Abstract
The purpose of the multi-measure, multi-wave, longitudinal study was to examine the interactive relation between behavioral distress tolerance (DT) and perceived social support (PSS) in 352 tornado-exposed adolescents aged 12–17 years (M = 14.44; SD = 1.74). At baseline, adolescents completed a computer-based task for DT, and self-report measures of PSS, depressed mood, posttraumatic stress disorder (PTSD), substance use, and interpersonal conflict. Symptoms also were assessed 4 and 12 months after baseline. Findings showed that lower levels of DT together with lower levels of PSS conferred risk for elevated symptoms of prospective depression (t(262) = −2.04, p = .04; reffect size = 0.13) and PTSD (t(195) = −2.08, p = .04; reffect size = 0.15) following a tornado. However, only PSS was significant in substance use t(139) = 2.20, p = .03; reffect size=0.18) and conflict (t(138) = −4.05, p < .0001; reffect size=0.33) in our sample. Implications regarding adolescent DT, the transdiagnostic nature of PSS, and the clinical applications of our findings in the aftermath of a natural disaster are discussed.
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Notes
Only 2.1 % of all adolescents contacted were ruled out due to Internet access, suggesting that our inclusion criteria did not have an adverse impact on the generalizability of our results.
Due to budgetary reasons, only 60 % of the original sample was randomly selected to complete the Conflict Behavior Questionnaire (CBQ).
Participants who completed the DT task were compared to those who did not across all study variables. No significant differences were found across constructs (p > .20).
To provide a more stringent test of our findings, all prospective analyses were rerun with the intercept recentered to 0 at Time 2 and subsequently Time 3. Our pattern of findings remained identical across analyses providing further support that significance was maintained across the duration of the study.
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References
Abela, J. R. Z., & Hankin, B. L. (2008). Cognitive vulnerability to depression in children and adolescents. In J. R. Z. Abela & B. L. Hankin (Eds.), Handbook of depression in children and adolescents (pp. 35–78). New York: Guilford.
Adams, R. E., & Boscarino, J. A. (2006). Predictors of PTSD and delayed PTSD after disaster: the impact of exposure and psychosocial resources. The Journal of Nervous and Mental Disease, 194, 485–504.
Adams, Z. W., Sumner, J. A., Danielson, C. K., McCauley, J. L., Resnick, H. S., Grös, K., et al. (2014). Prevalence and predictors of PTSD and depression among adolescent victims of the spring 2011 tornado outbreak. Journal of Child Psychology and Psychiatry. doi:10.1111/jcpp.12220.
Amstadter, A. B., Daughters, S. B., MacPherson, L., Reynolds, E. K., Danielson, C. K., Wang, F., et al. (2012). Genetic associations with performance on a behavioral measure of distress intolerance. Journal of Psychiatric Research, 46, 87–94. doi:10.1016/j.jpsychires.2011.09.017.
Auerbach, R. P., Bigda-Peyton, J. S., Eberhart, N. K., Webb, C. A., & Ho, M. H. R. (2011). Conceptualizing the prospective relationship between social support, stress, and depressive symptoms among adolescents. Journal of Abnormal Child Psychology, 39, 475–487. doi:10.1007/s10802-010-9479-x.
Bauer, D. J., Preacher, K. J., & Gil, K. M. (2006). Conceptualizing and testing random indirect effects and moderated mediation in multilevel models: new procedures and recommendations. Psychological Methods, 11, 142–163. doi:10.1037/1082-989X.11.2.142.
Beauchaine, T. P., & Gatzke-Kopp, L. M. (2012). Instantiating the multiple levels of analysis perspective in a program of study on externalizing behavior. Development and Psychopathology, 24, 1003–1018. doi:10.1017/S0954579412000508.
Birman, D., Trickett, E. J., & Vinokurov, A. (2002). Acculturation and adaptation of soviet Jewish refugee adolescents: predictors of adjustment across life domains. American Journal of Community Psychology, 30, 585–607. doi:10.1023/A:1016323213871.
Bonanno, G. A., Brewin, C. R., Kaniasty, K., & La Greca, A. M. (2010). Weighing the costs of disaster consequences, risks, and resilience in individuals, families, and communities. Psychological Science in the Public Interest, 11, 1–49. doi:10.1177/1529100610387086.
Boscarino, J. A., Galea, S., Ahern, J., Resnick, H. S., & Vlahov, D. (2002). Utilization of mental health services following the September 11th terrorist attacks in Manhattan, New York City. International Journal of Emergency Mental Health, 4, 143–155. doi:10.1176/appi.ps.55.3.274.
