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Journal of Abnormal Child Psychology

, Volume 41, Issue 5, pp 749–758 | Cite as

Gender Specific Effect of Psychological Stress and Cortisol Reactivity on Adolescent Risk Taking

  • Stacey B. Daughters
  • Stephanie M. Gorka
  • Alexis Matusiewicz
  • Katelyn Anderson
Article

Abstract

The purpose of this study was to evaluate how psychological stress, gender and cortisol response to stress relate to risk behavior among 132 14–18 year old adolescents. Participants completed a laboratory based risk task prior to and immediately after a computerized psychological stress task, and salivary cortisol was collected from pre-stress to 60 min following initial stress exposure. Results indicate that adolescent boys (n = 59) and girls (n = 73) demonstrate different patterns of risk taking (RT) in response to stress, such that boys evidenced an increase in RT following stress exposure, whereas girls evidenced a decrease in RT. In addition, a gender by cortisol interaction demonstrated that for boys, both a smaller total cortisol output (AUCg) and peak cortisol response to stress (PC) was associated with greater stress-induced RT. Both cortisol measures were unrelated to stress-induced RT among girls. Taken together, data suggest that among boys, a blunted cortisol response to stress underlies an increase in risk taking in the context of psychological stress. Further research with an additional behavioral stress task is needed prior to drawing conclusions regarding the relation between female gender, cortisol response to stress, and risk taking in the context of psychological stress.

Keywords

Risk taking Gender Cortisol Stress Adolescence 

Notes

Acknowledgment

This work was conducted at the University of Maryland, College Park and was supported by National Institute of Drug Abuse Grant R21DA022741 (PI: Daughters). We thank C.W. Lejuez for his consultation on this study. We also thank Ria Travers, Jimeka Leonard, and Kara Smith for their assistance with data collection.

