Abstract
The pornography problems due to moral incongruence (PPMI) model is a premier framework for understanding problematic pornography use (PPU). However, past studies have generally examined men or entered gender as a covariate in primary analyses. Such approaches mask between-gender differences. Additionally, dysregulation constructs are also thought to be relevant to PPU, yet it is unclear the degree to which they incrementally predict PPU beyond moral incongruence constructs in non-pathological populations. We addressed these gaps by gathering a large sample of college students (n = 295 men, n = 838 women). Analyses with pornography users (n = 251 men, n = 407 women) were consistent with the PPMI model, adjusted for pornography use frequency. Findings did not change when dysregulation constructs of impulsivity and emotional resilience were added to the model. No paths significantly differed between genders. Altogether, among college student pornography users, religiosity was strongly positively correlated with moral disapproval (β = .65 men, β = .62 women), moral disapproval was moderately positively correlated with PPU (β = .41 men, β = .29 women), religiosity was initially moderately positively correlated with PPU (r = .21 men, r = .22 women), but became non-significant in the full model (β = − .21 men, β = − .04 women), and indirect effects of religiosity to PPU through moral disapproval were significant (indirect β = .27 men, β = .18 women). None of the dysregulation constructs significantly predicted PPU. The full model accounted for 23–22% of the PPU variance in men and women, respectively. Implications, future directions, and limitations are discussed.
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References
Albright, J. M. (2008). Sex in America online: An exploration of sex, marital status, and sexual identity in internet sex seeking and its impacts. Journal of Sex Research, 45, 175–186. https://doi.org/10.1080/00224490801987481
Altemeyer, B., & Hunsberger, B. (2004). A revised Religious Fundamentalism Scale: The short and sweet of it. International Journal for the Psychology of Religion, 14, 47–54. https://doi.org/10.1207/S15327582IJPR1401_4
Ballester-Arnal, R., Castro-Calvo, J., Giménez-García, C., Gil-Juliá, B., & Gil-Llario, M. D. (2020). Psychiatric comorbidity in compulsive sexual behavior disorder (CSBD). Addictive Behaviors, 107, 106384. https://doi.org/10.1016/J.ADDBEH.2020.106384
Ballester-Arnal, R., García-Barba, M., Castro-Calvo, J., Giménez-García, C., & Gil-Llario, M. D. (2022). Pornography consumption in people of different age groups: An analysis based on gender, contents, and consequences. Sexuality Research and Social Policy, 20, 766–779. https://doi.org/10.1007/S13178-022-00720-Z/TABLES/4
Borgogna, N. C., & Aita, S. L. (2019). Problematic pornography viewing from a Big-5 personality perspective. Sexual Addiction and Compulsivity, 26, 293–314. https://doi.org/10.1080/10720162.2019.1670302
Borgogna, N. C., Duncan, J., & McDermott, R. C. (2018). Is scrupulosity behind the relationship between problematic pornography viewing and depression, anxiety, and stress? Sexual Addiction & Compulsivity, 25, 293–318. https://doi.org/10.1080/10720162.2019.1567410
Borgogna, N. C., Griffin, K. R., Grubbs, J. B., & Kraus, S. W. (2022). Understanding differences in problematic pornography use: Considerations for gender and sexual orientation. Journal of Sexual Medicine, 19, 1290–1302. https://doi.org/10.1016/J.JSXM.2022.05.144
Borgogna, N. C., Isacco, A., & McDermott, R. C. (2020). A closer examination of the relationship between religiosity and problematic pornography viewing in heterosexual men. Sexual Addiction & Compulsivity, 27, 23–44. https://doi.org/10.1080/10720162.2020.1751361