Brown, B. B., & Bakken, J. P. (2011). Parenting and peer relationships: reinvigorating research on family–peer linkages in adolescence. Journal of Research on Adolescence, 21, 153–165. doi:10.1111/j.1532-7795.2010.00720.x.
CDC. Centers for Disease Control and Prevention. (2011). Youth Risk Behavior Survey (YRBS). U.S. Department of Health and Human Services.
Cicchetti, D., & Rogosch, F. A. (1996). Equifinality and multifinality in developmental psychopathology. Development and Psychopathology, 8, 597–600. doi:10.1017/S0954579400007318.
Colarossi, L. G. (2001). Adolescent gender differences in social support: structure, function, and provider type. Social Work Research, 25, 233–241. doi:10.1093/swr/25.4.233.
Cummings, J. R., Bornovalova, M. A., Ojanen, T., Hunt, E., MacPherson, L., & Lejuez, C. (2013). Time doesn’t change everything: the longitudinal course of distress tolerance and its relationship with externalizing and internalizing symptoms during early adolescence. Journal of Abnormal Child Psychology, 41, 735–748. doi:10.1007/s10802-012-9704-x.
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.
Danielson, C.K., Sumner, J., Adams, Z., McCauley, J., Carpenter, M., Amstadter, A.B., & Ruggiero, K. (2014). Substance use patterns and problems among disaster-exposed adolescents: Findings from the Alabama/Missouri Tornados of Spring of 2011. Manuscript submitted for publication.
Daughters, S. B., Reynolds, E. K., MacPherson, L., Kahler, C. W., Danielson, C. K., Zvolensky, M., & Lejuez, C. W. (2009). Distress tolerance and early adolescent externalizing and internalizing symptoms: the moderating role of gender and ethnicity. Behaviour Research and Therapy, 47, 198–205. doi:10.1016/j.brat.2008.12.001.
Daughters, S. B., Gorka, S. M., Magidson, J. F., MacPherson, L., & Seitz-Brown, C. J. (2013). The role of gender and race in the relation between adolescent distress tolerance and externalizing and internalizing psychopathology. Journal of Adolescence, 36, 1053–1065. doi:10.1016/j.adolescence.2013.08.008.
Dhalla, S., Zumbo, B. D., & Poole, G. (2011). A review of the psychometric properties of the CRAFFT instrument: 1999-2010. Current Drug Abuse Reviews, 4, 57–64.
Ehrlich, K. B., Cassidy, J., Gorka, S. M., Lejuez, C. W., & Daughters, S. B. (2013). Adolescent friendships in the context of dual risk: the roles of low adolescent distress tolerance and harsh parental response to adolescent distress. Emotion, 13, 843–851. doi:10.1037/a0032587.
Feder, A., Ahmad, S., Lee, E. J., Morgan, J. E., Singh, R., Smith, B. W., et al. (2013). Coping and PTSD symptoms in Pakistani earthquake survivors: purpose in life, religious coping and social support. Journal of Affective Disorders, 147(1), 156–163.
Fink, E. L. (2009). The FAQs on data transformation. Communication Monographs, 76, 379–397. doi:10.1080/03637750903310352.
Flynn, M., Kecmanovic, J., & Alloy, L. B. (2010). An examination of integrated cognitive-interpersonal vulnerability to depression: the role of rumination, perceived social support, and interpersonal stress generation. Cognitive Therapy and Research, 34, 456–466. doi:10.1007/s10608-010-9300-8.
Furr, J. M., Comer, J. S., Edmunds, J. M., & Kendall, P. C. (2010). Disasters and youth: a meta-analytic examination of posttraumatic stress. Journal of Consulting and Clinical Psychology, 78, 765–780. doi:10.1037/a0021482.
Hedeker, D., & Gibbons, R. D. (1997). Longitudinal data analysis. Hoboken: Wiley.
Hofer, C., Eisenberg, N., Spinrad, T. L., Morris, A. S., Gershoff, E., Valiente, C., et al. (2013). Mother–adolescent conflict: stability, change, and relations with externalizing and internalizing behavior problems. Social Development, 22, 259–279. doi:10.1111/sode.12012.
Jaycox, L. H., Cohen, J. A., Mannarino, A. P., Walker, D. W., Langley, A. K., Gegenheimer, K., et al. (2010). Children's mental health care following hurricane Katrina: a field trial of trauma-focused psychotherapies. Journal of Traumatic Stress, 23, 223–231. doi:10.1002/jts.20518.
