50, 491–503. doi:10.1353/csd.0.0095
   PubMed Web of Science ®Google Scholar
• Little, R. J., & Rubin, D.B. (1987). Statistical analysis with missing data. New York, NY: Wiley.
   Google Scholar
• Littleton, H. L., Grills-Taquechel, A., & Drum, K. B. (2014). Predicting risky sexual behavior in emerging adulthood: Examination of a moderated mediation model among child sexual abuse and adult sexual assault victims. Violence and Victims, 29, 981–998. doi:10.1891/0886-6708.VV-D-13-00067
   PubMed Web of Science ®Google Scholar
• Littleton, H., Layh, M., Rudolph, K., Haney, L. (2019). Evaluation of the Sexual Experiences Survey-Revised as a screening measure for sexual assault victimization among college students. Psychology of Violence, 5, 555–563. doi:10.1037/vio0000191
   Google Scholar
• Lovibond, S. H. & Lovibond, P. F. (1995). Manual for the Depression Anxiety & Stress Scales (2nd ed.). Psychology Foundation of Australia, New South Wales, Australia.
   Google Scholar
• Manthos, M., Owen, J., & Fincham, F. D. (2014). A new perspective on hooking up among college students: Sexual behavior as a function of distinct groups. Journal of Social and Personal Relationships, 31, 815–829. doi:10.1177/0265407513505932
   Web of Science ®Google Scholar
• McLachlan, G. J., & Peel, D. (2000). Finite mixture models. New York, NY: Wiley.
   Google Scholar
• Merz, E. L., & Roesch, S. C. (2011). A latent profile analysis of the five factor model of personality: Modeling trait interactions. Personality and Individual Differences, 51, 915–919. doi:10.1016/j.paid.2011.07.022
   PubMed Web of Science ®Google Scholar
• Meston, C., & Trapnell, P. (2005). Development and validation of a five‐factor sexual satisfaction and distress scale for women: The Sexual Satisfaction Scale for Women (SSS‐W). The Journal of Sexual Medicine, 2, 66–81. doi:10.1111/j.1743-6109.2005.20107.x
   PubMed Web of Science ®Google Scholar
• Metzger, I. W., Cooper, S. M., Ritchwood, T. D., Onyeuku, C., & Griffin, C. B. (2017). Profiles of African American college students’ alcohol use and sexual behaviors: Associations with stress, racial discrimination, and social support. Journal of Sex Research, 54, 374–385. doi:10.1080/00224499.2016.1179709
   PubMed Web of Science ®Google Scholar
• Miles, H., Winstock, A., & Strang, J. (2001). Identifying young people who drink too much: The clinical utility of the five-item Alcohol Use Disorders Identification Test (AUDIT). Drug and Alcohol Review, 20, 9–18. doi:10.1080/09595230020029347
   Web of Science ®Google Scholar
• Muthén, L.K. and Muthén, B.O. (1998–2017). Mplus user’s guide (8th ed.). Los Angeles, CA: Muthén & Muthén.
   Google Scholar
• Nyland, K. L., Asparouhov, T., & Muthén, B. O. (2007). Deciding on the number of classes in latent class analysis and growth mixture modeling: A Monte Carlo simulation study. Structural Equation Modeling, 14, 535–569. doi:10.1080/10705510701575396
   Web of Science ®Google Scholar
• Olejnik, S., Li, J., Supattathum, S., & Huberty, C. J. (1997). Multiple testing and statistical power with modified Bonferroni procedures. Journal of Educational and Behavioral Statistics, 22, 389–406. doi:10.3102/10769986022004389
   Web of Science ®Google Scholar
• Olmstead, S. B., Billen, R. M., Conrad, K. A., Pasley, K., & Fincham, F. D. (2013). Sex, commitment, and casual sex relationships among college men: A mixed-methods analysis. Archives of Sexual Behavior, 42, 561–571. doi:10.1007/s10508-012-0047-z
   PubMed Web of Science ®Google Scholar
• Osman, A., Wong, J. L., Bagge, C. L., Freedenthal, S., Gutierrez, P. M., & Lozano, G. (2012). The Depression Anxiety Stress Scales-21 (DASS‐21): Further examination of dimensions, scale reliability, and correlates. Journal of Clinical Psychology, 68, 1322–1338. doi:10.1002/jclp.21908
   PubMed Web of Science ®Google Scholar
• Oswalt, S. B., & Wyatt, T. J. (2014). Hispanic and White college students’ sexual behavior. Journal of Hispanic Higher Education, 13, 206–222. doi:10.1177/1538192714532500
   Google Scholar