References

  1. Achenbach, T. M. (1991). Manual for the child behavior checklist/4-18 and 1991 profile. Burlington: Department of Psychiatry, University of Vermont.Google Scholar
  2. Aiken, L. S., & West, S. G. (1991). Multiple regression: Testing and interpreting interactions. Newbury Park, London, Sage.Google Scholar
  3. Aklin, W. M., Lejuez, C. W., Zvolensky, M. J., Kahler, C. W., & Gwadz, M. (2005). Evaluation of behavioral measures of risk taking propensity with inner city adolescents. Behaviour Research and Therapy, 43(2), 215–228. doi: 10.1016/j.brat.2003.12.007.PubMedCrossRefGoogle Scholar
  4. Baker, T. B., Piper, M. E., McCarthy, D. E., Majeskie, M. R., & Fiore, M. C. (2004). Addiction motivation reformulated: An affective processing model of negative reinforcement. Psychological Review, 111(1), 33–51. doi: 10.1037/0033-295X.111.1.33.CrossRefGoogle Scholar
  5. Benjet, C., Borges, G., & Medina-Mora, M. (2010). Chronic childhood adversity and onset of psychopathology during three life stages: Childhood, adolescence and adulthood. Journal of Psychiatric Research, 44(11), 732–740. doi: 10.1016/j.jpsychires.2010.01.004.PubMedCrossRefGoogle Scholar
  6. Bouma, E. M. C., Riese, H., Ormel, J., Verhulst, F. C., & Oldehinkel, A. J. (2009). Adolescents’ cortisol responses to awakening and social stress; Effects of gender, menstrual phase and oral contraceptives. The TRAILS study. Psychoneuroendocrinology, 34(6), 884–893. doi: 10.1016/j.psyneuen.2009.01.003.PubMedCrossRefGoogle Scholar
  7. Boyce, W., & Ellis, B. J. (2005). Biological sensitivity to context: I. An evolutionary-developmental theory of the origins and functions of stress reactivity. Development and Psychopathology, 17(2), 271–301. doi: 10.1017/S0954579405050145.PubMedCrossRefGoogle Scholar
  8. Brewer-Smyth, K., Wolbert Burgess, A., & Shults, J. (2004). Physical and sexual abuse, salivary cortisol, and neurologic correlates of violent criminal behavior in female prison inmates. Biological Psychiatry, 55(1), 21–31. doi: 10.1016/S0006-3223(03)00705-4.PubMedCrossRefGoogle Scholar
  9. Brook, J. S., Adams, R. E., Balka, E. B., Whiteman, M., Zhang, C., & Sugerman, R. (2004). Illicit drug use and risky sexual behavior among african american and puerto rican urban adolescents: The longitudinal links. The Journal of Genetic Psychology, 165(2), 203–220. doi: 10.3200/GNTP.165.3.310-323.PubMedGoogle Scholar
  10. Colman, I., Croudace, T. J., Wadsworth, M. J., & Jones, P. B. (2008). Factors associated with antidepressant, anxiolytic and hypnotic use over 17 years in a national cohort. Journal of Affective Disorders, 110(3), 234–240. doi: 10.1016/j.jad.2008.01.021.PubMedCrossRefGoogle Scholar
  11. Compas, B. E., & Wagner, B. M. (1991). Psychosocial stress during adolescence: Intrapersonal and interpersonal processes. In S. Gore & M. E. Colton (Eds.), Adolescence, stress, and coping (pp. 67–85). New York: Aldine de Gruyter.Google Scholar
  12. Cooper, M., Agocha, V., & Sheldon, M. S. (2000). A motivational perspective on risky behaviors: The role of personality and affect regulatory processes. Journal of Personality, 68(6), 1059–1088. doi: 10.1111/1467-6494.00126.PubMedCrossRefGoogle Scholar
  13. Cooper, M., Wood, P. K., Orcutt, H. K., & Albino, A. (2003). Personality and the predisposition to engage in risky or problem behaviors during adolescence. Journal of Personality and Social Psychology, 84(2), 390–410. doi: 10.1037/0022-3514.84.2.390.PubMedCrossRefGoogle Scholar
  14. Cox, W., & Klinger, E. (1988). A motivational model of alcohol use. Journal of Abnormal Psychology, 97(2), 168–180. doi: 10.1037/0021-843X.97.2.168.PubMedCrossRefGoogle Scholar
  15. Danielson, C. K., Ruggiero, K. J., Daughters, S. B., & Lejuez, C. W. (2010). Distress tolerance, risk-taking propensity, and PTSD symptoms in trauma-exposed youth: Pilot study. The Behavior Therapist, 33, 28–34.Google Scholar
  16. Daughters, S. B., Reynolds, E. K., MacPherson, L., Kahler, C. W., Danielson, C. K., Zvolensky, M., et al. (2009). Distress tolerance and early adolescent externalizing and internalizing symptoms: The moderating role of gender and ethnicity. Behaviour Research and Therapy, 47(3), 198–205. doi: 10.1016/j.brat.2008.12.001.PubMedCrossRefGoogle Scholar