Borgogna, N. C., & McDermott, R. C. (2018). The role of gender, experiential avoidance, and scrupulosity in problematic pornography viewing: A moderated-mediation model. Sexual Addiction & Compulsivity, 25, 319–344. https://doi.org/10.1080/10720162.2018.1503123
Bosma-Bleeker, M. H., & Blaauw, E. (2018). Substance use disorders and sexual behavior; The effects of alcohol and drugs on patients’ sexual thoughts, feelings and behavior. Addictive Behaviors, 87, 231–237. https://doi.org/10.1016/j.addbeh.2018.07.005
Bőthe, B. B., Tóth-Király, I., Potenza, M. N., Orosz, G., & Demetrovics, Z. (2020). High-frequency pornography use may not always be problematic. Journal of Sexual Medicine, 17, 793–811. https://doi.org/10.1016/j.jsxm.2020.01.007
Brand, M., Antons, S., Wegmann, E., & Potenza, M. N. (2019). Theoretical assumptions on pornography problems due to moral incongruence and mechanisms of addictive or compulsive use of pornography: Are the two “conditions” as theoretically distinct as suggested? [Commentary]. Archives of Sexual Behavior, 48, 417–423. https://doi.org/10.1007/s10508-018-1293-5
Brem, M. J., Shorey, R. C., Anderson, S., & Stuart, G. L. (2017). Depression, anxiety, and compulsive sexual behaviour among men in residential treatment for substance use disorders: The role of experiential avoidance. Clinical Psychology & Psychotherapy, 24, 1246–1253. https://doi.org/10.1002/CPP.2085
Bridges, A. J., Wosnitzer, R., Scharrer, E., Sun, C., & Liberman, R. (2010). Aggression and sexual behavior in best-selling pornography videos: A content analysis update. Violence against Women, 16, 1065–1085. https://doi.org/10.1177/1077801210382866
Cawston, A. (2019). The feminist case against pornography: A review and re-evaluation. Inquiry, 62, 624–658. https://doi.org/10.1080/0020174X.2018.1487882
Cooper, A. (1998). Sexuality and the internet: Surfing into the new millennium. Cyberpsychology & Behavior, 1, 187–193. https://doi.org/10.1089/cpb.1998.1.187
Edelman, B. (2009). Red light states: Who buys online adult entertainment? Journal of Economic Perspectives, 23, 209–220. https://doi.org/10.1257/jep.23.1.209
Efrati, Y. (2019). God, I can’t stop thinking about sex! The rebound effect in unsuccessful suppression of sexual thoughts among religious adolescents. Journal of Sex Research, 56, 146–155. https://doi.org/10.1080/00224499.2018.1461796
Ferguson, C. J. (2009). An effect size primer: A guide for clinicians and researchers. Professional Psychology: Research and Practice, 40, 532–538. https://doi.org/10.1037/a0015808
Floyd, C. G., & Grubbs, J. B. (2022). Context matters: How religion and morality shape pornography use effects. Current Sexual Health Reports, 14, 82–98. https://doi.org/10.1007/S11930-022-00329-8/METRICS
Griffin, K. R., Way, B. M., & Kraus, S. W. (2021). Controversies and clinical recommendations for the treatment of compulsive sexual behavior disorder. Current Addiction Reports, 8, 546–555. https://doi.org/10.1007/S40429-021-00393-5/TABLES/2
Grubbs, J. B., Exline, J. J., Pargament, K. I., Hook, J. N., & Carlisle, R. D. (2015). Transgression as addiction: Religiosity and moral disapproval as predictors of perceived addiction to pornography. Archives of Sexual Behavior, 44, 125–136. https://doi.org/10.1007/s10508-013-0257-z
Grubbs, J. B., Floyd, C. G., Griffin, K. R., Jennings, T. L., & Kraus, S. W. (2022). Moral incongruence and addiction: A registered report. Psychology of Addictive Behaviors, 36, 749–761. https://doi.org/10.1037/ADB0000876
