“Classifying D/s Profiles Without Prior Assumptions: An Application of Cluster Analysis to Social Data”

References

• Alison, L., Santtila, P., Sandnabba, N. K., & Nordling, N. (2001). Sadomasochistically oriented behavior: Diversity in practice and meaning. Archives of Sexual Behavior, 30(1), 1–12. doi:10.1023/A:1026438422383
   PubMed Web of Science ®Google Scholar
• Arsuaga, F. J. Analysis of genomic data using computational algebraic topology. Presentation at the Topology Seminar, University of Wisconsin–Milwaukee, March/10/2011.
   Google Scholar
• Baldwin, G. (2003). “Old Guard”: Its origins, traditions, mystique and rules. In Ties That Bind: The SM/Leather/Fetish Erotic Style. Daedalus, 2nd.
   Google Scholar
• Beyer, D. (2015). July 19 Data has a shape. Interview with Gurjeet Singh, co-founder of Symphony AyasdiAI. https://www.oreilly.com/content/data-has-a-shape/.
   Google Scholar
• Blanchard, R. (1989, Oct). The concept of autogynephilia and the typology of male gender dysphoria. The Journal of Nervous and Mental Disease, 177(10), 616–623. doi:10.1097/00005053-198910000-00004
   PubMed Web of Science ®Google Scholar
• Breslow, N., Evans, L., & Langley, J. (1985). On the prevalence and roles of females in the sadomasochistic subculture: Report of an empirical study. Archives of Sexual Behavior, 14(4), 303–317. doi:10.1007/BF01550846
   PubMed Web of Science ®Google Scholar
• Breslow, N., Evans, L., & Langley, J. (1986). Comparisons among heterosexual, bisexual, and homosexual male sadomasochists. Journal of Homosexuality, 13(1), 83–107. doi:10.1300/J082v13n01_06
   PubMed Web of Science ®Google Scholar
• Califia, P. (editor). (1988). The Lesbian S/M Safety Manual. Lace/Alyson.
   Google Scholar
• Cheng, E. (2020). X + Y: A Mathematician’s Manifesto for Rethinking Gender. Basic Books.
   Google Scholar
• Clatworthy, J., Buick, D., Hankins, M., Weinman, J., & Horne, R. (2005). The use and reporting of cluster analysis in health psychology: A review. British Journal of Health Psychology, 10(3), 329–358. doi:10.1348/135910705X25697
   PubMed Web of Science ®Google Scholar
• Contributors, W. Feminization (activity). Wikipedia, The Free Encyclopedia (website). Date accessed: Nov. 16, 2021. https://en.wikipedia.org/w/index.php?title=Feminization_(activity)&oldid=1055328937
   Google Scholar
• Coppens, V., Brink, S., Huys, W., Fransen, E., & Morrens, M. (2020). A survey on BDSM-related activities: BDSM experience correlates with age of first exposure, interest profile, and role identity. Journal of Sex Research, 57(1), 129–136. doi:10.1080/00224499.2018.1558437
   PubMed Web of Science ®Google Scholar
• Coser, L. A. (1965). George Simmel. In L. A. Coser (Ed.), George Simmel. Prentice-Hall.
   Google Scholar
• Cross, P. A., & Matheson, K. (2006). Understanding sadomasochism: An empirical examination of four perspectives.50996859588500. Journal of Homosexuality, 50(2–3), 133–166. doi:10.1300/J082v50n02_07
   PubMed Web of Science ®Google Scholar
• De Neef, N., Coppens, V., Huys, W., & Morrens, M. (2019). Bondage-discipline, dominance-submission and sadomasochism (BDSM) from an integrative biopsychosocial perspective: A systematic review. Sexual Medicine, 7(2), 129–144. doi:10.1016/j.esxm.2019.02.002
   PubMed Web of Science ®Google Scholar
• Delacre, M., Lakens, D., & Leys, C. (2017, Apr). Why psychologists should by default use Welch’s t-test instead of Student’s t-test. International Review of Social Psychology, 30(1), 92. doi:10.5334/irsp.82
   Web of Science ®Google Scholar
• Deleuze, G. (1988). Foucault. University of Minnesota.
   Google Scholar
• Deleuze, G. (1989). Coldness and cruelty. In Masochism: Coldness and Cruelty. Zone Books.
