Data Availability
GSS data and material are publically available at https://gss.norc.org/get-the-data.
Notes
I entered the term “replication” into the search bar on the journal’s homepage, limiting the date range to the last ten years (2013–2023). Forty-seven results were generated. I then perused titles and abstracts for signaling that an article was a replication study. I identified one article. Braithwaite et al. (2015) studied associations between pornography use and various casual sex behaviors in two samples of college students. Their abstract emphasized that they engaged in a “direct replication of [the pornography use-casual sex associations found in Study 1] in Study 2 with all point estimates falling within their respective [i.e., Study 1] confidence intervals.”
In the name of epistemological prudence, it is important to remind readers that unless participants are randomly assigned to conditions (e.g., pornography exposure vs. no viewing control) the possibility of a confounding third-variable is always a theoretical possibility. How much of a possibility I have taken up elsewhere (e.g., Wright & Tokunaga, 2022; Wright et al., 2022, 2023; Wright, 2021a, 2021b).
Funded by the National Science Foundation (NSF) and conducted by the National Opinion Research Center (NORC) at University of Chicago, the GSS is the only full-probability, personal-interview survey designed to monitor changes in both social characteristics and attitudes in the United States (About the GSS, 2023). First conducted in 1972, the GSS surveys residence-inhabiting adults aged 18 or older. All residences in the U.S. have an equal chance of being selected for inclusion in the GSS; adults within each residence have an equal probability of being interviewed (For Survey Participants, 2023). To maximize measurement validity, the GSS began using computer assisted interviewing in 2002 (Smith et al., 2015).
Concerns about spurious relationships between sexual media use and sexual attitudes (as well as sexual behaviors) has led to the convention of including demographic variables (such as age, education, political orientation, and religiosity) as nonfocal “controls” in sexual media effects research (Wright et al., 2022). Because focal variables that have been residualized due to the inclusion of covariates are no longer a one-to-one replica of the focal variables as they actually manifested among study participants; and because the focal variables, are, by definition, of focal interest; parsimonious, covariate-free point-estimates are generally more pragmatically and conceptually valuable than covariate adjusted-point estimates, unless there are compelling theoretical reasons for the covariates’ inclusion (Becker et al., 2016; Meehl, 1971; Miller & Chapman, 2001; Sleep et al., 2017; Wright, 2021a). Consequently, if potential “confounds” (i.e., nonfocal covariates) are included in the original research being replicated, it is important to report results from parsimonious models (i.e., focal predictors only) in addition to the results of models adjusted for the nonfocal covariates included in the original research.
References
About the GSS. (2023). gss.norc.org/About-The-GSS.
Alm, J. (2010). A call for replication studies. Public Finance Review, 38(5), 647–653. https://doi.org/10.1177/1091142110381961
Bauernfeind, R. H. (1968). The need for replication in educational research. The Phi Delta Kappan, 50(2), 126–128.
Baunach, D. M. (2012). Changing same-sex marriage attitudes in America from 1988 through 2010. Public Opinion Quarterly, 76(2), 364–378. https://doi.org/10.1093/poq/nfs022
Becker, T. E., Atinc, G., Breaugh, J. A., Carlson, K. D., Edwards, J. R., & Spector, P. E. (2016). Statistical control in correlational studies: 10 essential recommendations for organizational researchers. Journal of Organizational Behavior, 37(2), 157–167. https://doi.org/10.1002/job.2053
