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The natural history of internalizing behaviours from adolescence to emerging adulthood: findings from the Australian Temperament Project

Published online by Cambridge University Press:  21 July 2016

K. S. Betts ,
P. Baker ,
R. Alati ,
J. E. McIntosh ,
J. A. Macdonald ,
P. Letcher  and
C. A. Olsson
K. S. Betts*
Affiliation:
The University of Queensland, School of Population Health, Herston, QLD, Australia
P. Baker
Affiliation:
The University of Queensland, School of Population Health, Herston, QLD, Australia
R. Alati
Affiliation:
The University of Queensland, School of Population Health, Herston, QLD, Australia
J. E. McIntosh
Affiliation:
Centre for Social and Early Emotional Development, School of Psychology, Faculty of Health, Deakin University, Geelong, VIC, Australia Murdoch Children's Research Institute, Centre for Adolescent Health, The Royal Children's Hospital Melbourne, Parkville, VIC, Australia Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Parkville, VIC, Australia
J. A. Macdonald
Affiliation:
Centre for Social and Early Emotional Development, School of Psychology, Faculty of Health, Deakin University, Geelong, VIC, Australia Murdoch Children's Research Institute, Centre for Adolescent Health, The Royal Children's Hospital Melbourne, Parkville, VIC, Australia Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Parkville, VIC, Australia
P. Letcher
Affiliation:
Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Parkville, VIC, Australia
C. A. Olsson
Affiliation:
Centre for Social and Early Emotional Development, School of Psychology, Faculty of Health, Deakin University, Geelong, VIC, Australia Murdoch Children's Research Institute, Centre for Adolescent Health, The Royal Children's Hospital Melbourne, Parkville, VIC, Australia Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Parkville, VIC, Australia The University of Melbourne, Melbourne School of Psychological Sciences, Faculty of Medicine, Dentistry and Health Sciences, Parkville, VIC, Australia
*
*Address for correspondence: K. S. Betts, Ph.D., M.P.H., B.Ed., School of Population Health, The University of Queensland, 4th Floor, Public Health Building, Herston Road, Herston, QLD 4006, Australia. (Email: kim.betts@uqconnect.edu.au)
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Abstract

Background

The aims of the study were to describe the patterning and persistence of anxiety and depressive symptoms from adolescence to young adulthood and to examine long-term developmental relationships with earlier patterns of internalizing behaviours in childhood.

Method

We used parallel processes latent growth curve modelling to build trajectories of internalizing from adolescence to adulthood, using seven waves of follow-ups (ages 11–27 years) from 1406 participants of the Australian Temperament Project. We then used latent factors to capture the stability of maternal reported child internalizing symptoms across three waves of early childhood follow-ups (ages 5, 7 and 9 years), and examined relationships among these patterns of symptoms across the three developmental periods, adjusting for gender and socio-economic status.

Results

We observed strong continuity in depressive symptoms from adolescence to young adulthood. In contrast, adolescent anxiety was not persistent across the same period, nor was it related to later depressive symptoms. Anxiety was, however, related to non-specific stress in young adulthood, but only moderately so. Although childhood internalizing was related to adolescent and adult profiles, the associations were weak and indirect by adulthood, suggesting that other factors are important in the development of internalizing symptoms.

Conclusions

Once established, adolescent depressive symptoms are not only strongly persistent, but also have the potential to differentiate into anxiety in young adulthood. Relationships with childhood internalizing symptoms are weak, suggesting that early adolescence may be an important period for targeted intervention, but also that further research into the childhood origins of internalizing behaviours is needed.

Keywords

Adolescenceanxietychildhooddepressionyoung adulthood
Type
Original Articles
Information
Psychological Medicine , Volume 46 , Issue 13 , October 2016 , pp. 2815 - 2827
Copyright
Copyright © Cambridge University Press 2016 