   Google Scholar
• Deleuze, G., & Guattari, F. (1996). Anti-Oedipus: Capitalism and Schizophrenia. University of Minnesota.
   Google Scholar
• Deleuze, G., & Guattari, F. (1998). A Thousand Plateaus: Capitalism and Schizophrenia. University of Minnesota.
   Google Scholar
• Durkheim, É. (1982). The Rules of Sociological Method. Free Press.
   Google Scholar
• Eco, U. (1995, June 22). Ur-Fascism. New York Review of Books.
   Web of Science ®Google Scholar
• Ernulf, K. E., & M, S. (1995). Innala. Sexual bondage: A review and unobtrusive investigation. Archives of Sexual Behavior, 24(6), 631–654. doi:10.1007/BF01542185
   PubMed Web of Science ®Google Scholar
• Foucault, M. (1973). The Order of Things: An Archaeology of the Human Sciences. Vintage.
   Google Scholar
• Foucault, M. (1982). The Archaeology of Knowledge. Random House.
   Google Scholar
• Foucault, M. (1990). The History of Sexuality, Volume 1: An Introduction. Vintage.
   Google Scholar
• Freud, S. (1975). Three Essays on the Theory of Sexuality. Basic Books.
   Google Scholar
• Freund, K., & Blanchard, R. (1993, Apr). Erotic target location errors in male gender dysphorics, paedophiles, and fetishists. The British Journal of Psychiatry, 162(4), 558–563. doi:10.1192/bjp.162.4.558
   PubMedGoogle Scholar
• Herbenick, D., Dodge, B., & Fu, T.-C. J. Indiana University sexual diversity study V2, 2017. Date accessed: May 10, 2020. https://www.openicpsr.org/openicpsr/project/100426/version/V2/view
   Google Scholar
• Holvoet, L., Huys, W., Coppens, V., Seeuws, J., Goethals, K., & Morrens, M. (2017). Fifty shades of Belgian gray: The prevalence of BDSM-related fantasies and activities in the general population. Journal of Sexual Medicine, 14(9), 1152–1159. doi:10.1016/j.jsxm.2017.07.003
   PubMed Web of Science ®Google Scholar
• Joyal, C. C., & Carpentier, J. (2017). The prevalence of paraphilic interests and behaviors in the general population: A provincial survey. Journal of Sex Research, 54(2), 161–171. doi:10.1080/00224499.2016.1139034
   PubMed Web of Science ®Google Scholar
• Joyal, C., Cossette, A., & Lapierre, V. (2015). What exactly is an unusual sexual fantasy? Journal of Sexual Medicine, 12(2), 328–340. doi:10.1111/jsm.12734
   PubMed Web of Science ®Google Scholar
• Jozifkova, E. (2018). Sexual arousal by dominance and submissiveness in the general population: How many, how strongly, and why? Deviant Behavior, 39(9), 1229–1236. doi:10.1080/01639625.2017.1410607
   Web of Science ®Google Scholar
• Jozifkova, E., & Flegr, J. (2006). Dominance, submissivity (and homosexuality) in general population: Testing of evolutionary hypothesis of sadomasochism by Internet-trap-method. Neuro Endocrinology Letters, 27(6), 711–718.
   PubMed Web of Science ®Google Scholar
• Kaufman, L., & Rousseeuw, P. J. (1990). Finding Groups in Data: An Introduction to Cluster Analysis. Wiley.
   Google Scholar
• Killermann, S. (2017). The genderbread person 4.0. https://www.genderbread.org/resource/genderbread-person-v4-0
   Google Scholar
• Lacan, J. (1991). The Seminar of Jacques Lacan: Book 1, Freud’s Papers on Technique, 1953–1954. Norton.
   Google Scholar
• Långström, N., & Seto, M. C. (2006). Exhibitionistic and voyeuristic behavior in a Swedish national population survey. Archives of Sexual Behavior, 35(4), 427–435. doi:10.1007/s10508-006-9042-6
   PubMed Web of Science ®Google Scholar
• Levitt, E. E., Moser, C., & Jamison, K. V. (1994). The prevalence and some attributes of females in the sadomasochistic subculture: A second report. Archives of Sexual Behavior, 24(4), 465–473. doi:10.1007/BF01541410
   Google Scholar
• Lords, K. (2021). Leather family: What exactly is the BDSM “Old Guard”? Fetish Magazine ( website). https://www.fetish.com/magazine/bdsm/what-is-old-guard/
   Google Scholar
• Lorr, M. (1983). Cluster Analysis for Social Sciences. Jossey-Bass.