• Owen, J., Fincham, F. D., & Moore, J. (2011). Short-term prospective study of hooking up among college students. Archives of Sexual Behavior, 40, 331–341. doi:10.1007/s10508-010-9697-x
   PubMed Web of Science ®Google Scholar
• Patrick, M. E., & Maggs, J. L. (2010). Profiles of motivations for alcohol use and sexual behavior among first year university students. Journal of Adolescence, 33, 755–765. doi:10.1016/j.adolescence.2009.10.003
   PubMed Web of Science ®Google Scholar
• Patrick, M. E., Maggs, J. L., & Abar, C. C. (2007). Reasons to have sex, personal goals, and sexual behavior during the transition to college. Journal of Sex Research, 44, 240–249. doi:10.1080/00224490701443759
   PubMed Web of Science ®Google Scholar
• Paul, E. L., McManus, B., & Hayes, A. (2000). “Hookups”: Characteristics and correlates of college students’ spontaneous and anonymous sexual experiences. Journal of Sex Research, 37, 76–88. doi:10.1080/00224490009552023
   Web of Science ®Google Scholar
• Pflieger, J. C., Cook, E. C., Niccolai, L. M., & Connell, C. M. (2013). Racial/ethnic differences in patterns of sexual risk behavior and rates of sexually transmitted infections among female young adults. American Journal of Public Health, 103, 903–909. doi:10.2105/AJPH.2012.301005
   PubMed Web of Science ®Google Scholar
• Piccinelli, M., & Tansella, M. (1997). Efficacy of the Alcohol Use Disorders Identification Test as a screening tool for hazardous alcohol intake and related disorders in primary care: A validation study. British Medical Journal, 314, 420–424. doi:10.1136/bmj.314.7078.420
   PubMed Web of Science ®Google Scholar
• Reinisch, J. M., Hill, C. A., Sanders, S. A., & Ziemba-Davis, M. (1995). High-risk sexual behavior at a midwestern university: A confirmatory survey. Family Planning Perspectives, 27, 79–82. doi:10.2307/2135910
   PubMedGoogle Scholar
• Scott-Sheldon, L. A., Carey, M. P., & Carey, K. B. (2010). Alcohol and risky sexual behavior among heavy drinking college students. AIDS and Behavior, 14, 845–853. doi:10.1007/s10461-008-9426-9
   PubMed Web of Science ®Google Scholar
• Schwarz, G. (1978). Estimating the dimension of a model. The Annals of Statistics, 6, 461–464. doi:10.1214/aos/1176344136
   Web of Science ®Google Scholar
• Seabrook, R. C., Ward, L. M., Cortina, L. M., Giaccardi, S., & Lippman, J. R. (2017). Girl power or powerless girl? Television, sexual scripts, and sexual agency in sexually active young women. Psychology of Women Quarterly, 41, 240–253. doi:10.1177/0361684316677028
   Web of Science ®Google Scholar
• Shannon, C. E. (1948). A mathematical theory of communication. Bell System Technical Journal, 27, 379–423. doi:10.1002/j.1538-7305.1948.tb01338.x
   Web of Science ®Google Scholar
• Sinclair, S. J., Siefert, C. J., Slavin-Mulford, J. M., Stein, M. B., Renna, M., & Blais, M. A. (2012). Psychometric evaluation and normative data for the Depression, Anxiety, and Stress Scales-21 (DASS-21) in a nonclinical sample of US adults. Evaluation & the Health Professions, 35, 259–279. doi:10.1177/0163278711424282
   PubMed Web of Science ®Google Scholar
• Testa, M., Hoffman, J. H., & Livingston, J. A. (2010). Alcohol and sexual risk behaviors as mediators of the sexual victimization–revictimization relationship. Journal of Consulting and Clinical Psychology, 78, 249–259. doi:10.1037/a0018914
   PubMed Web of Science ®Google Scholar
• Turchik, J. A., & Garske, J. P. (2009). Measurement of sexual risk taking among college students. Archives of Sexual Behavior, 38, 936–948. doi:10.1007/s10508-008-9388-z
   PubMed Web of Science ®Google Scholar
• Walker, D. P., Messman-Moore, T. L., & Ward, R. M. (2011). Number of sexual partners and sexual assertiveness predict sexual victimization: Do more partners equal more risk? Violence and Victims, 26, 774–787. doi:10.1891/0886-6708.26.6.774
   PubMed Web of Science ®Google Scholar
• Winslow, R. W., Franzini, L. R., & Hwang, J. (1992). Perceived peer norms, casual sex, and AIDS risk prevention. Journal of Applied Social Psychology, 22, 1809–1827. doi:10.1111/j.1559-1816.1992.tb00978.x
   Web of Science ®Google Scholar