Abstract
Background
Several studies have investigated the association between cognitive behavioral characteristics and depressive symptoms; however, only a few have examined the longitudinal changes in this association, particularly in children. The current study evaluated the bidirectional relationships among negative/positive automatic thoughts, social skills, and depressive symptoms in children over a two-year period.
Methods
Elementary School children (N = 433; 50% female; age range 7–11) were assessed at six time-points over two years. They completed self-report measures assessing depressive symptoms, automatic thoughts, and social skills. Random intercept cross-lagged panel modeling (RI-CLPM) and cross-lagged panel modelling (CLPM) estimated associations between automatic thoughts, social skills, and depressive symptoms.
Results
The comprehensive RI-CLPM that included depressive symptoms, automatic thoughts, and social skills exhibited excellent model fit indices. A significant association was identified between longitudinal changes in negative/positive automatic thoughts and depressive symptoms. In particular, the results suggested a bidirectional, withinperson relationship between negative/positive automatic thoughts and depressive symptoms over time.
Conclusions
Perceived automatic thoughts longitudinally predict children’s depressive symptoms. The study identified within-person factors in depressive symptoms that contribute to longitudinal changes in negative and positive automatic thoughts.
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Data Availability
The dataset for this research is not publicly available and cannot be passed on to a third party outside the research project. The dataset includes sensitive personal information. We do not have the consent of the ethics committee or our participants to grant access to the collected data.
References
Aalto-Setälä, T., Marttunen, M., Tuulio-Henriksson, K., Poikolainen, K., & Lönnqvist, J. (2002). Depressive symptoms in adolescence as predictors of early adulthood depressive disorders and maladjustment. The American Journal of Psychiatry, 159, 1235–1237. https://doi.org/10.1176/appi.ajp.159.7.1235
Abela, J. R. Z. (2001). The hopelessness theory of depression: A test of the diathesis-stress and causal mediation components in third and seventh grade children. Journal of Abnormal Child Psychology, 29, 241–254. https://doi.org/10.1023/A:1010333815728
Abela, J. R. Z., Brozina, K., & Haigh, E. (2002). An examination of the response styles theory of depression in third- and seventh-grade children: A short-term longitudinal study. Journal of Abnormal Child Psychology, 30, 513–525. https://doi.org/10.1023/A:1019873015594
Abela, J. R. Z., & Hankin, B. L. (2008). Cognitive vulnerability to depression in children and adolescents: A developmental psychopathology perspective. In J. R. Z. Abela & B. L. Hankin (Eds.), Handbook of child and adolescent depression (pp. 35–78). The Guilford Press.
Abela, J. R. Z., & Skitch, S. A. (2007). Dysfunctional attitudes, self-esteem, and hassles: Cognitive vulnerability to depression in children of affectively ill parents. Behaviour Research and Therapy, 45, 1127–1140. https://doi.org/10.1016/j.brat.2006.09.011
Berry, D., & O’Connor, E. (2009). Behavioral risk, teacher-child relationships, and social skill development across middle childhood: A child-by-environment analysis of change. Journal of Applied Developmental Psychology, 31, 1–14. https://doi.org/10.1016/j.appdev.2009.05.001
Birlson, P. (1981). The validity of depressive disorder in childhood and the development of self-rating scale. Journal of Child Psychology and Psychiatry, 22, 73–88.
Bollen, K. A. (1989). Structural equations with latent variables. New York: John Wiley & Sons, Inc.
Brunwasser, S. M., Gillham, J. E., & Kim, E. S. (2009). A meta-analytic review of the Penn Resiliency Program’s effect on depressive symptoms. Journal of Consulting and Clinical Psychology, 77, 1042–1054. https://doi.org/10.1037/a0017671
Cabinet Office, Government of Japan (2014). White paper on children and young people 2014. (2021, November 10). https://www8.cao.go.jp/youth/whitepaper/h26gaiyou/tokushu.html
Calvete, E., Orue, I., & Hankin, B. L. (2013). Early maladaptive schemas and social anxiety in adolescents: The mediating role of anxious automatic thoughts. Journal of Anxiety Disorders, 27, 278–288. https://doi.org/10.1016/j.janxdis.2013.02.011
Chow, S. C., Shao, J., & Wang, H. (2008). Sample size calculation in clinical research (2nd ed.). New York: Chapman & Hall.
Chu, B. C., & Harrison, T. L. (2007). Disorder-specific effects of CBT for anxious and depressed youth: A meta-analysis of candidate mediators of change. Clinical Child and Family Psychology Review, 10, 352–372. https://doi.org/10.1007/s10567-007-0028-2
Clark, S., Bowers, G., & Reynolds, S. (2014). Managing negative thoughts, Part 1: Cognitive restructuring and behavioral experiments. In E. S. Sburlati & H. J. Lyneham (Eds.), Evidence-based CBT for anxiety and depression in children and adolescents: A Competencies-based approach (pp. 159–175). West Sussex, UK: John Wiley & Sons, Ltd.