   Google Scholar
• Martinez, K. (2018). BDSM role fluidity: A mixed-methods approach to investigating switches within dominant/submissive binaries. Journal of Homosexuality, 65(10), 1299–1324. doi:10.1080/00918369.2017.1374062
   PubMed Web of Science ®Google Scholar
• Masri, J. (2017). It’s ok to be a D-type! Blog post. Apr. http://www.akinkshrink.com/2017/04/its-ok-to-be-a-d-type/
   Google Scholar
• Merton, R. K. (1968). Social Theory and Social Structure. Free Press.
   Google Scholar
• Moser, C., & Levitt, E. E. (1987). An exploratory-descriptive study of a sadomasochistically oriented sample. Journal of Sex Research, 23(3), 322–337. doi:10.1080/00224498709551370
   Google Scholar
• Newman, E. (2019). Andrea Long Chu on desire, weak love, and modern trans identity. Interview published online, Oct. 2019. https://lithub.com/andrea-long-chu-on-desire-weak-love-and-modern-trans-identity/
   Google Scholar
• Nordling, N., Sandnabba, N. K., Santtila, P., & Alison, L. (2006). Differences and similarities between gay and straight individuals involved in the sadomasochistic subculture. Journal of Homosexuality, 50(2–3), 41–57. doi:10.1300/J082v50n02_03
   PubMed Web of Science ®Google Scholar
• Paglia, C. (2013, May 24). Scholars in bondage. Chronicle of Higher Education, 59(37), B6–B11.
   Google Scholar
• Patel, S. S. (2017, May). How the Leatherdykes helped change feminism. Atlas Obscura. https://atlasobscura.com/articles/leather-feminism-lesbian-leatherdyke-bdsm
   Google Scholar
• Peña, E. A., & Slate, E. H. (2006). Global validation of linear model assumptions. Journal of the American Statistical Association, 101(473), 341–354. doi:10.1198/016214505000000637
   PubMed Web of Science ®Google Scholar
• Rehor, J. E. (2015). Sensual, erotic, and sexual behaviors of women from the “kink” community. Archives of Sexual Behavior, 44(4), 825–836. doi:10.1007/s10508-015-0524-2
   PubMed Web of Science ®Google Scholar
• Richters, J., De Visser, R. O., Rissel, C. E., Grulich, A. E., & Smith, A. M. (2008). Demographic and psychosocial features of participants in bondage and discipline, “sadomasochism” or dominance and submission (BDSM): Data from a national survey. Journal of Sexual Medicine, 5(7), 1660–1668. doi:10.1111/j.1743-6109.2008.00795.x
   PubMed Web of Science ®Google Scholar
• Rogak, H. M. E., & Connor, J. J. (2018). Practice of consensual BDSM and relationship satisfaction. Sexual and Relationship Therapy, 33(4), 454–469. doi:10.1080/14681994.2017.1419560
   Web of Science ®Google Scholar
• Romesburg, H. C. (1984). Cluster Analysis for Researchers. Wadsworth.
   Google Scholar
• Sandnabba, N. K., Santtila, P., & Nordling, N. (1999). Sexual behavior and social adaptation among sadomasochistically oriented males. Journal of Sex Research, 36(3), 273–282. doi:10.1080/00224499909551997
   Web of Science ®Google Scholar
• Stein, S. K. (2021). Sadomasochism and the BDSM Community in the United States: Kinky People Unite. Routledge.
   Google Scholar
• Tukey, J. (1962). The future of data analysis. The Annals of Mathematical Statistics, 33(1), 1–67. doi:10.1214/aoms/1177704711
   Google Scholar
• Tukey, J. (1977). Exploratory Data Analysis. Addison-Wesley.
   Google Scholar
• Weymouth, T. Society of Janus: 25 Years. Prepared for SOJ 25, San Francisco, CA, Sep. 24–25, 1999. URL: http://www.hawkeegn.com/bdsm/janhis.pdf
   Google Scholar
• Zimmerman, D. W., & Zumbo, B. D. (1993, Sep). Rank transformations and the power of the Student t test and Welch tʹ test for non-normal populations with unequal variances. Canadian Journal of Experimental Psychology, 47(3), 523–539. doi:10.1037/h0078850
   Web of Science ®Google Scholar