  17. Del Giudice, M., Ellis, B. J., & Shirtcliff, E. A. (2011). The Adaptive Calabration Model of stress responsivity. Neuroscience and Biobehavioral Reviews, 35, 1562–1592.PubMedCrossRefGoogle Scholar
  18. Dickerson, S. S., & Kemeny, M. E. (2004). Acute Stressors and Cortisol Responses: A Theoretical Integration and Synthesis of Laboratory Research. Psychological Bulletin, 130(3), 355–391. doi: 10.1037/0033-2909.130.3.355.PubMedCrossRefGoogle Scholar
  19. Fowles, D. C. (1980). The three arousal model: Implications of Gray’s two-factor learning theory for heart rate, electrodermal activity, and psychopathy. Psychophysiology, 17(2), 87–104. doi: 10.1111/j.1469-8986.1980.tb00117.x.PubMedCrossRefGoogle Scholar
  20. Fröjd, S. A., Nissinen, E. S., Pelkonen, M. I., Marttunen, M. J., Koivisto, A., & Kaltiala-Heino, R. (2008). Depression and school performance in middle adolescent boys and girls. Journal of Adolescence, 31(4), 485–498. doi: 10.1016/j.adolescence.2007.08.006.PubMedCrossRefGoogle Scholar
  21. Galaif, E. R., Sussman, S., Chou, C., & Wills, T. A. (2003). Longitudinal relations among depression, stress, and coping in high risk youth. Journal of Youth and Adolescence, 32(4), 243–258. doi: 10.1023/A:1023028809718.CrossRefGoogle Scholar
  22. Ge, X., Lorenz, F. O., Conger, R. D., Elder, G. H., & Simons, R. L. (1994). Trajectories of stressful life events and depressive symptoms during adolescence. Developmental Psychology, 30(4), 467–483. doi: 10.1037/0012-1649.30.4.467.CrossRefGoogle Scholar
  23. Gjerde, P. F., Block, J., & Block, J. H. (1988). Depressive symptoms and personality during late adolescence: Gender differences in the externalization–internalization of symptom expression. Journal of Abnormal Psychology, 97, 475–486.PubMedCrossRefGoogle Scholar
  24. Goodyer, I. M., Herbert, J. J., Altham, P. E., Pearson, J. J., Secher, S. M., & Shiers, H. M. (1996). Adrenal secretion during major depression in 8- to 16-year-olds, I. Altered diurnal rhythms in salivary cortisol and dehydroepiandrosterone (DHEA) at presentation. Psychological Medicine: A Journal of Research in Psychiatry and the Allied Sciences, 26(2), 245–256. doi: 10.1017/S0033291700034644.CrossRefGoogle Scholar
  25. Gordis, E. B., Granger, D. A., Susman, E. J., & Trickett, P. K. (2006). Asymmetry between salivary cortisol and α-amylase reactivity to stress: Relation to aggressive behavior in adolescents. Psychoneuroendocrinology, 31(8), 976–987. doi: 10.1016/j.psyneuen.2006.05.010.PubMedCrossRefGoogle Scholar
  26. Gore, S., Aseltine, R. H., & Colton, M. E. (1992). Social structure, life stress and depressive symptoms in a high school-aged population. Journal of Health and Social Behavior, 33(2), 97–113. doi: 10.2307/2137249.PubMedCrossRefGoogle Scholar
  27. Graber, J. A., Nichols, T. R., & Brooks-Gunn, J. (2010). Putting pubertal timing in developmental context: Implications for prevention. Developmental Psychobiology, 52(3), 254–262.PubMedGoogle Scholar
  28. Granger, D. A., Weisz, J. R., McCracken, J. T., & Ikeda, S. C. (1996). Reciprocal influences among adrenocortical activation, psychosocial processes, and the behavioral adjustment of clinic-referred children. Child Development, 67(6), 3250–3262. doi: 10.2307/1131777.PubMedCrossRefGoogle Scholar
  29. Gray, J. A. (1994). Three fundamental emotion systems. In P. Ekman & R. J. Davidson (Eds.), The nature of emotion: Fundamental questions (pp. 243–247). New York: Oxford University Press.Google Scholar
  30. Hankin, B. L., & Abramson, L. Y. (2001). Development of gender differences in depression: An elaborated cognitive vulnerability–transactional stress theory. Psychological Bulletin, 127(6), 773–796. doi: 10.1037/0033-2909.127.6.77.PubMedCrossRefGoogle Scholar
  31. Hankin, B. L., Mermelstein, R., & Roesch, L. (2007). Sex Differences in Adolescent Depression: Stress Exposure and Reactivity Models. Child Development, 78(1), 279–295. doi: 10.1111/j.1467-8624.2007.00997.x.PubMedCrossRefGoogle Scholar