Kane, P., & Garber, J. (2009). Parental depression and child externalizing and internalizing symptoms: unique effects of fathers’ symptoms and perceived conflict as a mediator. Journal of Child and Family Studies, 18(4), 465–472. doi:10.1007/s10826-008-9250-x.
Knight, J. R., Sherritt, L., Shrier, L. A., Harris, S. K., & Chang, G. (2002). Validity of the CRAFFT substance abuse screening test among adolescent clinic patients. Archives of Pediatrics & Adolescent Medicine, 156, 607–614. doi:10.1001/archpedi.156.6.607.
La Greca, A. M., Silverman, W. K., Vernberg, E. M., & Prinstein, M. J. (1996). Symptoms of posttraumatic stress in children after Hurricane Andrew: a prospective study. Journal of Consulting and Clinical Psychology, 64(4), 712.
La Greca, A. M., Silverman, W. K., & Wasserstein, S. B. (1998). Children’s predisaster functioning as a predictor of posttraumatic stress following Hurricane Andrew. Journal of Consulting and Clinical Psychology, 66, 883–892.
La Greca, A. M., Silverman, W. K., Lai, B., & Jaccard, J. (2010). Hurricane-related exposure experiences and stressors, other life events, and social support: concurrent and prospective impact on children's persistent posttraumatic stress symptoms. Journal of Consulting and Clinical Psychology, 78, 794–805. doi:10.1037/a0020775.
La Greca, A.M., Taylor, C.J., & Herge, W.M. (2012). Traumatic stress disorders in children and adolescents. The Oxford handbook of traumatic stress disorders, 98–118.
Lai, B. S., La Greca, A. M., Auslander, B. A., & Short, M. B. (2013). Children's symptoms of posttraumatic stress and depression after a natural disaster: comorbidity and risk factors. Journal of Affective Disorders, 146, 71–78. doi:10.1016/j.jad.2012.08.041.
Lejuez, C.W., Daughters, S.B., Danielson, C.W., & Ruggiero, K. (2006). The behavioral indicator of resiliency to distress (BIRD). Unpublished manual.
Leyro, T. M., Zvolensky, M. J., & Bernstein, A. (2010). Distress tolerance and psychopathological symptoms and disorders: a review of the empirical literature among adults. Psychological Bulletin, 136, 576–600. doi:10.1037/a0019712.
MacPherson, L., Reynolds, E. K., Daughters, S. B., Wang, F., Cassidy, J., Mayes, L. C., & Lejuez, C. W. (2010). Positive and negative reinforcement underlying risk behavior in early adolescents. Prevention Science, 11, 331–342. doi:10.1007/s11121-010-0172-7.
Marroquín, B. (2011). Interpersonal emotion regulation as a mechanism of social support in depression. Clinical Psychology Review, 31, 1276–1290. doi:10.1016/j.cpr.2011.09.005.
Marshall-Berenz, E. C., Vujanovic, A. A., Bonn-Miller, M. O., Bernstein, A., & Zvolensky, M. J. (2010). Multimethod study of distress tolerance and PTSD symptom severity in a trauma-exposed community sample. Journal of Traumatic Stress, 23, 623–630.
McClelland, G. H., & Judd, C. M. (1993). Statistical difficulties of detecting interactions and moderator effects. Psychological Bulletin, 114, 376–390.
McHugh, R. K., Daughters, S. B., Lejuez, C. W., Murray, H. W., Hearon, B. A., Gorka, S. M., & Otto, M. W. (2011). Shared variance among self-report and behavioral measures of distress intolerance. Cognitive Therapy and Research, 35, 266–275. doi:10.1007/s10608-010-9295-1.
Missouri Department of Public Safety and Statistical Analysis. (2012). Nature and extent of the illicit drug problem in Missouri Report.
National Oceanic and Atmospheric Association. (2012). Tornadoes–annual 2011. Retrieved from http://www.ncdc.noaa.gov/sotc/tornadoes/2011/13.
Neumayer, E., & Barthel, F. (2011). Normalizing economic loss from natural disasters: a global analysis. Global Environmental Change, 21, 13–24. doi:10.1016/j.gloenvcha.2010.10.004.
Nock, M. K., & Mendes, W. B. (2008). Physiological arousal, distress tolerance, and social problem-solving deficits among adolescent self-injurers. Journal of Consulting and Clinical Psychology, 76, 28. doi:10.1037/0022-006X.76.1.28.