Bennett, W. L., & Iyengar, S. (2008). A new era of minimal effects? The changing foundations of political communication. Journal of Communication, 58, 707–731. https://doi.org/10.1111/j.1460-2466.2008.00410.x
Benoit, W. L., & Holbert, R. L. (2008). Empirical intersections in communication research: Replication, multiple quantitative methods, and bridging the quantitative–qualitative divide. Journal of Communication, 58(4), 615–628. https://doi.org/10.1111/j.1460-2466.2008.00404.x
Bhuptani, P. H., Kenney, S. R., Napper, L. E., & Orchowski, L. M. (2023). Pornography use, perceived peer norms, and attitudes toward women: A study of college men. American Journal of Sexuality Education. https://doi.org/10.1080/15546128.2023.2233414
Braithwaite, S. R., Aaron, S. C., Dowdle, K. K., Spjut, K., & Fincham, F. D. (2015). Does pornography consumption increase participation in friends with benefits relationships? Sexuality & Culture, 19(1), 513–532. https://doi.org/10.1007/s12119-015-9275-4
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(1), 1065–1085. https://doi.org/10.1177/1077801210382866
Brown, J. D. (2002). Mass media influences on sexuality. Journal of Sex Research, 39(1), 42–45. https://doi.org/10.1080/00224490209552118
Brown, J. D., Engle, K. L., Pardun, C. J., Guo, G., Kenneavy, K., & Jackson, C. (2006). Sexy media matter: Exposure to sexual content in music, movies, television, and magazines predicts Black and White adolescents’ sexual behavior. Pediatrics, 117, 1018–1027. https://doi.org/10.1542/peds.2005-1406
Calzo, J. P., & Ward, L. M. (2009a). Media exposure and viewers’ attitudes toward homosexuality: Evidence for mainstreaming or resonance? Journal of Broadcasting & Electronic Media, 53, 280–299. https://doi.org/10.1080/08838150902908049
Calzo, J. P., & Ward, L. M. (2009b). Contributions of parents, peers, and media to attitudes toward homosexuality: Investigating sex and ethnic differences. Journal of Homosexuality, 56, 1101–1116. https://doi.org/10.1080/00918360903279338
Connelly, C. E. (1986). Replication research in nursing. International Journal of Nursing Studies, 23(1), 71–77. https://doi.org/10.1016/0020-7489(86)90039-8
Coulton, C. J. (1982). The need for replication in social work research. Social Work Research and Abstracts (pp. 2–2). Oxford University Press.
Cova, F., Strickland, B., Abatista, A., Allard, A., Andow, J., Attie, M., Beebe, J., Berniunas, R., Boudesseul, J., Colombo, M., Cushman, F., Diaz, R., N’Djaye, N., van Dongen, N., Dranseika, V., Earp, B., Gaitan, A., Hannikainen, I., Hernandez-Conde, J., & Zhou, X. (2021). Estimating the reproducibility of experimental philosophy. Review of Philosophy and Psychology, 12(1), 9–44. https://doi.org/10.1007/s13164-018-0400-9
Coyne, S. M., Ward, L. M., Kroff, S. L., Davis, E. J., Holmgren, H. G., Jensen, A. C., Erickson, S. E., & Essig, L. W. (2019). Contributions of mainstream sexual media exposure to sexual attitudes, perceived peer norms, and sexual behavior: A meta-analysis. Journal of Adolescent Health, 64(4), 430–436. https://doi.org/10.1016/j.jadohealth.2018.11.016
Cumming, G., & Maillardet, R. (2006). Confidence intervals and replication: Where will the next mean fall? Psychological Methods, 11(3), 217–227. https://doi.org/10.1037/1082-989X.11.3.217
Damian, E., Meuleman, B., & van Oorschot, W. (2022). Transparency and replication in cross- national survey research: Identification of problems and possible solutions. Sociological Methods & Research, 51(2), 499–526. https://doi.org/10.1177/004912411988
Darley, W. K. (2000). Status of replication studies in marketing: A validation and extension. Marketing Management Journal, 10(2), 121–132.
Davern, M., Bautista, R., Freese, J., Morgan, S., & Smith, T. W. (2020). General social survey panel. National Opinion Research Center.