Cohen, J. R., Young, J. F., & Abela, J. R. Z. (2012). Cognitive vulnerability to depression in child: An idiographic, longitudinal examination of inferential styles. Cognitive Therapy and Research, 36, 643–654. https://doi.org/10.1007/s10608-011-9431-6
Cole, D. A., Jacquez, F. M., & Maschman, T. L. (2001). Social origins depressive cognitions: A longitudinal study of self-perceived competence in children. Cognitive Therapy and Research, 25, 377–395. https://doi.org/10.1023/A:1005582419077
Costello, E. J., Mustillo, S., Erkanli, A., Keeler, G., & Angold, A. (2003). Prevalence and development of psychiatric disorders in childhood and adolescence. Archives of General Psychiatry, 60, 837–844. https://doi.org/10.1001/archpsyc.60.8.837
Craske, M. G., Meuret, A. E., Ritz, T., Treanor, M., & Dour, H. J. (2016). Treatment for anhedonia: A neuroscience driven approach. Depression and Anxiety, 33, 927–938. https://doi.org/10.1002/da.22490
Esbjørn, B. H., Falch, A., Walczak, M. A., Normann, N., & Breinholst, S. (2021). Social anxiety disorder in children: Investigating the relative contribution of automatic thoughts, repetitive negative thinking and metacognitions. Behavioural and Cognitive Psychotherapy, 49, 159–171. https://doi.org/10.1017/S1352465820000430
Gazelle, H., & Rudolph, K. D. (2004). Moving toward and away from the world: Social approach and avoidance trajectories in anxious solitary youth. Child Development, 75, 829–849. https://doi.org/10.1111/j.1467-8624.2004.00709.x
Geschwind, N., Arntz, A., Bannink, F., & Peeters, F. (2019). Positive cognitive behavior therapy in the treatment of depression: A randomized order within-subject comparison with traditional cognitive behavior therapy. Behaviour Research and Therapy., 116, 119–130. https://doi.org/10.1016/j.brat.2019.03.005
Gibb, B. E., & Alloy, L. B. (2006). A prospective test of the hopelessness theory of depression in children. Journal of Clinical Child and Adolescent Psychology, 35, 264–274. https://doi.org/10.1207/s15374424jccp3502_10
Hamaker, E. L., Kuiper, R. M., & Grasman, R. P. P. P. (2015). A critique of the cross-lagged panel model. Psychological Methods, 20, 102–116. https://doi.org/10.1037/a0038889
Hammen, C., Shih, J. H., & Brennan, P. A. (2004). Intergenerational transmission of depression: Test of an interpersonal stress model in a community sample. Journal of Consulting and Clinical Psychology, 72, 511–522. https://doi.org/10.1037/0022-006X.72.3.511
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indices in covariance structure analysis: Conventional criteria versus new alternative. Structural Equation Modeling, 6, 1–55. https://doi.org/10.1080/10705519909540118
Jacobs, R. H., Reinecke, M. A., Gollan, J. K., & Kane, P. (2008). Empirical evidence of cognitive vulnerability for depression among children and adolescents: A cognitive science and developmental perspective. Clinical Psychology Review, 28, 759–782. https://doi.org/10.1016/j.cpr.2007.10.006
Jöreskog, K. G., & Sörbom, D. (1996). LISREL 8: User’s Reference Guide. Linconwood, IL: Scientific Software International.
Kaufman, N. K., Rohde, P., Seeley, J. R., Clarke, G. N., & Stice, E. (2005). Potential. mediators of cognitive-behavioral therapy for adolescents with comorbid major depression and conduct disorder. Journal of Consulting and Clinical Psychology, 73, 38–46. https://doi.org/10.1037/0022-006x.73.1.38
Kjøbli, J., & Ogden, T. (2014). A randomized effective trial of individual child social skills training: Six-month follow-up. Child and Adolescent Psychiatry and Mental Health., 8, 31. https://doi.org/10.1186/s13034-014-0031-6
Kline, R. B. (2015). Principles and practice of structural equation modeling (4th ed.). Guilford Press.
Kovacs, M., Akiskal, H. S., Gatsonis, C., & Parrone, P. L. (1994). Childhood-onset. dysthymic disorder. Clinical features and prospective naturalistic outcome. Archives of General Psychiatry, 51, 365–374. https://doi.org/10.1001/archpsyc.1994.03950050025003
Lakdawalla, Z., Hankin, B., & Mermelstein, R. (2007). Cognitive theories of depression in children and adolescents: A conceptual and quantitative review. Clinical Child and Family Psychology Review, 10, 1–24. https://doi.org/10.1007/s10567-006-0013-1
Lewinsohn, P. M. (1974). A behavioral approach to depression. In R. Friedman & M. Katz (Eds.), The psychology of depression: Contemporary theory and research (pp. 157–185). Winston-Wiley.