Resnick, H. S., Kilpatrick, D. G., Dansky, B. S., Saunders, B. E., & Best, C. L. (1993). Prevalence of civilian trauma and posttraumatic stress disorder in a representative national sample of women. Journal of Consulting and Clinical Psychology, 61, 984–991. doi:10.1037/0022-006X.61.6.984.
Rice, M. E., & Harris, G. T. (2005). Comparing effect sizes in follow-up studies: ROC area, Cohen’s d, and r. Law and Human Behavior, 29, 615–620. doi:10.1007/s10979-005-6832-7.
Rigby, K. (2000). Effects of peer victimization in schools and perceived social support on adolescent well-being. Journal of Adolescence, 23, 57–68. doi:10.1006/jado.1999.0289.
Robin, A. L., & Foster, S. L. (1989). Negotiating parent-adolescent conflict: A behavioral-family systems approach. New York: Guilford Press.
Rodman, S. A., Daughters, S. B., & Lejuez, C. W. (2009). Distress tolerance and rational-emotive behavior therapy: a new role for behavioral analogue tasks. Journal of Rational-Emotive & Cognitive-Behavior Therapy, 27, 97–120. doi:10.1007/s10942-009-0090-4.
Rudolph, K. D., Flynn, M., & Abaied, J. L. (2008). A developmental perspective on interpersonal theories of youth depression. 79–102. In J. R. Z. Abela & B. L. Hankin (Eds.), Handbook of depression in children and adolescents (pp. 79–102). New York: Guilford.
Ruggiero, K. J., Resnick, H. S., Paul, L. A., Gros, K., McCauley, J. L., et al. (2012). Randomized controlled trial of an internet-based intervention using random-digit-dial recruitment: the Disaster Recovery Web project. Contemporary Clinical Trials, 33, 237–246. doi:10.1016/j.cct.2011.10.001.
Seidman, E., Allen, L., Aber, J. L., Mitchell, C., Feinman, J., Yoshikawa, H., et al. (1995). Development and validation of adolescent-perceived microsystem scales: social support, daily hassles, and involvement. American Journal of Community Psychology, 23, 355–388.
Silvers, J. A., McRae, K., Gabrieli, J. D., Gross, J. J., Remy, K. A., & Ochsner, K. N. (2012). Age-related differences in emotional reactivity, regulation, and rejection sensitivity in adolescence. Emotion, 12, 1235–1247. doi:10.1037/a0028297.
Tabachnick, B. G., & Didell, L. S. (2007). Using multivariate statistics (5th ed.). Boston: Allyn and Bacon.
Tandon, S. D., Dariotis, J. K., Tucker, M. G., & Sonenstein, F. L. (2013). Coping, stress, and social support associations with internalizing and externalizing behavior among urban adolescents and young adults: revelations from a cluster analysis. Journal of Adolescent Health, 52, 627–633.
Tang, B., Liu, X., Liu, Y., Xue, C., & Zhang, L. (2014). A meta-analysis of risk factors for depression in adults and children after natural disasters. BMC Public Health, 14, 623–635.
Trickett, E. J., & Birman, D. (2005). Acculturation, school context, and school outcomes: adaptation of refugee adolescents from the former Soviet Union. Psychology in the Schools, 42(1), 27–38.
Zvolensky, M. J., Leyro, T. M., Bernstein, A., & Vujanovic, A. A. (2011). Historical perspectives, theory, and measurement of distress tolerance. In M. J. Zvolensky, A. Bernstein, & A. A. Vujanovic (Eds.), Distress tolerance: Theory, research, and clinical applications (pp. 3–27). New York: Guilford.
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The National Institute of Mental Health supported this study and the team of collaborators: data collection occurred via grants R01MH081056 to KJR and R21MH086313 to CKD. The preparation of this manuscript was partially supported by grant R01DA031285 to CKD, grant K12-DA031794 which supports ZWA, and T32MH18869 which supported JRC.
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Joseph R. Cohen, Carla Kmett Danielson, Zachary W. Adams and Kenneth J. Ruggiero have no conflict of interest to report.
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All procedures and protocols for this study were approved by the Institutional Review Board (IRB) at the MedicalUniversity of South Carolina.
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Cohen, J.R., Danielson, C.K., Adams, Z.W. et al. Distress Tolerance and Social Support in Adolescence: Predicting Risk for Internalizing and Externalizing Symptoms Following a Natural Disaster. J Psychopathol Behav Assess 38, 538–546 (2016). https://doi.org/10.1007/s10862-016-9545-y
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DOI: https://doi.org/10.1007/s10862-016-9545-y