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References

Achenbach, TM, McConaughy, SH, Howell, CT (1987). Child/adolescent behavioral and emotional problems: implications of cross-informant correlations for situational specificity. Psychological Bulletin 101, 213–232.CrossRefGoogle ScholarPubMed
Angold, A, Costello, EJ, Messer, SC, Pickles, A (1995). Development of a short questionnaire for use in epidemiological studies of depression in children and adolescents. International Journal of Methods in Psychiatric Research 5, 251–262.Google Scholar
Berkhof, J, Snijders, TA (2001). Variance component testing in multilevel models. Journal of Educational and Behavioral Statistics 26, 133–152.CrossRefGoogle Scholar
Burnham, KP, Anderson, DR (2002). Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach. Springer: New York.Google Scholar
Byrne, BM (2012). Structural Equation Modeling with Mplus: Basic Concepts, Applications, and Programming. Routledge Academic: New York.Google Scholar
Choukas-Bradley, S, Giletta, M, Widman, L, Cohen, GL, Prinstein, MJ (2014). Experimentally measured susceptibility to peer influence and adolescent sexual behavior trajectories: a preliminary study. Developmental Psychology 50, 2221–2227.CrossRefGoogle ScholarPubMed
Copeland, WE, Shanahan, L, Costello, EJ, Angold, A (2009). Childhood and adolescent psychiatric disorders as predictors of young adult disorders. Archives of General Psychiatry 66, 764–772.CrossRefGoogle ScholarPubMed
Costello, EJ, 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.CrossRefGoogle ScholarPubMed
Cummings, CM, Caporino, NE, Kendall, PC (2014). Comorbidity of anxiety and depression in children and adolescents: 20 years after. Psychological Bulletin 140, 816–845.CrossRefGoogle ScholarPubMed
De Los Reyes, A, Kazdin, AE (2004). Measuring informant discrepancies in clinical child research. Psychological Assessment 16, 330–334.CrossRefGoogle ScholarPubMed
Duncan, TE, Duncan, SC (2009). The ABC's of LGM: an introductory guide to latent variable growth curve modeling. Social and Personality Psychology Compass 3, 979–991.CrossRefGoogle ScholarPubMed
Fazel, M, Hoagwood, K, Stephan, S, Ford, T (2014). Mental health interventions in schools in high-income countries. Lancet Psychiatry 1, 377–387.CrossRefGoogle ScholarPubMed
Fergusson, DM, Horwood, LJ, Ridder, EM, Beautrais, AL (2005). Subthreshold depression in adolescence and mental health outcomes in adulthood. Archives of General Psychiatry 62, 66–72.CrossRefGoogle ScholarPubMed
Fichter, M, Quadflieg, N, Fischer, U, Kohlboeck, G (2010). Twenty-five-year course and outcome in anxiety and depression in the Upper Bavarian Longitudinal Community Study. Acta Psychiatrica Scandinavica 122, 75–85.CrossRefGoogle ScholarPubMed
Garber, J, Weersing, VR (2010). Comorbidity of anxiety and depression in youth: implications for treatment and prevention. Clinical Psychology – Science and Practice 17, 293–306.CrossRefGoogle ScholarPubMed
Gutman, LM, Sameroff, AJ (2004). Continuities in depression from adolescence to young adulthood: contrasting ecological influences. Development and Psychopathology 16, 967–984.CrossRefGoogle ScholarPubMed
Hu, LT, Bentler, PM (1998). Fit indices in covariance structure modeling: sensitivity to underparameterized model misspecification. Psychological Methods 3, 424–453.CrossRefGoogle Scholar
Kessler, R, Sampson, N, Berglund, P, Gruber, M, Al-Hamzawi, A, Andrade, L, Bunting, B, Demyttenaere, K, Florescu, S, de Girolamo, G (2015). Anxious and non-anxious major depressive disorder in the World Health Organization World Mental Health Surveys. Epidemiology and Psychiatric Sciences 24, 210–226.CrossRefGoogle ScholarPubMed
Kessler, RC, Berglund, P, Demler, O, Jin, R, Merikangas, KR, Walters, EE (2005). Lifetime prevalence and age-of-onset distributions of DSM-IV disorders in the National Comorbidity Survey Replication. Archives of General Psychiatry 62, 593–602.CrossRefGoogle ScholarPubMed
Kessler, RC, Gruber, M, Hettema, JM, Hwang, I, Sampson, N, Yonkers, KA (2008). Co-morbid major depression and generalized anxiety disorders in the National Comorbidity Survey follow-up. Psychological Medicine 38, 365–374.CrossRefGoogle ScholarPubMed
Kessler, RC, Stang, PE, Wittchen, H-U, Ustun, TB, Roy-Burne, PP, Walters, EE (1998). Lifetime panic–depression comorbidity in the National Comorbidity Survey. Archives of General Psychiatry 55, 801–808.CrossRefGoogle ScholarPubMed
Letcher, P, Sanson, A, Smart, D, Toumbourou, JW (2012). Precursors and correlates of anxiety trajectories from late childhood to late adolescence. Journal of Clinical Child and Adolescent Psychology 41, 417–432.CrossRefGoogle ScholarPubMed