  32. Hayes, S. C., Strosahl, K., & Wilson, K. G. (1999). Acceptance and Commitment Therapy: An experiential approach to behavior change. New York: Guilford Press.Google Scholar
  33. Horwitz, A. V., & White, H. R. (1987). Gender role orientations and styles of pathology among adolescents. Journal of Health and Social Behavior, 28(2), 158–170. doi: 10.2307/2137129.PubMedCrossRefGoogle Scholar
  34. Khantzian, E. J. (1985). The self medication hypothesis of addictive disorders: Focus on heroin and cocaine dependence. The American Journal of Psychiatry, 142, 1259–1264.PubMedGoogle Scholar
  35. Kim, K., Conger, R. D., Elder, G. H., & Lorenz, F. O. (2003). Reciprocal influences between stressful life events and adolescent internalizing and externalizing problems. Child Development, 74(1), 127–143. doi: 10.1111/1467-8624.00525.PubMedCrossRefGoogle Scholar
  36. Kirschbaum, C., & Hellhammer, D. H. (1994). Salivary cortisol in psychoneuroendocrine research: Recent developments and applications. Psychoneuroendocrinology, 19(4), 313–333. doi: 10.1016/0306-4530(94)90013-2.PubMedCrossRefGoogle Scholar
  37. Kirschbaum, C., Kudielka, B. M., Gaab, J., Schommer, N. C., & Hellhammer, D. H. (1999). Impact of gender, menstrual cycle phase, and oral contraceptives on the activity of the hypothalamic-pituitary-adrenal axis. Psychosomatic Medicine, 61(2), 154–162.PubMedGoogle Scholar
  38. Kirschbaum, C., Wüst, S., Faig, H. G., & Hellhammer, D. H. (1992). Heritability of cortisol responses to human corticotropin-releasing hormone, ergometry, and psychological stress in humans. Journal of Clinical Endocrinology and Metabolism, 75, 1526–1530.PubMedCrossRefGoogle Scholar
  39. Klimes-Dougan, B., Hastings, P. D., Granger, D. A., Usher, B. A., & Zahn-Waxler, C. (2001). Adrenocortical activity in at-risk and normally developing adolescents: Individual differences in salivary cortisol basal levels, diurnal variation, and responses to social challenges. Development and Psychopathology, 13(3), 695–719. doi: 10.1017/S0954579401003157.PubMedCrossRefGoogle Scholar
  40. Kudielka, B. M., Hellhammer, J., Hellhammer, D. H., Wolf, O. T., Pirke, K. M., Varadi, E., et al. (1998). Sex differences in endocrine and psychological responses to psychosocial stress in healthy elderly subjects and the impact of a 2-week dehydroepiandrosterone treatment. Journal of Clinical Endocrinology and Metabolism, 83, 1756–1761.PubMedCrossRefGoogle Scholar
  41. Kuntsche, E., Knibbe, R., Gmel, G., & Engels, R. (2005). Why do young people drink? A review of drinking motives. Clinical Psychology Review, 25(7), 841–861. doi: 10.1016/j.cpr.2005.06.002.PubMedCrossRefGoogle Scholar
  42. Larson, R., & Ham, M. (1993). Stress and ‘storm and stress’ in early adolescence: The relationship of negative events with dysphoric affect. Developmental Psychology, 29(1), 130–140. doi: 10.1037/0012-1649.29.1.130.CrossRefGoogle Scholar
  43. Lee, R. J., Hempel, J., TenHarmsel, A., Liu, T., Aleksander, A. M., & Klock, A. (2012). The neuroendocrinology of childhood trauma in personality disorder. Psychoneuroendocrinology, 37, 78–86.PubMedCrossRefGoogle Scholar
  44. Lejuez, C. W., Aklin, W. M., Zvolensky, M. J., & Pedulla, C. M. (2003). Evaluation of the Balloon Analogue Risk Task (BART) as a predictor of adolescent real-world risk-taking behaviours. Journal of Adolescence, 26(4), 475–479. doi: 10.1016/S0140-1971(03)00036-8.PubMedCrossRefGoogle Scholar
  45. Lejuez, C.W., Daughters, S.B., Danielson, C.W., Ruggiero, K. (2006). The Behavioral Indicator of Resiliency to Distress (BIRD). Unpublished manual.Google Scholar
  46. Lejuez, C. W., Read, J. P., Kahler, C. W., Richards, J. B., Ramsey, S. E., Stuart, G. L., et al. (2002). Evaluation of a behavioral measure of risk taking: The Balloon Analogue Risk Task (BART). Journal of Experimental Psychology. Applied, 8(2), 75–84. doi: 10.1037/1076-898X.8.2.75.PubMedCrossRefGoogle Scholar
  47. MacPherson, L., Reynolds, E. K., Daughters, S. B., Wang, F., Cassidy, J., Mayes, L. C., et al. (2010). Positive and negative reinforcement underlying risk behavior in early adolescents. Prevention Science, 11(3), 331–342.PubMedCrossRefGoogle Scholar
