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Behavioral problem trajectories and self-esteem changes in relation with adolescent depressive symptoms: a longitudinal study

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Abstract

Purpose

Prospectively childhood behavioral problems and low self-esteem are associated with depression. However, these mental health changes over time have never been examined. This study assessed the association of childhood behavioral trajectories and self-esteem changes over time with adolescent depressive symptoms.

Methods

Parent-reported Rutter behavioral assessments and self-reported Culture-Free Self-Esteem Inventories (SEI) were obtained via record linkage from the Student Health Service, Department of Health (Hong Kong), and the Patient Health Questionnaire-9 (PHQ-9) depressive symptom scores were obtained via active follow-up of the Hong Kong’s Children of 1997” Chinese birth cohort. Partitional clustering was used to generate homogenous trajectories between ~ 7 and ~ 11 years for Rutter scores. Changes in low self-esteem between ~ 10 and ~ 12 years were obtained from the SEI. Multiple linear regression was used to estimate their associations with depressive symptom scores at ~ 13 years.

Results

Four trajectories/groups (stable low, declining, rising, and stable high) of Rutter score and self-esteem groups were created. The stable low behavioral trajectory was associated with the fewest depressive symptoms while the stable high trajectory had 1.23 more depressive symptoms [95% confidence interval (CI) 0.84 to 1.61] than the stable low trajectory. Consistently low self-esteem (stable low) was associated with 2.96 more depressive symptoms (95% CI 2.35–3.57) compared to consistently high self-esteem (stable high).

Conclusions

Sustained or worsening childhood behavioral problems and low self-esteem were precursors of adolescent depressive symptoms, and as such could be an early indicator of the need for intervention.

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References

  1. Abela JRZ (2002) Depressive mood reactions to failure in the achievement domain: a test of the integration of the hopelessness and self-esteem theories of depression. Cognitive Ther Res 26(4):531–552. https://doi.org/10.1023/A:1016236018858

    Article  Google Scholar 

  2. Trzesniewski KH, Donnellan MB, Moffitt TE, Robins RW, Poulton R, Caspi A (2006) Low self-esteem during adolescence predicts poor health, criminal behavior, and limited economic prospects during adulthood. Dev Psychol 42(2):381–390. https://doi.org/10.1037/0012-1649.42.2.381

    Article  PubMed  Google Scholar 

  3. Southall D, Roberts JE (2002) Attributional style and self-esteem in vulnerability to adolescent depressive symptoms following life stress: a 14-week prospective study. Cognitive Ther Res 26(5):563–579. https://doi.org/10.1023/A:1020457508320

    Article  Google Scholar 

  4. World Health Organization (2001) Mental health: a call for action by world health ministers. World Health Organization, Geneva

    Google Scholar 

  5. Mathers CD, Loncar D (2006) Projections of global mortality and burden of disease from 2002 to 2030. PLoS Med 3(11):e442. https://doi.org/10.1371/journal.pmed.0030442

    Article  PubMed  PubMed Central  Google Scholar 

  6. Bhatia SK, Bhatia SC (2007) Childhood and adolescent depression. Am Acad Fmly Physicians 74(1):73–80

    Google Scholar 

  7. Bahls SC (2002) Epidemiology of depressive symptoms in adolescents of a public school in Curitiba, Brazil. Rev Bras Psiquiatr 24(2):67

    Google Scholar 

  8. Rushton JL, Forcier M, Schectman RM (2002) Epidemiology of depressive symptoms in the National Longitudinal Study of Adolescent Health. J Am Acad Child Adolesc Psychiatry 41(2):199–205. https://doi.org/10.1097/00004583-200202000-00014

    Article  PubMed  Google Scholar 

  9. Saluja G, Iachan R, Scheidt PC, Overpeck MD, Sun W, Giedd JN (2004) Prevalence of and risk factors for depressive symptoms among young adolescents. Arch Pediatr Adolesc Med 158(8):760–765. https://doi.org/10.1001/archpedi.158.8.760

    Article  PubMed  Google Scholar 

  10. Stewart SM, Lewinsohn P, Lee PWH, Ho LM, Kennard BD, Hughes CW, Emslie GJ (2002) Symptom patterns in depression and “subthreshold” depression among adolescents in Hong Kong and the United States. J Cross Cult Psychol 33(6):559–576

    Article  Google Scholar 

  11. Lau S, Chan DWK, Lau PSY (1999) Facets of loneliness and depression among Chinese children and adolescents. J Soc Psychol 139(6):17