Letcher, P, Smart, D, Sanson, A, Toumbourou, JW (2009). Psychosocial precursors and correlates of differing internalizing trajectories from 3 to 15 years. Social Development 18, 618–646.CrossRefGoogle Scholar
Lovibond, PF, Lovibond, SH (1995). The structure of negative emotional states: comparison of the Depression Anxiety Stress Scales (DASS) with the Beck Depression and Anxiety Inventories. Behaviour Research and Therapy 33, 335–343.CrossRefGoogle ScholarPubMed
McGorry, P, Bates, T, Birchwood, M (2013). Designing youth mental health services for the 21st century: examples from Australia, Ireland and the UK. British Journal of Psychiatry 202, s30–s35.CrossRefGoogle Scholar
McLaughlin, KA, King, K (2015). Developmental trajectories of anxiety and depression in early adolescence. Journal of Abnormal Child Psychology 43, 311–323.CrossRefGoogle ScholarPubMed
Merikangas, KR, Zhang, H, Avenevoli, S, Acharyya, S, Neuenschwander, M, Angst, J (2003). Longitudinal trajectories of depression and anxiety in a prospective community study: the Zurich Cohort Study. Archives of General Psychiatry 60, 993–1000.CrossRefGoogle Scholar
Moffitt, TE, Harrington, H, Caspi, A, Kim-Cohen, J, Goldberg, D, Gregory, AM, Poulton, R (2007). Depression and generalized anxiety disorder: cumulative and sequential comorbidity in a birth cohort followed prospectively to age 32 years. Archives of General Psychiatry 64, 651–660.CrossRefGoogle Scholar
Muthén, LK, Muthén, BO (1998–2010). Mplus User's Guide. Muthén & Muthén: Los Angeles, CA.Google Scholar
Nauta, MH, Scholing, A, Rapee, RM, Abbott, M, Spence, SH, Waters, A (2004). A parent-report measure of children's anxiety: psychometric properties and comparison with child-report in a clinic and normal sample. Behaviour Research and Therapy 42, 813–839.CrossRefGoogle Scholar
Nylund, K, Asparouhov, T, Muthen, BO (2007). Deciding on the number of classes in latent class analysis and growth mixture modeling: a Monte Carlo simulation study. Structural Equation Modelling 14, 535–569.CrossRefGoogle Scholar
Patel, V, Flisher, AJ, Hetrick, S, McGorry, P (2007). Mental health of young people: a global public-health challenge. Lancet 369, 1302–1313.CrossRefGoogle ScholarPubMed
Patton, GC, Coffey, C, Romaniuk, H, Mackinnon, A, Carlin, JB, Degenhardt, L, Olsson, CA, Moran, P (2014). The prognosis of common mental disorders in adolescents: a 14-year prospective cohort study. Lancet 383, 1404–1411.CrossRefGoogle ScholarPubMed
Prior, MR, Sanson, A, Smart, D, Oberklaid, F (2000). Pathways from Infancy to Adolescence: Australian Temperament Project 1983–2000. Australian Institute of Family Studies: Melbourne, Victoria, Australia.Google Scholar
Reynolds, CR, Richmond, BO (1978). What I think and feel: a revised measure of children's manifest anxiety. Journal of Abnormal Child Psychology 6, 271–280.CrossRefGoogle Scholar
Rutter, M, Kim-Cohen, J, Maughan, B (2006). Continuities and discontinuities in psychopathology between childhood and adult life. Journal of Child Psychology and Psychiatry 47, 276–295.CrossRefGoogle ScholarPubMed
Rutter, M, Tizard, J, Whitmore, K (1970). Education, Health and Behaviour. Longman: London.Google Scholar
Sanson, AV, Prior, M, Oberklaid, F (1985). Normative data on temperament in Australian infants. Australian Journal of Psychology 37, 185–195.CrossRefGoogle Scholar
Snyder, J, Bullard, L, Wagener, A, Leong, PK, Snyder, J, Jenkins, M (2009). Childhood anxiety and depressive symptoms: trajectories, relationship, and association with subsequent depression. Journal of Clinical Child and Adolescent Psychology 38, 837–849.CrossRefGoogle ScholarPubMed
Toumbourou, JW, Williams, I, Letcher, P, Sanson, A, Smart, D (2011). Developmental trajectories of internalising behaviour in the prediction of adolescent depressive symptoms. Australian Journal of Psychology 63, 214–223.CrossRefGoogle Scholar
Wickrama, K, Conger, RD, Lorenz, FO, Martin, M (2012). Continuity and discontinuity of depressed mood from late adolescence to young adulthood: the mediating and stabilizing roles of young adults’ socioeconomic attainment. Journal of Adolescence 35, 648–658.CrossRefGoogle ScholarPubMed
Wittchen, HU, Kessler, R, Pfister, H, Höfler, M, Lieb, R (2000). Why do people with anxiety disorders become depressed? A prospective-longitudinal community study. Acta Psychiatrica Scandinavica 102, 14–23.CrossRefGoogle Scholar
Wolitzky-Taylor, K, Dour, H, Zinbarg, R, Mineka, S, Vrshek-Schallhorn, S, Epstein, A, Bobova, L, Griffith, J, Waters, A, Nazarian, M (2014). Experiencing core symptoms of anxiety and unipolar mood disorders in late adolescence predicts disorder onset in early adulthood. Depression and Anxiety 31, 207–213.CrossRefGoogle ScholarPubMed
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