  48. Miller, A. L., Rathus, J. H., DuBose, A. P., Dexter-Mazza, E. T., & Goldklang, A. R. (2007). Dialectical behavior therapy for adolescents. In L. A. Dimeff & K. Koerner (Eds.), Dialectical behavior therapy in clinical practice: Applications across disorders and settings (pp. 245–263). New York: Guilford Press.Google Scholar
  49. Moss, H. B., Vanyukov, M. M., & Martin, C. S. (1995). Salivary cortisol responses and the risk for substance abuse in prepubertal boys. Biological Psychiatry, 38(8), 546–555. doi: 10.1016/0006-3223(94)00382-D.CrossRefGoogle Scholar
  50. Natsuaki, M. N., Klimes-Dougan, B., Ge, X., Shirtcliff, E. A., Hastings, P. D., & Zahn-Waxler, C. (2009). Early pubertal maturation and internalizing problems in adolescence: Sex differences in the role of cortisol reactivity to interpersonal stress. Journal of Clinical Child and Adolescent Psychology, 38(4), 513–524. doi: 10.1080/15374410902976320.PubMedCrossRefGoogle Scholar
  51. Nock, M. K., & Prinstein, M. J. (2005). Contextual features and behavioral functions of self-mutilation among adolescents. Journal of Abnormal Psychology, 114(1), 140–146. doi: 10.1037/0021-843X.114.1.140.PubMedCrossRefGoogle Scholar
  52. Nolen-Hoeksema, S., & Corte, C. (2004). Gender and self-regulation. In R. F. Baumeister, K. D. Vohs, R. F. Baumeister, & K. D. Vohs (Eds.), Handbook of self-regulation: Research, theory, and applications (pp. 411–421). New York: Guilford Press.Google Scholar
  53. Oosterlaan, J., Geurts, H. M., Knol, D. L., & Sergeant, J. A. (2005). Low basal salivary cortisol is associated with teacher-reported symptoms of conduct disorder. Psychiatry Research, 134(1), 1–10. doi: 10.1016/j.psychres.2004.12.005.PubMedCrossRefGoogle Scholar
  54. Piko, B. (2001). Gender differences and similarities on adolescents’ ways of coping. Psychological Record, 51(2), 223–235.Google Scholar
  55. Pleskac, T. J., Wallsten, T. S., Wang, P., & Lejuez, C. W. (2008). Development of an automatic response mode to improve the clinical utility of sequential risk-taking tasks. Experimental and Clinical Psychopharmacology, 16(6), 555–564. doi: 10.1037/a0014245.PubMedCrossRefGoogle Scholar
  56. Powers, S. I., Battle, C. L., Dorta, K., & Welsh, D. P. (2010). Adolescents’ submission and conflict behaviors with mothers predicts current and future internalizing problems. Research in Human Development, 7(4), 257–273. doi: 10.1080/15427609.2010.526522.CrossRefGoogle Scholar
  57. Pruessner, J. C., Kirschbaum, C., Meinlschmid, G., & Hellhammer, D. H. (2003). Two formulas for computation of the area under the curve represent measures of total hormone concentration versus time-dependent change. Psychoneuroendocrinology, 28(7), 916–931. doi: 10.1016/S0306-4530(02)00108-7.PubMedCrossRefGoogle Scholar
  58. Ramsay, D., & Lewis, M. (2003). Reactivity and regulation in cortisol and behavior response to stress. Child Development, 74, 456–464.PubMedCrossRefGoogle Scholar
  59. Raine, A. (2002). Annotation: The role of prefrontal deficits, low autonomic arousal and early health factors in the development of antisocial and aggressive behavior in children. Journal of Child Psychology and Psychiatry, 43(4), 417–434. doi: 10.1111/1469-7610.00034.PubMedCrossRefGoogle Scholar
  60. Raine, A. (2005). The Interaction of Biological and Social Measures in the Explanation of Antisocial and Violent Behavior. In D. M. Stoff, E. J. Susman, D. M. Stoff, E. J. Susman (Eds.), Developmental psychobiology of aggression (pp. 13–42). New York, NY US: Cambridge University Press. doi: 10.1017/CBO9780511499883.003
  61. Sapolsky, R. M., Romero, L. M., & Munck, A. U. (2000). How do glucocorticoids influence stress responses? Integrating permissive, suppressive, stimulatory, and preparative actions. Endocrine Reviews, 21, 55–89.PubMedCrossRefGoogle Scholar
  62. Scott, E. S., & Steinberg, L. (2008). Adolescent development and the regulation of youth crime. The Future of Children, 18(2), 15–33. doi: 10.1353/foc.0.0011.PubMedCrossRefGoogle Scholar