Davids, A. (1956). The influence of ego-involvement on relations between authoritarianism and intolerance of ambiguity. Journal of Consulting Psychology, 20(3), 179–184. https://doi.org/10.1037/h0041136
Dawson, K., Tafro, A., & Štulhofer, A. (2019). Adolescent sexual aggressiveness and pornography use: A longitudinal assessment. Aggressive Behavior, 45(6), 587–597. https://doi.org/10.1002/ab.21854
Dunk, A. S. (1989). Budget emphasis, budgetary participation and managerial performance. Accounting, Organizations and Society, 14(4), 321–324. https://doi.org/10.1016/0361-3682(89)90002-0
Festinger, L. (1957). A theory of cognitive dissonance. Evanston, IL: Row Peterson. For Survey Participants (2023). https://gss.norc.org/For-Survey-Participants
Gilbert, D. T., King, G., Pettigrew, S., & Wilson, T. D. (2016). Comment on “Estimating the reproducibility of psychological science.” Science, 351, 1037. https://doi.org/10.1126/science.aad7243
Golom, F. D., & Mohr, J. J. (2011). Turn it off! The effects of exposure to male–male erotic imagery on heterosexuals’ attitudes toward gay men. Journal of Sex Research, 48(6), 580–589. https://doi.org/10.1080/00224499.2010.543959
Guggisberg, M., & Holt, A. (2022). Attitudes and sexual behaviours associated with adolescent online pornography consumption: A critical commentary during COVID-19. Journal of Social Psychology Research, 1(1), 164–175. https://doi.org/10.37256/jspr.1220221564
Hagen, T., Thompson, M. P., & Williams, J. (2018). Religiosity reduces sexual aggression and coercion in a longitudinal cohort of college men: Mediating roles of peer norms, promiscuity, and pornography. Journal for the Scientific Study of Religion, 57(1), 95–108. https://doi.org/10.1111/jssr.12496
Hennessy, M., Bleakley, A., Fishbein, M., & Jordan, A. (2009). Estimating the longitudinal association between adolescent sexual behavior and exposure to sexual media content. Journal of Sex Research, 46, 586–596. https://doi.org/10.1080/00224490902898736
Hu, Z., Sun, H., Liang, H., Cao, W., Hee, J. Y., Yan, Y., & Tang, K. (2022). Pornography consumption, sexual attitudes, and condomless sex in China. Health Communication. https://doi.org/10.1080/10410236.2022.2156738
Huesmann, L. R. (1986). Psychological processes promoting the relation between exposure to media violence and aggressive behavior by the viewer. Journal of Social Issues, 42, 125–139. https://doi.org/10.1111/j.1540-4560.1986.tb00246.x
Hunter, J. E. (2001). The desperate need for replications. Journal of Consumer Research, 28(1), 149–158. https://doi.org/10.1086/321953
Jegerski, J. A. (1990). Replication in behavioral research. Journal of Social Behavior and Personality, 5(4), 37–39.
Keating, D. M., & Totzkay, D. (2019). We do publish (conceptual) replications (sometimes). Annals of the International Communication Association, 43(3), 225–239. https://doi.org/10.1080/23808985.2019.1632218
Kinsler, J. J., Glik, D., de Castro Buffington, S., Malan, H., Nadjat-Haiem, C., Wainwright, N., & Papp-Green, M. (2019). A content analysis of how sexual behavior and reproductive health are being portrayed on primetime television shows being watched by teens and young adults. Health Communication, 34(6), 644–651. https://doi.org/10.1080/10410236.2018.1431020
Kite, M. E., & Whitley, B. E. (1996). Sex differences in attitudes toward homosexual persons, behaviors, and civil rights. Personality and Social Psychology Bulletin, 22, 336–353. https://doi.org/10.1177/0146167296224002
Koletić, G., Štulhofer, A., Tomić, I., & Knežević Ćuća, J. (2019). Associations between Croatian adolescents’ use of sexually explicit material and risky sexual behavior: A latent growth curve modeling approach. International Journal of Sexual Health, 31(1), 77–91. https://doi.org/10.1080/19317611.2019.1567640
Koole, S. L., & Lakens, D. (2012). Rewarding replications: A sure and simple way to improve psychological science. Perspectives on Psychological Science, 7(6), 608–614. https://doi.org/10.1177/1745691612462586
La Sorte, M. A. (1972). Replication as a verification technique in survey research: A paradigm. The Sociological Quarterly, 13(2), 218–227. https://doi.org/10.1111/j.1533-8525.1972.tb00805.x
Lin, W. H., Liu, C. H., & Yi, C. C. (2020). Exposure to sexually explicit media in early adolescence is related to risky sexual behavior in emerging adulthood. PLoS ONE, 15(4), e0230242. https://doi.org/10.1371/journal.pone.0230242
Linz, D., & Malamuth, N. (1993). Pornography. Sage.
Loftus, J. (2001). America’s liberalization in attitudes toward homosexuality, 1973 to 1998. American Sociological Review, 66, 762–782. https://doi.org/10.2307/3088957
Mack, R. W. (1951). The need for replication research in sociology. American Sociological Review, 16(1), 93–94.