Lewinsohn, P. M., Hoberman, H., & Rosenbaum, M. (1988). A prospective study of risk factors for unipolar depression. Journal of Abnormal Psychology, 97, 251–264. https://doi.org/10.1037/0021-843X.97.3.251
Long, E. E., Young, J. F., & Hankin, B. L. (2019). Separating within-person from between-person effects in the longitudinal co-occurrence of depression and different anxiety syndromes in youth. Journal of Research in Personality, 81, 158–167. https://doi.org/10.1016/j.jrp.2019.06.002
Murata, T., Shimizu, A., Mori, Y., & Oushima, S. (1996). Childhood depressive state in the school situation: Consideration from the Birleson’s scale. Saishin Seishin Igaku, 1, 131–138.
National Institutes of Mental Health. (2020). Breaking ground, breaking through: the strategic plan for mood disorders research. www.nimh.nih.gov/strategic/stplan_mooddisorders.cfm.
Nilsen, W., Karevold, E., Røysamb, E., Gustavson, K., & Mathiesen, K. S. (2013). Social skills and depressive symptoms across adolescence: social support as a mediator in girls versus boys. Journal of Adolescence, 36, 11–20. https://doi.org/10.1016/j.adolescence.2012.08.005
Oud, M., de Winter, L., Vermeulen-Smit, E., Bodden, D., Nauta, M., Stone, L., van den Heuvel, M., Taher, R. A., de Graaf, I., Kendall, T., Engels, R., & Stikkelbroek, Y. (2019). Effectiveness of CBT for children and adolescents with depression: A systematic review and meta-regression analysis. European Psychiatry, 57, 33–45. https://doi.org/10.1016/j.eurpsy.2018.12.008
Patton, G. C., Tollit, M. M., Romaniuk, H., Spence, S., Sheffield, J., & Sawyer, M. G. (2011). A prospective study of the effects of optimism on adolescent health risks. Pediatrics, 127, 308–316. https://doi.org/10.1542/peds.2010-0748
Pittard, C. M., Pössel, P., Adelson, J. L., Spence, S. H., Sheffield, J., & Sawyer, M. G. (2020). The conceptualization of the positive cognitive triad and associations with depression symptoms in adolescents. Child Psychiatry & Human Development, 52, 903–915. https://doi.org/10.1007/s10578-020-01062-w
Rapee, R. M., Oar, E. L., Johnco, C. J., Forbes, M. K., Fardouly, J., Magson, N. R., & Richardson, C. E. (2019). Adolescent development and risk for the onset of social-emotional disorders: A review and conceptual model. Behaviour Research and Therapy. https://doi.org/10.1016/j.brat.2019.103501
Rapee, R. M., Wignall, A., Hudson, J. L., & Schniering, C. A. (2000). Treating anxious children and adolescents: An evidence-based approach. Oakland: New Harbinger.
Rood, L., Roelofs, J., Bögels, S. M., & Alloy, L. B. (2010). Dimensions of negative thinking and the relations with symptoms of depression and anxiety in children and adolescents. Cognitive Therapy and Research, 34, 333–342. https://doi.org/10.1007/s10608-009-9261-y
Sato, H., & Shimada, H. (2006). Negative and positive automatic thoughts and symptoms of depression and anxiety in childhood. Japanese Journal of Behavior Therapy, 32, 1–13. https://doi.org/10.24468/jjbt.32.1_1
Sawyer, M. G., Pfeiffer, S., & Spence, S. (2009). Life events, coping and depressive symptoms among young adolescents: A one-year prospective study. Journal of Affective Disorders, 117, 48–54. https://doi.org/10.1016/j.jad.2008.12.013
Schniering, C. A., & Lyneham, H. J. (2007). The children’s automatic thoughts scale in a clinical sample: Psychometric properties and clinical utility. Behaviour Research and Therapy, 45, 1931–1940. https://doi.org/10.1016/j.brat.2006.09.009
Schniering, C. A., & Rapee, R. M. (2002). Development and validation of a measure of children’s automatic thoughts: The children’s automatic thoughts scale. Behaviour Research and Therapy, 40, 1091–1109. https://doi.org/10.1016/S0005-7967(02)00022-0
Segrin, C. (2000). Social skills deficits associated with depression. Clinical Psychology Review, 20, 379–403. https://doi.org/10.1016/S0272-7358(98)00104-4
Segrin, C., & Abramson, L. Y. (1994). Negative reactions to depressive behaviors: A communication theories analysis. Journal of Abnormal Psychology, 103, 655–668. https://doi.org/10.1037//0021-843x.103.4.655
Shanahan, L., Copeland, W. E., Costello, E. J., & Angold, A. (2011). Child-, adolescent- and young adult-onset depression: Differential risk factors in development? Psychological Medicine, 41, 2265–2274. https://doi.org/10.1017/S0033291711000675
Slade, T., Johnston, A., Teesson, M., Whiteford, H., Burgess, P., Pirkis, J., & Saw, S. (2009). The Mental Health of Australians 2. Report on the 2007 National Survey of Mental Health and Wellbeing. Canberra.
