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Social Modulation or Hormonal Causation? Linkages of Testosterone with Sexual Activity and Relationship Quality in a Nationally Representative Longitudinal Sample of Older Adults

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Abstract

This study used population-representative longitudinal data from the 2005–2006 and 2010–2011 waves of the National Social Life, Health and Aging Project—a probability sample of US adults aged 57–85 at baseline (N = 650 women and 620 men)—to examine the causal direction in linkages of endogenous testosterone (T) with sexual activity and relationship quality. For both genders, our autoregressive effects indicated a large amount of temporal stability, not just in individual-level attributes (T, masturbation) but also dyadic ones (partnered sex, relationship quality)—indicating that a need for more nuanced theories of relational processes. Cross-lagged results suggested gender-specific effects—generally more consistent with sexual or relational modulation of T than with hormonal causation. Specifically, men’s findings indicated their T might be elevated by their sexual (masturbatory) activity but not vice versa, although androgen levels did lower men’s subsequent relationship quality. Women’s T, in contrast, was negatively influenced not just by their higher relationship quality but also by their more frequent partnered sex—perhaps reflecting a changing function of sexual activity in late life.

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Notes

  1. Full path diagrams are available on request from the corresponding author.

  2. These supplementary analyses are available on request from the corresponding author.

References

  • Alvergne, A., Faurie, C., & Raymond, M. (2009). Variation in testosterone levels and male reproductive effort: Insight from a polygynous human population. Hormones and Behavior, 56, 491–497.

    Article  PubMed  Google Scholar 

  • Archer, J. (2006). Testosterone and human aggression: An evaluation of the challenge hypothesis. Neuroscience and Biobehavioral Reviews, 30, 319–345.

    Article  PubMed  Google Scholar 

  • Barrett, E. S., Tran, V., Thurston, S., Jasienska, G., Furberg, A.-S., Ellison, P. T., et al. (2013). Marriage and motherhood are associated with lower testosterone concentrations in women. Hormones and Behavior, 63, 72–79.

    Article  PubMed  Google Scholar 

  • Bogaert, A. F., & Fisher, W. A. (1995). Predictors of university men’s number of sexual partners. Journal of Sex Research, 32, 119–130.

    Article  Google Scholar 

  • Booth, A., & Dabbs, J. M. (1993). Testosterone and men’s marriages. Social Forces, 72, 463–477.

    Article  Google Scholar 

  • Bronfenbrenner, U., & Ceci, S. J. (1994). Nature-nurture reconceptualized in developmental perspective: A bioecological model. Psychological Review, 101, 568–586.

    Article  PubMed  Google Scholar 

  • Burnham, T. C., Chapman, J. F., Gray, P. B., McIntyre, M. H., Lipson, S. F., & Ellison, P. T. (2003). Men in committed, romantic relationships have lower testosterone. Hormones and Behavior, 44, 119–122.

    Article  PubMed  Google Scholar 

  • Cole, S. R., & Hernán, M. A. (2008). Constructing inverse probability weights for marginal structural models. American Journal of Epidemiology, 168, 656–664.

    Article  PubMed  PubMed Central  Google Scholar 

  • Cole, S. R., Hernán, M. A., Margolick, J. B., Cohen, M. H., & Robins, J. M. (2005). Marginal structural models for estimating the effect of highly active antiretroviral therapy initiation on CD4 cell count. American Journal of Epidemiology, 162, 471–478.

    Article  PubMed  Google Scholar 

  • Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16, 297–334.

    Article  Google Scholar 

  • Curran, P. J. (2000). A latent curve framework for the study of developmental trajectories in adolescent substance use. In J. S. Rose, L. Chassin, C. C. Presson, & S. J. Sherman (Eds.), Multivariate applications in substance use research: New methods for new questions (pp. 1–4). Mahwah, NJ: Lawrence Erlbaum Associates.

    Google Scholar 

  • Dabbs, M., & Dabbs, J. M. (2000). Heroes, rogues, and lovers: Testosterone and behavior. New York: McGraw-Hill.

    Google Scholar 

  • Dabbs, J. M., & Mohammed, S. (1992). Male and female salivary testosterone concentrations before and after sexual activity. Physiology & Behavior, 52, 195–197.