Grubbs, J. B., Hoagland, C., Lee, B. N., Grant, J. T., Davison, P. M., Reid, R. C., & Kraus, S. W. (2020a). Sexual addiction 25 years on: A systematic review of empirical literature on compulsive sexual behavior and an agenda for future research. Clinical Psychology Review, 82, 101925. https://doi.org/10.1016/j.cpr.2020.101925
Grubbs, J. B., Kraus, S. W., & Perry, S. L. (2019a). Self-reported addiction to pornography in a nationally representative sample: The roles of use habits, religiousness, and moral incongruence. Journal of Behavioral Addictions, 8, 88–93. https://doi.org/10.1556/2006.7.2018.134
Grubbs, J. B., Kraus, S. W., Perry, S. L., Lewczuk, K., & Gola, M. (2020b). Moral incongruence and compulsive sexual behavior: Results from cross-sectional interactions and parallel growth curve analyses. Journal of Abnormal Psychology, 129, 266–278. https://doi.org/10.1037/abn0000501
Grubbs, J. B., & Perry, S. L. (2019). Moral incongruence and pornography use: A critical review and integration. Journal of Sex Research, 56, 29–37. https://doi.org/10.1080/00224499.2018.1427204
Grubbs, J. B., Perry, S. L., Wilt, J. A., & Reid, R. C. (2019b). Pornography problems due to moral incongruence: An integrative model with a systematic review and meta-analysis. Archives of Sexual Behavior, 48, 397–415. https://doi.org/10.1007/s10508-018-1248-x
Hardy, S. A., Steelman, M. A., Coyne, S. M., & Ridge, R. D. (2013). Adolescent religiousness as a protective factor against pornography use. Journal of Applied Developmental Psychology, 34, 131–139. https://doi.org/10.1016/j.appdev.2012.12.002
International Statistical Classification of Diseases and Related Health Problems (11th ed.). (2022). World Health Organization. https://icd.who.int/
Kline, R. B. (2016). Principles and practice of structural equation modeling (4th ed.). Guilford Press.
Kowalewska, E., Gola, M., Kraus, S. W., & Lew-Starowicz, M. (2020). Spotlight on compulsive sexual behavior disorder: A systematic review of research on women. Neuropsychiatric Disease and Treatment, 16(September), 2025–2043. https://doi.org/10.2147/NDT.S221540
Kraus, S. W., Gola, M., Grubbs, J. B., Hoff, R. A., Lew-Starowicz, M., Martino, S., Shirk, S. D., & Potenza, M. N. (2020). Validation of a brief pornography screen across multiple samples. Journal of Behavioral Addictions, 9, 259–271. https://doi.org/10.1556/2006.2020.00038
Kraus, S. W., Krueger, R. B., Briken, P., First, M. B., Stein, D. J., Kaplan, M. S., Voon, V., Abdo, C. H. N., Grant, J. E., Atalla, E., & Reed, G. M. (2018). Compulsive sexual behaviour disorder in the ICD-11. World Psychiatry, 17, 109–110. https://doi.org/10.1002/WPS.20499
Kraus, S. W., & Sweeney, P. J. (2019). Hitting the target: Considerations for differential diagnosis when treating individuals for problematic use of pornography [Commentary]. Archives of Sexual Behavior, 48, 431–435. https://doi.org/10.1007/s10508-018-1301-9
Kraus, S. W., Voon, V., & Potenza, M. N. (2016). Should compulsive sexual behavior be considered an addiction? Addiction, 111, 2097–2106. https://doi.org/10.1111/add.13297
Lewczuk, K., Glica, A., Nowakowska, I., Gola, M., & Grubbs, J. B. (2020). Evaluating pornography problems due to moral incongruence model. Journal of Sexual Medicine, 17, 300–311. https://doi.org/10.1016/J.JSXM.2019.11.259
Lewczuk, K., Wójcik, A., & Gola, M. (2022). Increase in the prevalence of online pornography use: Objective data analysis from the period between 2004 and 2016 in Poland. Archives of Sexual Behavior, 51, 1157–1171. https://doi.org/10.1007/S10508-021-02090-W/FIGURES/5
Little, T. D., Cunningham, W., Shahar, G., & Widaman, K. (2002). To parcel or not to parcel: A review of the parceling procedure in structural equation modeling. Structural Equation Modeling, 9, 151–173.