Spence, S. H. (2003). Social skills training with children and young people: Theory, evidence and practice. Child and Adolescent Mental Health, 8, 84–96. https://doi.org/10.1111/1475-3588.00051
Spence, S., Sheffield, J., & Donovan, C. (2002). Problem solving orientation and attributional style: Moderators of the impact of negative life events upon the development of depressive symptoms in adolescence? Journal of Clinical Child and Adolescent Psychology, 31, 219–229. https://doi.org/10.1207/S15374424JCCP3102_07
Stice, E., Shaw, H., Bohon, C., Marti, C. N., & Rohde, P. (2009). A meta-analytic review of depression prevention programs for children and adolescents: Factors that predict magnitude of intervention effects. Journal of Consulting and Clinical Psychology, 77, 486–503. https://doi.org/10.1037/a0015168
Takahashi, T., Matsubara, K., Nakano, A., & Sato, S. (2018). Two-year follow-up study of effects of a cognitive behavioral depression-prevention program for junior high school students: Comparison with a normative sample. Japanese Journal of Educational Psychology, 66, 81–94. https://doi.org/10.5926/jjep.66.81
Vidal-Ribas, P., Brotman, M. A., Valdivieso, I., Leibenluft, E., & Stringaris, A. (2016). The status of irritability in psychiatry: A conceptual and quantitative review. Journal of the American Academy of Child & Adolescent Psychiatry, 55, 556–570. https://doi.org/10.1016/j.jaac.2016.04.014
von Stumm, S., Deary, I. J., Kivimäki, M., Jokela, M., Clark, H., & Batty, D. (2011). Childhood behavior problems and health at midlife: 35-year follow-up of a Scottish birth cohort. Journal of Child Psychology and Psychiatry, 52, 992–1001. https://doi.org/10.1111/j.1469-7610.2011.02373.x
Watanabe, T., Okayasu, T., & Sato, S. (2002). Development of a social skills scale for children. Poster session presented at the 35th Annual Convention of Japanese Association of Counseling Science, Tokyo.
Webster-Stratton, C., & Lindsay, D. W. (1999). Social competence and conduct problems in young children: Issues in assessment. Journal of Clinical Child Psychology, 28, 25–43. https://doi.org/10.1207/s15374424jccp2801_3
Weeks, M., Wild, T. C., Ploubidis, G. B., Naicker, N., Cairney, J., North, C. R., & Colman, I. (2014). Childhood cognitive ability and its relationship with anxiety and depression in adolescence. Journal of Affective Disorders, 152–154, 139–145. https://doi.org/10.1016/j.jad.2013.08.019
Weersing, V. R., Jeffreys, M., Do, M. T., Schwartz, K. T., & Bolano, C. (2017). Evidence based update of psychosocial treatments for child and adolescent depression. Journal of Clinical Child & Adolescent Psychology, 46, 11–43. https://doi.org/10.1080/15374416.2016.1220310
Weisz, J. R., Southam-Gerow, M. A., Gordis, E. B., & Connor-Smith, J. (2003). Primary and secondary control enhancement training for youth depression: Applying the deployment-focused model of treatment development and testing. In A. E. Kazdin & J. R. Weisz (Eds.), Evidence-based psychotherapies for children and adolescents (pp. 148–164). The Guilford Press.
Werner-Seidler, A., Perry, Y., Calear, A. L., Newby, J. M., & Christensen, H. (2017). School-based depression and anxiety prevention programs for young people: A systematic review and meta-analysis. Clinical Psychology Review, 51, 30–47. https://doi.org/10.1016/j.cpr.2016.10.005
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Takahashi, T., Takebayashi, Y., Matsubara, K. et al. Two-Year Longitudinal Study of Children’s Cognitive Behavioral Characteristics Associated with Depressive Symptoms. Cogn Ther Res 46, 1049–1061 (2022). https://doi.org/10.1007/s10608-022-10326-9
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DOI: https://doi.org/10.1007/s10608-022-10326-9