    Article  Google Scholar 

  12. Fergusson DM, Woodward LJ (2002) Mental health, educational, and social role outcomes of adolescents with depression. Arch Gen Psychiatry 59(3):225–231. https://doi.org/10.1001/archpsyc.59.3.225

    Article  PubMed  Google Scholar 

  13. Lewinsohn PM, Rohde P, Klein DN, Seeley JR (1999) Natural course of adolescent major depressive disorder: I. continuity into young adulthood. J Am Acad Child Psy 38(1):56–63. https://doi.org/10.1097/00004583-199901000-00020

    Article  CAS  Google Scholar 

  14. Chronis-Tuscano A, Molina BSG, Pelham WE, Applegate B, Dahlke A, Overmyer M, Lahey BB (2010) Very early predictors of adolescent depression and suicide attempts in children ith attention-deficit/hyperactivity disorder. Arch Gen Psychiatry 67(10):1044–1051

    Article  PubMed  PubMed Central  Google Scholar 

  15. Peacock G, Holland M (2003) Emotional and behavioral problems of young children: effective interventions in the preschool and kindergarten years. The Guilford, New York

    Google Scholar 

  16. Peacock G, Collett B (2009) Collaborative home/school interventions: evidence-based solutions for emotional, behavioral, and academic problems. The Guilford, New York

    Google Scholar 

  17. American Psychiatric Association (2013) Diagnostic and statistical manual of mental disorders, 5th edn. American Psychiatric Association, Arlington

    Book  Google Scholar 

  18. Steiner H, Remsing L, Work Group on Quality I (2007) Practice parameter for the assessment and treatment of children and adolescents with oppositional defiant disorder. J Am Acad Child Adolesc Psychiatry 46 (1):126–141. https://doi.org/10.1097/01.chi.0000246060.62706.af

    Article  PubMed  Google Scholar 

  19. Cicchetti D, Cohen DJ (2006) Perspectives on developmental psychopathology. In: Cicchetti D, Cohen DJ (eds) developmental psychology: volume 1 theory and methods. Wiley, New York, pp 3–20

    Google Scholar 

  20. Shin KM, Cho SM, Shin YM, Park KS (2013) Early risk factors for depressive symptoms among Korean adolescents: a 6-to-8 year follow-up study. J Korean Med Sci 28(11):1667–1671. https://doi.org/10.3346/jkms.2013.28.11.1667

    Article  PubMed  PubMed Central  Google Scholar 

  21. Campbell SB, Schleifer M, Weiss G, Perlman T (1977) A two-year follow-up of hyperactive preschoolers. Am J Orthopsychiatry 47(1):149–162

    Article  PubMed  CAS  Google Scholar 

  22. Kazdin AE (1993) Treatment of conduct disorder—progress and directions in psychotherapy-research. Dev Psychopathol 5(1–2):277–310. doi:https://doi.org/10.1017/S0954579400004399

    Article  Google Scholar 

  23. Mann M, Hosman CM, Schaalma HP, de Vries NK (2004) Self-esteem in a broad-spectrum approach for mental health promotion. Health Educ Res 19(4):357–372. https://doi.org/10.1093/her/cyg041

    Article  PubMed  Google Scholar 

  24. Wexler D (1991) The adolescent self: strategies for self-management, self-soothing, and self-esteem in adolescents, vol 19. Health Educ Res, vol 4. W. W. Norton & Company, New York

    Google Scholar 

  25. Eccles JS (1999) The development of children ages 6 to 14. Future Child 9(2):30–44

    Article  PubMed  CAS  Google Scholar 

  26. Robins R, Trzesniewski K (2005) Self-esteem development across the lifespan. Curr Dir Psychol Sci 14(3):5

    Article  Google Scholar 

  27. Orth U, Robins C (2014) The development of self-esteem. Curr Dir Psychol Sci 23(5):7

    Article  Google Scholar 

  28. Steiger AE, Allemand M, Robins RW, Fend HA (2014) Low and decreasing self-esteem during adolescence predict adult depression two decades later. J Pers Soc Psychol 106(2):325–338. https://doi.org/10.1037/a0035133

    Article  PubMed  Google Scholar 

  29. Schooling CM, Hui LL, Ho LM, Lam TH, Leung GM (2012) Cohort profile: ‘Children of 1997’: a Hong Kong Chinese birth cohort. Int J Epidemiol 41(3):611–620. https://doi.org/10.1093/ije/dyq243

    Article  PubMed  Google Scholar 

  30. Wong CK (1988) The Rutter parent scale A2 and teacher scale B2 in Chinese. II. Clinical validity among Chinese children. Acta Psychiatr Scand 78(1):11–17