Macinnis, C. C., & Hodson, G. (2015). Do American states with more religious or conservative populations search more for sexual content on google? Archives of Sexual Behavior, 44, 137–147. https://doi.org/10.1007/s10508-014-0361-8
Meyers, L. S., Gamst, G., & Guarino, A. J. (2017). Applied multivariate research: Design and interpretation (3rd ed.). Sage.
Miller, D. J., Raggatt, P. T. F., & McBain, K. (2020). A literature review of studies into the prevalence and frequency of men’s pornography use. American Journal of Sexuality Education, 15, 502–529. https://doi.org/10.1080/15546128.2020.1831676
Patton, J. H., Stanford, M. S., & Barratt, E. S. (1995). Factor structure of the Barratt Impulsiveness Scale. Journal of Clinical Psychology, 51, 768–774. https://doi.org/10.1002/1097-4679(199511)51:6%3c768::AID-JCLP2270510607%3e3.0.CO;2-1
Perry, S. L. (2017). Pornography use and religious bonding among heterosexually married Americans: A longitudinal examination. Review of Religious Research, 59, 81–98. https://doi.org/10.1007/s13644-016-0264-3
Perry, S. L., & Whitehead, A. L. (2020). Do people in conservative states really watch more porn? A hierarchical analysis. Socius, 6, 1–10. https://doi.org/10.1177/2378023120908472
Price, J., Patterson, R., Regnerus, M., & Walley, J. (2016). How much more XXX is Generation X consuming? Evidence of changing attitudes and behaviors related to pornography since 1973. Journal of Sex Research, 53, 12–20. https://doi.org/10.1080/00224499.2014.1003773
Rasmussen, K., & Bierman, A. (2016). How does religious attendance shape trajectories of pornography use across adolescence ? Journal of Adolescence, 49, 191–203. https://doi.org/10.1016/j.adolescence.2016.03.017
Sabina, C., Wolak, J., & Finkelhor, D. (2008). The nature and dynamics of internet pornography exposure for youth. Cyberpsychology & Behavior, 11, 691–693. https://doi.org/10.1089/cpb.2007.0179
Sessoms, J. (2011). The Cyber Pornography Use Inventory: Comparing a religious and secular sample. Liberty University.
Smith, B. W., Dalen, J., Wiggins, K., Tooley, E., Christopher, P., & Bernard, J. (2008). The Brief Resilience Scale: Assessing the ability to bounce back. International Journal of Behavioral Medicine, 15, 194–200. https://doi.org/10.1080/10705500802222972
Sniewski, L., & Farvid, P. (2020). Hidden in shame: Heterosexual men’s experiences of self-perceived problematic pornography use. Psychology of Men and Masculinity, 21, 201–212. https://doi.org/10.1037/men0000232
Su, Y., Zheng, L., & Zheng, Y. (2023). Pornography use and mental health problems in the Chinese population: Examining the pornography problems due to moral incongruence model. The Journal of Sex Research. https://doi.org/10.1080/00224499.2023.2201255
Turner, D., Briken, P., Grubbs, J., Malandain, L., Mestre-Bach, G., Potenza, M. N., & Thibaut, F. (2022). The World Federation of Societies of Biological Psychiatry Guidelines on the Assessment and Pharmacological Treatment of Compulsive Sexual Behaviour Disorder. Dialogues in Clinical Neuroscience, 24, 10–69. https://doi.org/10.1080/19585969.2022.2134739
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, 4–70. https://doi.org/10.1177/109442810031002
Whitehead, A. L., & Perry, S. L. (2018). Unbuckling the Bible belt: A state-level analysis of religious factors and google searches for porn. Journal of Sex Research, 55, 273–283. https://doi.org/10.1080/00224499.2017.1278736
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The authors would like to thank Ryon C. McDermott PhD for his help gathering data for this project.
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Borgogna, N.C., Johnson, D.A.L., Shegedin, M. et al. Taking Another Look at the Pornography Problems Due to Moral Incongruence Model: Does Gender Play a Role?. Arch Sex Behav 53, 703–714 (2024). https://doi.org/10.1007/s10508-023-02743-y
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DOI: https://doi.org/10.1007/s10508-023-02743-y