Marshall, E. A., Miller, H. A., & Bouffard, J. A. (2021). Bridging the theoretical gap: Using sexual script theory to explain the relationship between pornography use and sexual coercion. Journal of Interpersonal Violence, 36(9–10), NP5215–NP5238. https://doi.org/10.1177/0886260518795170
Meehl, P. (1971). High school yearbooks: A reply to Schwarz. Journal of Abnormal Psychology, 77(2), 143–148. https://doi.org/10.1037/h0030750
Miller, G. A., & Chapman, J. P. (2001). Misunderstanding analysis of covariance. Journal of Abnormal Psychology, 110(1), 40–48. https://doi.org/10.1037/0021-843X.110.1.40
Moss, L., Ward, L. M., & Overstreet, N. M. (2022). Do objectification, gender beliefs, or racial stereotypes mediate associations between Black adults’ media use and acceptance of intimate partner violence? Psychology of Violence, 12(2), 63–73. https://doi.org/10.1037/vio0000412
National Academies of Sciences Engineering and Medicine. (2019). Reproducibility and replicability in science. The National Academies Press.
O’Hara, R. E., Gibbons, F. X., Gerrard, M., Li, Z., & Sargent, J. D. (2012). Greater exposure to sexual content in popular movies predicts earlier sexual debut and increased sexual risk taking. Psychological Science, 23(9), 984–993. https://doi.org/10.1177/0956797611435529
Open Science Collaboration. (2015). Estimating the reproducibility of psychological science. Science. https://doi.org/10.1126/science.aac4716
Papp, L. J., Ward, L. M., & Marshall, R. A. (2022). Contributions of reality TV consumption to college women’s endorsement of the heterosexual script and acceptance of sexualized aggression. Psychology of Women Quarterly, 46(1), 50–65. https://doi.org/10.1177/03616843211044686
Pelton, B. (1970). A need for replication in research in health, physical education, and recreation. Research Quarterly: American Association for Health, Physical Education and Recreation, 41(4), 613–615.
Perry, S. L. (2017). Does viewing pornography reduce marital quality over time? Evidence from longitudinal data. Archives of Sexual Behavior, 46(1), 549–559. https://doi.org/10.1007/s10508-016-0770-y
Peter, J., & Valkenburg, P. M. (2008). Adolescents’ exposure to sexually explicit internet material and sexual preoccupancy: A three-wave panel study. Media Psychology, 11, 207–234. https://doi.org/10.1080/15213260801994238
Ragsdale, K., Bersamin, M. M., Schwartz, S. J., Zamboanga, B. L., Kerrick, M. R., & Grube, J. W. (2014). Development of sexual expectancies among adolescents: Contributions by parents, peers and the media. Journal of Sex Research, 51(5), 551–560. https://doi.org/10.1080/00224499.2012.753025
Raney, J. F. (1970). A plea and a plan for replication. American Psychologist, 25(12), 1176–1177. https://doi.org/10.1037/h0037909
Rostad, W. L., Gittins-Stone, D., Huntington, C., Rizzo, C. J., Pearlman, D., & Orchowski, L. (2019). The association between exposure to violent pornography and teen dating violence in grade 10 high school students. Archives of Sexual Behavior, 48(1), 2137–2147. https://doi.org/10.1007/s10508-019-1435-4
Royal Netherlands Academy of Arts and Sciences. (2018). Replication studies—Improving reproducibility in the empirical sciences. KNAW.
Rubin, A. M. (2002). The uses-and-gratifications perspective on media effects. In J. Bryant & D. Zillmann (Eds.), Media effects: Advances in theory and research (pp. 525–548). Lawrence Erlbaum.
Schneider, B. (2004). Building a scientific community: The need for replication. Teachers College Record, 106(7), 1471–1483. https://doi.org/10.1111/j.1467-9620.2004.00386.x
Sleep, C. E., Lynam, D. R., Hyatt, C. S., & Miller, J. D. (2017). Perils of partialing redux: The case of the Dark Triad. Journal of Abnormal Psychology, 126(7), 939–950. https://doi.org/10.1037/abn0000278
Smith, N. C. (1970). Replication studies: A neglected aspect of psychological research. American Psychologist, 25(10), 970–975. https://doi.org/10.1037/h0029774
Smith, T. W., Marsden, P. V., & Hout, M. (2015). General Social Surveys, 1972–2014. National Opinion Research Center.