    Article  PubMed  CAS  Google Scholar 

  31. Wong CK (1988) The Rutter parent scale A2 and teacher scale B2 in Chinese. I. Translation study. Acta Psychiatr Scand 77(6):724–728

    Article  PubMed  CAS  Google Scholar 

  32. Battle J (1992) Culture-free self-esteem inventories, 2nd edn. Pro-Ed, Austin

    Google Scholar 

  33. Battle J (2002) Culture-free self-esteem inventories: examiner’s manual, 3rd edn. Pro-Ed, Austin

    Google Scholar 

  34. Tin SP, Ho DS, Mak KH, Wan KL, Lam TH (2012) Association between television viewing and self-esteem in children. J Dev Behav Pediatr 33(6):479–485. https://doi.org/10.1097/DBP.0b013e31825ab67d

    Article  PubMed  Google Scholar 

  35. Tin P (2013) Lifestyle, self-esteem and obesity among children. The University of Hong Kong, Hong Kong

    Book  Google Scholar 

  36. Spitzer RL, Kroenke K, Williams JB (1999) Validation and utility of a self-report version of PRIME-MD: the PHQ primary care study. Primary care evaluation of mental disorders. Patient Health Ques JAMA 282(18):1737–1744. https://doi.org/10.1001/jama.282.18.1737

    Article  CAS  Google Scholar 

  37. Richardson LP, McCauley E, Grossman DC, McCarty CA, Richards J, Russo JE, Rockhill C, Katon W (2010) Evaluation of the Patient Health Questionnaire-9 Item for detecting major depression among adolescents. Pediatrics 126(6):1117–1123. https://doi.org/10.1542/peds.2010-0852

    Article  PubMed  PubMed Central  Google Scholar 

  38. Allgaier A-K, Pietsch K, Frühe B, Sigl-Glöckner J, Schulte-Körne G (2012) Screening for depression in adolescents: validity of the Patient Health Questionnaire in pediatric care. Depress Anxiety. https://doi.org/10.1002/da.21971

    Article  PubMed  Google Scholar 

  39. Lee W (2008) Body dissatisfaction, depressive symptoms, and pubertal timing in Hong Kong Chinese. The University of Hong Kong, Hong Kong

    Book  Google Scholar 

  40. Pingault JB, Tremblay RE, Vitaro F, Carbonneau R, Genolini C, Falissard B, Cote SM (2011) Childhood trajectories of inattention and hyperactivity and prediction of educational attainment in early adulthood: A 16-year longitudinal population-based study. Am J Psychiatry 168(11):1164–1170. https://doi.org/10.1176/appi.ajp.2011.10121732

    Article  PubMed  Google Scholar 

  41. Genolini C, Falissard B (2010) KmL: K-means for longitudinal data. Computation Stat 25(2):317–328. https://doi.org/10.1007/s00180-009-0178-4

    Article  Google Scholar 

  42. Bayati H, Davoudi H, Fatemizadeh E (2008) A heuristic method for finding the optimal number of clusters with application in medical data. Conf Proc IEEE Eng Med Biol Soc 2008:4684–4687. https://doi.org/10.1109/IEMBS.2008.4650258

    Article  PubMed  Google Scholar 

  43. Maulik U, Bandyopadhyay S (2002) Performance evaluation of some clustering algorithms and validity indices. IEEE Trans Pattern Anal Mach Intell 24(12):5

    Article  Google Scholar 

  44. Hoffman JP (2003) Generalized linear models: an applied approach. Pearson Allyn and Bacon, Boston

    Google Scholar 

  45. Hosmer DW, Lemeshow S (1989) Appied logistic regression, 1st edn. Wiley, Chichester

    Google Scholar 

  46. Cohen JR (1988) Statistical power analysis for the behavioral sciences, 2nd edn. edn. Psychology Press, Taylor & Francis Group, Routledge

    Google Scholar 

  47. Harrell FE (2001) Regression modeling strategies: With applications to linear models, logistic regression, and survival analysis. Springer, New York, London

    Book  Google Scholar 

  48. Akobeng AK (2007) Understanding diagnostic tests 3: receiver operating characteristic curves. Acta Paediatr 96(5):644–647. https://doi.org/10.1111/j.1651-2227.2006.00178.x

    Article  PubMed  Google Scholar 

  49. National Institute of Mental Health (2008) The national institute of mental health strategic plan. National Institutes of Health, Bethesda