    Article  Google Scholar 

  • Dabbs, J. M., & Morris, R. (1990). Testosterone, social class, and antisocial behavior in a sample of 4,462 men. Psychological Science, 1, 209–211.

    Article  Google Scholar 

  • Das, A., Laumann, E. O., & Waite, L. J. (2012). Sexual expression over the life course: Results from three landmark surveys. In J. DeLamater & L. Carpenter (Eds.), Sexualities over the life course: Emerging perspectives (pp. 236–259). New York: NYU Press.

    Google Scholar 

  • Das, A., & Nairn, S. (2014). Conservative Christianity, partnership, hormones, and sex in late life. Archives of Sexual Behavior, 43, 1403–1415.

    Article  PubMed  Google Scholar 

  • Davison, S. L., & Davis, S. R. (2011). Androgenic hormones and aging—The link with female sexual function. Hormones and Behavior, 59, 745–753.

    Article  PubMed  Google Scholar 

  • Edelstein, R. S., Chopik, W. J., & Kean, E. L. (2011). Sociosexuality moderates the association between testosterone and relationship status in men and women. Hormones and Behavior, 60, 248–255.

    Article  PubMed  Google Scholar 

  • Fox, C. A., Ismail, A. A., Love, D. N., Kirkham, K. E., & Loraine, J. A. (1972). Studies on the relationship between plasma testosterone levels and human sexual activity. Journal of Endocrinology, 52, 51–58.

    Article  PubMed  Google Scholar 

  • Gavrilova, N., & Lindau, S. T. (2009). Salivary sex hormone measurement in a national, population-based study of older adults. Journals of Gerontology-Series B: Psychological Sciences and Social Sciences, 64, i94–i105.

    Article  Google Scholar 

  • Gettler, L. T., McDade, T. W., Agustin, S. S., Feranil, A. B., & Kuzawa, C. W. (2013). Do testosterone declines during the transition to marriage and fatherhood relate to men’s sexual behavior? Evidence from the Philippines. Hormones and Behavior, 64, 755–763.

    Article  PubMed  Google Scholar 

  • Gettler, L. T., McDade, T. W., Feranil, A. B., & Kuzawa, C. W. (2011). Longitudinal evidence that fatherhood decreases testosterone in human males. Proceedings of the National Academy of Sciences, 108, 16194–16199.

    Article  Google Scholar 

  • Goldey, K. L., & van Anders, S. M. (2011). Sexy thoughts: Effects of sexual cognitions on testosterone, cortisol, and arousal in women. Hormones and Behavior, 59, 754–764.

    Article  PubMed  Google Scholar 

  • Goldey, K. L., & van Anders, S. M. (2012). Sexual thoughts: Links to testosterone and cortisol in men. Archives of Sexual Behavior, 41, 1461–1470.

    Article  PubMed  Google Scholar 

  • Granger, D. A., Kivlighan, K. T., Fortunato, C., Harmon, A. G., Hibel, L. C., Schwartz, E. B., et al. (2007). Integration of salivary biomarkers into developmental and behaviorally-oriented research: Problems and solutions for collecting specimens. Physiology & Behavior, 92, 583–590.

    Article  Google Scholar 

  • Gray, P. B. (2003). Marriage, parenting, and testosterone variation among Kenyan Swahili men. American Journal of Physical Anthropology, 122, 279–286.

    Article  PubMed  Google Scholar 

  • Gray, P. B., & Campbell, B. C. (2009). Human male testosterone, pair-bonding, and fatherhood. In P. B. Gray & P. T. Ellison (Eds.), Endocrinology of social relationships (pp. 270–293). Cambridge, MA: Harvard University Press.

    Google Scholar 

  • Gray, P. B., Chapman, J. F., Burnham, T. C., McIntyre, M. H., Lipson, S. F., & Ellison, P. T. (2004). Human male pair bonding and testosterone. Human Nature, 15, 119–131.

    Article  PubMed  Google Scholar 

  • Gray, P. B., Kahlenberg, S. M., Barrett, E. S., Lipson, S. F., & Ellison, P. T. (2002). Marriage and fatherhood are associated with lower testosterone in males. Evolution and Human Behavior, 23, 193–201.

    Article  Google Scholar 

  • Gröschl, M., Wagner, R., Rauh, M., & Dörr, H. G. (2001). Stability of salivary steroids: The influences of storage, food and dental care. Steroids, 66, 737–741.