  63. Shirtcliff, E. A., Granger, D. A., Booth, A., & Johnson, D. (2005). Low salivary cortisol levels and externalizing behavior problems in youth. Development and Psychopathology, 17(1), 167–184. doi: 10.1017/S0954579405050091.PubMedCrossRefGoogle Scholar
  64. Simons, J. S., Gaher, R. M., Correia, C. J., Hansen, C. L., & Christopher, M. S. (2005). An affective-motivational model of marijuana and alcohol problems among college students. Psychology of Addictive Behaviors, 19(3), 326–334. doi: 10.1037/0893-164X.19.3.326.PubMedCrossRefGoogle Scholar
  65. Smider, N. A., Essex, M. J., Kalin, N. H., Buss, K. A., Klein, M. H., Davidson, R. J., et al. (2002). Salivary cortisol as a predictor of socioemotional adjustment during kindergarten: A prospective study. Child Development, 73(1), 75–92. doi: 10.1111/1467-8624.00393.PubMedCrossRefGoogle Scholar
  66. Smith-Khuri, E., Iachan, R., Scheidt, C. P., Overpeck, D. M., Saoirse, G., Pickett, W., et al. (2004). A cross-national study of violence-related behaviors in adolescents. Archives of Pediatrics & Adolescent Medicine, 158, 539–554.CrossRefGoogle Scholar
  67. Sourander, A., Jensen, P., Davies, M., Niemelä, S., Elonheimo, H., Ristkari, T., et al. (2007). Who is at greatest risk for adverse long-term outcomes? The Finnish From a Boy to a Man study. Journal of the American Academy of Child and Adolescent Psychiatry, 46(9), 1148–1161. doi: 10.1097/chi.0b013e31809861e9.PubMedCrossRefGoogle Scholar
  68. Solomon, R. L. (1977). Addiction: An opponent-process theory of acquired motivation: The affective dynamics of addiction. In J. D. Maser, M. P. Seligman, J. D. Maser, & M. P. Seligman (Eds.), Psychopathology: Experimental models (pp. 66–103). New York: W H Freeman/Times Books/ Henry Holt & Co.Google Scholar
  69. Stroud, L. R., Salovey, P., & Epel, E. S. (2002). Sex differences in stress responses: Social rejection versus achievement stress. Biological Psychiatry, 52(4), 318–327. doi: 10.1016/S0006-3223(02)01333-1.PubMedCrossRefGoogle Scholar
  70. Susman, E. J., Dockray, S., Granger, D. A., Blades, K. T., Randazzo, W., Heaton, J. A., et al. (2010). Cortisol and alpha amylase reactivity and timing of puberty: Vulnerabilities for antisocial behaviour in young adolescents. Psychoneuroendocrinology, 35(4), 557–569. doi: 10.1016/j.psyneuen.2009.09.004.PubMedCrossRefGoogle Scholar
  71. Taylor, S. E., Klein, L., Lewis, B. P., Gruenewald, T. L., Gurung, R. R., & Updegraff, J. A. (2000). Biobehavioral responses to stress in females: Tend-and-befriend, not fight-or-flight. Psychological Review, 107(3), 411–429. doi: 10.1037/0033-295X.107.3.411.PubMedCrossRefGoogle Scholar
  72. U.S. Bureau of the Census, County Population Estimates by Demographic Characteristics—Age, Sex, Race, and Hispanic Origin; updated annually for states and counties. http://www.census.gov/popest/counties/asrh/. 2010 Census of Population and Housing for places; updated every 10 years. http://factfinder2.census.gov.
  73. Vigil, J. M., Geary, D. C., Granger, D. A., & Flinn, M. V. (2010). Sex differences in salivary cortisol, alpha-amylase, and psychological functioning following Hurricane Katrina. Child Development, 81(4), 1228–1240. doi: 10.1111/j.1467-8624.2010.01464.x.PubMedCrossRefGoogle Scholar
  74. Windle, R. C., & Windle, M. (1997). An investigation of adolescents’ substance use behaviors, depressed affect, and suicidal behaviors. Journal of Child Psychology and Psychiatry, 38(8), 921–929. doi: 10.1111/j.1469-7610.1997.tb01611.x.PubMedCrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media New York 2013

Authors and Affiliations

  • Stacey B. Daughters
    • 1
  • Stephanie M. Gorka
    • 2
  • Alexis Matusiewicz
    • 3
  • Katelyn Anderson
    • 4
  1. 1.Department of PsychologyUniversity of North CarolinaChapel HillUSA
  2. 2.Department of PsychologyUniversity of Illinois at ChicagoChicagoUSA
  3. 3.Department of PsychologyUniversity of MarylandCollege ParkUSA
  4. 4.Department of Counseling Psychology and Human ServicesUniversity of OregonEugeneUSA

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