    Google Scholar 

  50. Duncan TE, Duncan SC (2009) The ABC’s of LGM: an introductory guide to latent variable growth curve modeling. Soc Pers Psychol Compass 3(6):979–991. https://doi.org/10.1111/j.1751-9004.2009.00224.x

    Article  Google Scholar 

  51. Little RJA, Rubin DB (2002) Statistical analysis with missing data, 2nd edn. Wiley, Hoboken

    Book  Google Scholar 

  52. Sterne JAC, White IR, Carlin JB, Spratt M, Royston P, Kenward MG, Wood AM, Carpenter JR (2009) Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls. Brit Med J. https://doi.org/10.1136/Bmj.B2393

    Article  PubMed  Google Scholar 

  53. Seaman SR, White IR, Copas AJ, Li L (2012) Combining multiple imputation and inverse-probability weighting. Biometrics 68(1):129–137. https://doi.org/10.1111/j.1541-0420.2011.01666.x

    Article  PubMed  PubMed Central  Google Scholar 

  54. Read J, Bentall RP (2012) Negative childhood experiences and mental health: theoretical, clinical and primary prevention implications. Br J Psychiatry 200(2):89–91. https://doi.org/10.1192/bjp.bp.111.096727

    Article  PubMed  Google Scholar 

  55. Downey G, Coyne JC (1990) Children of depressed parents—an integrative review. Psychol Bull 108(1):17

    Article  Google Scholar 

  56. Harvard Health Publications (2007) Uncovering diagnostic biases. Harvard Mental Health Lett 23 (12):6–7

    Google Scholar 

  57. Snowden LR (2003) Bias in mental health assessment and intervention: theory and evidence. Am J Public Health 93(2):239–243. https://doi.org/10.2105/Ajph.93.2.239

    Article  PubMed  PubMed Central  Google Scholar 

  58. Orth U, Robins RW (2013) Understanding the link between low self-esteem and depression. Curr Dir Psychol Sci 22(6):455–460. https://doi.org/10.1177/0963721413492763

    Article  Google Scholar 

  59. Beck AT (2012) Cognitive models of depression. In: Leahy RL, Dowd ET (eds) Clinical advances in cognitive psychotherapy: theory and application. Springer, New York

    Google Scholar 

  60. Thompson R, Tabone JK, Litrownik AJ, Briggs EC, Hussey JM, English DJ, Dubowitz H (2011) Early adolescent risk behavior outcomes of childhood externalizing behavioral trajectories. J Early Adolesc 31(2):234–257. https://doi.org/10.1177/0272431609361203

    Article  Google Scholar 

  61. Morin AJ, Maiano C, Marsh HW, Nagengast B, Janosz M (2013) School life and adolescents’ self-esteem trajectories. Child Dev 84(6):1967–1988. https://doi.org/10.1111/cdev.12089

    Article  PubMed  Google Scholar 

  62. Hoffman MA, Ushpiz V, Levy-Shiff R (1988) Social support and self-esteem in adolescence. J Youth Adolesc 17(4):307–316. https://doi.org/10.1007/BF01537672

    Article  PubMed  CAS  Google Scholar 

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Acknowledgements

The authors thank colleagues at the Student Health Service and Family Health Service of the Department of Health for their assistance and collaboration. They also thank the late Dr. Connie O for coordinating the project and all the fieldwork for the initial study in 1997-8. C. Leung additionally thanks the University Grants Committee for funding her research through the Hong Kong PhD Fellowship Scheme.

Funding

This work is a sub-study of the “Children of 1997” birth cohort which was initially supported by the Health Care and Promotion Fund, Health and Welfare Bureau, Government of the Hong Kong SAR (HCPF Grant #216106). Since 2005, the “Children of 1997” birth cohort has been funded by the Health and Health Services Research Fund (HHSRF Grant #03040771), Government of the Hong Kong SAR, the Research Fund for the Control of Infectious Diseases (RFCID Grants #04050172), Government of the Hong Kong SAR, the Health and Health Services Research Fund [HHSRF Grants # 07080751], Government of the Hong Kong SAR and the University Research Committee Strategic Research Theme (SRT) of Public Health, The University of Hong Kong.

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Correspondence to C. Mary Schooling.

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Leung, C.Y., Leung, G.M. & Schooling, C.M. Behavioral problem trajectories and self-esteem changes in relation with adolescent depressive symptoms: a longitudinal study. Soc Psychiatry Psychiatr Epidemiol 53, 673–684 (2018). https://doi.org/10.1007/s00127-018-1508-z

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