    Article  PubMed  Google Scholar 

  • Hellhammer, D. H., Hubert, W., & Schurmeyer, T. (1985). Changes in saliva testosterone after psychological stimulation in men. Psychoneuroendocrinology, 10, 77–81.

    Article  PubMed  Google Scholar 

  • Hernán, M. A., Brumback, B., & Robins, J. M. (2000). Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men. Epidemiology, 11, 561–570.

    Article  PubMed  Google Scholar 

  • Hirschenhauser, K., Frigerio, D., Grammer, K., & Magnusson, M. S. (2002). Monthly patterns of testosterone and behavior in prospective fathers. Hormones and Behavior, 42, 172–181.

    Article  PubMed  Google Scholar 

  • Hooper, A. E. C., Gangestad, S. W., Thompson, M. E., & Bryan, A. D. (2011). Testosterone and romance: The association of testosterone with relationship commitment and satisfaction in heterosexual men and women. American Journal of Human Biology, 23, 553–555.

    Article  PubMed  Google Scholar 

  • Hughes, M. E., Waite, L. J., Hawkley, L. C., & Cacioppo, J. T. (2004). A short scale for measuring loneliness in large surveys: Results from two population-based studies. Research on Aging, 26, 655–672.

    Article  PubMed  PubMed Central  Google Scholar 

  • Julian, T., & McKenry, P. C. (1989). Relationship of testosterone to men’s family functioning at mid-life: A research note. Aggressive Behavior, 15, 281–289.

    Article  Google Scholar 

  • Knussmann, R., Christiansen, K., & Couwenbergs, C. (1986). Relations between sex hormone levels and sexual behavior in men. Archives of Sexual Behavior, 15, 429–445.

    Article  PubMed  Google Scholar 

  • Kozloski, M. J., Schumm, L. P., & McClintock, M. K. (2014). The utility and dynamics of salivary sex hormone measurements in the National Social Life, Health, and Aging Project, Wave 2. Journals of Gerontology-Series B: Psychological Sciences and Social Sciences, 69, S215–S228.

    Article  Google Scholar 

  • Kraemer, H. C., Becker, H. B., Brodie, H. K. H., Doering, C. H., Moos, R. H., & Hamburg, D. A. (1976). Orgasmic frequency and plasma testosterone levels in normal human males. Archives of Sexual Behavior, 5, 125–132.

    Article  PubMed  Google Scholar 

  • Kuzawa, C. W., Gettler, L. T., Huang, Y.-Y., & McDade, T. W. (2010). Mothers have lower testosterone than non-mothers: Evidence from the Philippines. Hormones and Behavior, 57, 441–447.

    Article  PubMed  PubMed Central  Google Scholar 

  • LaFerla, J. J., Anderson, D. L., & Schalch, D. S. (1978). Psychoendocrine response to sexual arousal in human males. Psychosomatic Medicine, 40, 166–172.

    Article  PubMed  Google Scholar 

  • Laumann, E. O., Das, A., & Waite, L. J. (2008). Sexual dysfunction among older adults: Prevalence and risk factors from a nationally representative U.S. probability sample of men and women 57–85 years of age. Journal of Sexual Medicine, 5, 2300–2311.

    Article  PubMed  PubMed Central  Google Scholar 

  • Lindau, S. T., Laumann, E. O., Levinson, W., & Waite, L. J. (2003). Synthesis of scientific disciplines in pursuit of health: The interactive biopsychosocial model. Perspectives in Biology and Medicine, 46, S74–S86.

    Article  PubMed  PubMed Central  Google Scholar 

  • Lykken, D. T., & Tellegen, A. (1996). Happiness is a stochastic phenomenon. Psychological Science, 7, 186–189.

    Article  Google Scholar 

  • Mazur, A., & Michalek, J. (1998). Marriage, divorce, and male testosterone. Social Forces, 77, 315–330.

    Article  Google Scholar 

  • McDade, T. W. (2010). Toward a new human population biology: The developmental origins of inflammation as case study [Lecture]. In Fall 2010 demography workshop. Chicago, IL: Harris School of Public Policy Studies, University of Chicago

  • McIntyre, M., Gangestad, S. W., Gray, P. B., Chapman, J. F., Burnham, T. C., O’Rourke, M. T., et al. (2006). Romantic involvement often reduces men’s testosterone levels—But not always: The moderating role of extrapair sexual interest. Journal of Personality and Social Psychology, 91, 642–651.