Sommet, N., Weissman, D. L., Cheutin, N., & Elliot, A. J. (2023). How many participants do I need to test an interaction? Conducting an appropriate power analysis and achieving sufficient power to detect an interaction. Advances in Methods and Practices in Psychological Science. https://doi.org/10.1177/25152459231178728
Sun, C., Miezan, E., Lee, N. Y., & Shim, J. W. (2015). Korean men’s pornography use, their interest in extreme pornography, and dyadic sexual relationships. International Journal of Sexual Health, 27(1), 16–35. https://doi.org/10.1080/19317611.2014.927048
Verschuere, B., Meijer, E. H., Jim, A., Hoogesteyn, K., Orthey, R., McCarthy, R. J., & Yıldız, E. (2018). Registered replication report on Mazar, Amir, and Ariely (2008). Advances in Methods and Practices in Psychological Science, 1(3), 299–317. https://doi.org/10.1177/2515245918781032
von Andrian-Werburg, M. T., Klopp, E., & Schwab, F. (2023). Fantasy made flesh: A network analysis of the reciprocal relationship between sexual fantasies, pornography usage, and sexual behavior. Journal of Sex Research. https://doi.org/10.1080/00224499.2023.2170964
Ward, L. M. (2003). Understanding the role of entertainment media in the sexual socialization of American youth: A review of empirical research. Developmental Review, 23, 347–388. https://doi.org/10.1016/S0273-2297(03)00013-3
Ward, L. M., Jerald, M., Avery, L., & Cole, E. R. (2020). Following their lead? Connecting mainstream media use to black women’s gender beliefs and sexual agency. Journal of Sex Research, 57(2), 200–212. https://doi.org/10.1080/00224499.2018.1554741
Woodall, A. (March, 2020). Leaning into the replication crisis. https://www.apa.org/ed/precollege/psn/2020/03/replication-crisis
Wright, P. J. (2009). Sexual socialization messages in mainstream entertainment mass media: A review and synthesis. Sexuality & Culture, 13(1), 181–200. https://doi.org/10.1007/s12119-009-9050-5
Wright, P. J. (2011). Mass media effects on youth sexual behavior assessing the claim for causality. Annals of the International Communication Association, 35(1), 343–385. https://doi.org/10.1080/23808985.2011.11679121
Wright, P. J. (2020). Media and sexuality. In M. B. Oliver, A. A. Raney, & J. Bryant (Eds.), Media effects: Advances in theory and research (pp. 227–242). Routledge.
Wright, P. J. (2021a). Overcontrol in pornography research: Let it go, Let it go…. Archives of Sexual Behavior, 50(2), 387–392. https://doi.org/10.1007/s10508-020-01902-9
Wright, P. J. (2021b). Pornographic socialization as selective-exposure: Let it go, let it go II. Archives of Sexual Behavior, 50(1), 393–399. https://doi.org/10.1007/s10508-021-01922
Wright, P. J. (2023). Pornography and sociosexual attitudes and behaviors in a nationally representative survey: Potential pandemic and method effects. Journal of Sex Research. https://doi.org/10.1080/00224499.2023.2216199
Wright, P. J., & Bae, S. (2013). Pornography consumption and attitudes toward homosexuality: A national longitudinal study. Human Communication Research, 39(4), 492–513. https://doi.org/10.1111/hcre.12009
Wright, P. J., & Tokunaga, R. S. (2022). US adults’ attitudes toward gay individuals’ civil liberties, moral judgments of homosexuality, support for same-sex marriage, and pornography consumption, revisited. Journal of Sex Research, 59(5), 537–545. https://doi.org/10.1080/00224499.2021.1999893
Wright, P. J., Tokunaga, R. S., & Herbenick, D. (2023). Model specification in media effects research. Archives of Sexual Behavior. https://doi.org/10.1007/s10508-023-02714-3
Wright, P. J., Tokunaga, R. S., Herbenick, D., & Paul, B. (2022). To misspecify is common, to probe misspecification scientific: Common “confounds” in pornography research may actually be predictors. Journal of Communication, 72(3), 429–447. https://doi.org/10.1093/joc/jqac012
Wright, P. J., & Vangeel, L. (2019). Pornography, permissiveness, and sex differences: An evaluation of social learning and evolutionary explanations. Personality and Individual Differences, 143(1), 128–138. https://doi.org/10.1016/j.paid.2019.02.019
Zillmann, D., & Bryant, J. (1988). Effects of prolonged consumption of pornography on family values. Journal of Family Issues, 9, 518–544. https://doi.org/10.1111/j.1460-2466.1982.tb02514.x
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Wright, P. Replication and Media Effects Research. Sexuality & Culture 28, 1311–1325 (2024). https://doi.org/10.1007/s12119-023-10164-1
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DOI: https://doi.org/10.1007/s12119-023-10164-1