    Article  PubMed  Google Scholar 

  • Morales, A., Schulman, C. C., Tostain, J., & Wu, C. W. (2006). Testosterone deficiency syndrome (TDS) needs to be named appropriately: The importance of accurate terminology. European Urology, 50, 407–409.

    Article  PubMed  Google Scholar 

  • Muthén, L. K., & Muthén, B. O. (1998–2012). Mplus user’s guide (7th ed.). Los Angeles, CA: Muthén & Muthén.

  • O’Muircheartaigh, C., & Smith, S. (2007). NSHAP (National Social Life, Health, and Aging Project) Wave 1 methodology report. Chicago, IL: National Opinion Research Center.

    Google Scholar 

  • O’Muircheartaigh, C., English, N., Pedlow, S., & Kwok, P. K. (2014). Sample design, sample augmentation, and estimation for Wave 2 of the NSHAP. Journals of Gerontology-Series B: Psychological Sciences and Social Sciences, 69, S15–S26.

    Article  Google Scholar 

  • Peters, M., Simmons, L. W., & Rhodes, G. (2008). Testosterone is associated with mating success but not attractiveness or masculinity in human males. Animal Behaviour, 76, 297–303.

    Article  Google Scholar 

  • Pollet, T. V., der Meij, L. V., Cobey, K. D., & Buunk, A. P. (2011). Testosterone levels and their associations with lifetime number of opposite sex partners and remarriage in a large sample of American elderly men and women. Hormones and Behavior, 60, 72–77.

    Article  PubMed  Google Scholar 

  • Qato, D. M., Schumm, L. P., Johnson, M., Mihai, A., & Lindau, S. T. (2009). Medication data collection and coding in a home-based survey of older adults. Journals of Gerontology-Series B Psychological Sciences and Social Sciences, 64, i86–i93.

    Article  Google Scholar 

  • Redoute, J., Stoleru, S., Gregoire, M. C., Costes, N., Cinotti, L., Lavenne, F., et al. (2000). Brain processing of visual sexual stimuli in human males. Human Brain Mapping, 11, 162–177.

    Article  PubMed  Google Scholar 

  • Roney, J. R., Mahler, S. V., & Maestripieri, D. (2003). Behavioral and hormonal responses of men to brief interactions with women. Evolution and Human Behavior, 24, 365–375.

    Article  Google Scholar 

  • Rowland, D. L., Heiman, J. R., Gladue, B. A., Hatch, J. P., Doering, C. H., & Weiler, S. J. (1987). Endocrine, psychological and genital response to sexual arousal in men. Psychoneuroendocrinology, 12, 149–158.

    Article  PubMed  Google Scholar 

  • Rupp, H. A., & Wallen, K. (2007). Relationship between testosterone and interest in sexual stimuli: The effect of experience. Hormones and Behavior, 52, 581–589.

    Article  PubMed  Google Scholar 

  • Schnittker, J. (2008). Happiness and success: Genes, families, and the psychological effects of socioeconomic position and social support. American Journal of Sociology, 114, S233–S259.

    Article  Google Scholar 

  • Smith, S., Jaszczak, A., Graber, J., Lundeen, K., Leitsch, S., Wargo, E., et al. (2009). Instrument development, study design implementation, and survey conduct for the National Social Life, Health, and Aging Project. Journals of Gerontology-Series B: Psychological Sciences and Social Sciences, 64, i20–i29.

    Article  Google Scholar 

  • Stata Corp. (2014). STATA release 14.0. College Station, TX: Stata Press.

    Google Scholar 

  • Stoléru, S., Grégoire, M.-C., Gérard, D., Decety, J., Lafarge, E., Cinotti, E., et al. (1999). Neuroanatomical correlates of visually evoked sexual arousal in human males. Archives of Sexual Behavior, 28, 1–21.

    Article  PubMed  Google Scholar 

  • Tuiten, A., van Honk, J., Koppeschaar, H., Bernaards, C., Thijssen, F., & Verbaten, R. (2002). Time course of effects of testosterone administration on sexual arousal in women. Archives of General Psychiatry, 58, 403–404.

    Google Scholar 

  • Umberson, D. (1992). Gender, marital status and the social control of health behavior. Social Science and Medicine, 34, 907–917.

    Article  PubMed  Google Scholar 

  • van Anders, S. M. (2009). Androgens and diversity in adult human partnering. In P. B. Gray & P. T. Ellison (Eds.), Endocrinology of social relationships (pp. 340–363). Cambridge, MA: Harvard University Press.

    Google Scholar 

  • van Anders, S. M. (2012). Testosterone and sexual desire in healthy women and men. Archives of Sexual Behavior, 41, 1471–1484.

    Article  PubMed  Google Scholar 

  • van Anders, S. M., Goldey, K. L., & Kuo, P. X. (2011). The steroid/peptide theory of social bonds: Integrating testosterone and peptide responses for classifying social behavioral contexts. Psychoneuroendocrinology, 36, 1265–1275.

    Article  PubMed  Google Scholar 

  • van Anders, S. M., & Gray, P. B. (2007). Hormones and human partnering. Annual Review of Sex Research, 18, 60–93.

    Google Scholar 

  • van Anders, S. M., Hamilton, L. D., Schmidt, N., & Watson, N. V. (2007a). Associations between testosterone secretion and sexual activity in women. Hormones and Behavior, 51, 477–482.

    Article  PubMed  Google Scholar 

  • van Anders, S. M., Hamilton, L. D., & Watson, N. V. (2007b). Multiple partners are associated with higher testosterone in North American men and women. Hormones and Behavior, 51, 454–459.

    Article  PubMed  Google Scholar 

  • van Anders, S. M., Steiger, J., & Goldey, K. L. (2015). Effects of gendered behavior on testosterone in women and men. Proceedings of the National Academy of Sciences of the United States of America, 112, 13805–13810.

    Article  PubMed  PubMed Central  Google Scholar 

  • van Anders, S. M., & Watson, N. V. (2006). Social neuroendocrinology effects of social contexts and behaviors on sex steroids in humans. Human Nature, 17, 212–237.

    Article  PubMed  Google Scholar 

  • van der Meij, L., Buunk, A. P., van de Sande, J. P., & Salvador, A. (2008). The presence of a woman increases testosterone in aggressive dominant men. Hormones and Behavior, 54, 640–644.

    Article  PubMed  Google Scholar 

  • Waite, L. J., & Das, A. (2010). Families, social life, and well being at older ages. Demography, 47, S87–S109.

    Article  PubMed  Google Scholar 

  • Waite, L. J., Laumann, E. O., Das, A., & Schumm, L. P. (2009). Sexuality: Measures of partnerships, practices, attitudes, and problems in the National Social Life, Health, and Aging Study. Journals of Gerontology-Series B: Psychological Sciences and Social Sciences, 64, i56–i66.

    Article  Google Scholar 

  • Wang, C., Nieschlag, E., Swerdloff, R. S., Behre, H., Hellstrom, W. J., Gooren, L. J., et al. (2009). ISA, ISSAM, EAU, EAA and ASA recommendations: Investigation, treatment and monitoring of late-onset hypogonadism in males. The Aging Male, 12, 5–12.

    Article  PubMed  Google Scholar 

  • Wingfield, J. C., Hegner, R. E., Dufty, A. M, Jr., & Ball, G. F. (1990). The “challenge hypothesis”: Theoretical implications for patterns of testosterone secretion, mating systems, and breeding strategies. American Naturalist, 136, 829–846.

    Article  Google Scholar 

  • Wu, F. C., Tajar, A., Beynon, J. M., Pye, S. R., Silman, A. J., Finn, J. D., et al. (2010). Identification of late-onset hypogonadism in middle-aged and elderly men. New England Journal of Medicine, 363, 123–135.

    Article  PubMed  Google Scholar 

  • Wylie, K., Rees, M., Hackett, G., Anderson, R., Bouloux, P.-M., Cust, M., et al. (2010). Androgens, health and sexuality in women and men. Human Fertility, 13, 277–297.

    Article  PubMed  Google Scholar 

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Das, A., Sawin, N. Social Modulation or Hormonal Causation? Linkages of Testosterone with Sexual Activity and Relationship Quality in a Nationally Representative Longitudinal Sample of Older Adults. Arch Sex Behav 45, 2101–2115 (2016). https://doi.org/10.1007/s10508-016-0815-2

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