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Published in: European Journal of Epidemiology 8/2010

Open Access 01-08-2010 | PSYCHIATRIC EPIDEMIOLOGY

Cognitive ability, parental socioeconomic position and internalising and externalising problems in adolescence: Findings from two European cohort studies

Authors: Martijn Huisman, Ricardo Araya, Debbie A. Lawlor, Johan Ormel, Frank C. Verhulst, Albertine J. Oldehinkel

Published in: European Journal of Epidemiology | Issue 8/2010

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Abstract

We investigated whether cognitive ability (CA) may be a moderator of the relationship of parental socioeconomic position (SEP) with internalising and externalising problems in adolescents. We used data from two longitudinal cohort studies; the Avon Longitudinal Study of Parents and Children (ALSPAC) and the Tracking Adolescents’ Individual Lives Survey (TRAILS). Indicators of SEP were mother’s education and household income. CA was estimated with IQ scores, derived from the Wechsler Intelligence Scale for Children. Internalising and externalising problems were measured with the Strengths and Difficulties Questionnaire in ALSPAC and with the Child Behavior Checklist in TRAILS. Logistic regression analyses were used to estimate the relative index of inequality (RII) for each outcome; the RII provides the odds ratio comparing the most to least deprived for each measure of SEP. In fully adjusted models an association of mother’s education with externalising problems was observed [ALSPAC RII 1.42 (95%CI: 1.01–1.99); TRAILS RII 2.21 (95%CI: 1.37–3.54)], and of household income with internalising and externalising problems [pooled ALSPAC & TRAILS internalising RII 1.30 (95%CI: 0.99–1.71); pooled ALSPAC & TRAILS externalising RII 1.38 (95%CI: 1.03–1.84)]. No consistent associations were observed between mother’s education and internalising problems. Results of stratified analyses and interaction-terms showed no evidence that CA moderated the association of SEP with internalising or externalising problems.
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Literature
1.
go back to reference Amone-P’Olak K, Burger H, Ormel J, Huisman M, Verhulst FC, Oldehinkel AJ. Socioeconomic position and mental health problems in pre- and early-adolescents: the TRAILS study. Soc Psychiatry Psychiatr Epidemiol. 2009;44:231–8.CrossRefPubMed Amone-P’Olak K, Burger H, Ormel J, Huisman M, Verhulst FC, Oldehinkel AJ. Socioeconomic position and mental health problems in pre- and early-adolescents: the TRAILS study. Soc Psychiatry Psychiatr Epidemiol. 2009;44:231–8.CrossRefPubMed
2.
go back to reference Ashford J, Smit F, Van Lier PAC, Cuijpers P, Koot H. Early risk indicators of internalizing problems in late childhood: a 9-year longitudinal study. J Child Psychol Psychiatry. 2008;49:774–80.CrossRefPubMed Ashford J, Smit F, Van Lier PAC, Cuijpers P, Koot H. Early risk indicators of internalizing problems in late childhood: a 9-year longitudinal study. J Child Psychol Psychiatry. 2008;49:774–80.CrossRefPubMed
3.
go back to reference Sund AM, Larsson B, Wichstrom L. Psychosocial correlates of depressive symptoms among 12–14-year-old Norwegian adolescents. J Child Psychol Psychiatry. 2003;44:588–97.CrossRefPubMed Sund AM, Larsson B, Wichstrom L. Psychosocial correlates of depressive symptoms among 12–14-year-old Norwegian adolescents. J Child Psychol Psychiatry. 2003;44:588–97.CrossRefPubMed
4.
go back to reference Kaltiala-Heino R, Rimpelä M, Rantanen P, Laippala P. Adolescent depression: the role of discontinuities in life course and social support. J Affect Disord. 2001;64:155–66.CrossRefPubMed Kaltiala-Heino R, Rimpelä M, Rantanen P, Laippala P. Adolescent depression: the role of discontinuities in life course and social support. J Affect Disord. 2001;64:155–66.CrossRefPubMed
5.
go back to reference Goodman E. The role of socio-economic status gradients in explaining differences in US adolescent health. Am J Public Health. 2001;89:1522–7.CrossRef Goodman E. The role of socio-economic status gradients in explaining differences in US adolescent health. Am J Public Health. 2001;89:1522–7.CrossRef
6.
7.
go back to reference McCleod JD, Shanahan MJ. Trajectories of poverty and children’s mental health. J Health Soc Behav. 1996;37:207–20.CrossRef McCleod JD, Shanahan MJ. Trajectories of poverty and children’s mental health. J Health Soc Behav. 1996;37:207–20.CrossRef
8.
go back to reference Einfeld SL, Piccinin AM, Mackinnon A, Hofer SM, Taffe J, Gray KM, Bontempo DE, Hoffman LR, Parmenter T, Tonge BJ. Psychopathology in young people with intellectual disability. J Am Med Assoc. 2006;296:1981–9.CrossRef Einfeld SL, Piccinin AM, Mackinnon A, Hofer SM, Taffe J, Gray KM, Bontempo DE, Hoffman LR, Parmenter T, Tonge BJ. Psychopathology in young people with intellectual disability. J Am Med Assoc. 2006;296:1981–9.CrossRef
9.
go back to reference Chadwick O, Kusel Y, Cuddy M, Taylor E. Psychiatric diagnoses and behaviour problems from childhood to early adolescence in young people with severe intellectual disabilities. Psychol Med. 2005;35:751–60.CrossRefPubMed Chadwick O, Kusel Y, Cuddy M, Taylor E. Psychiatric diagnoses and behaviour problems from childhood to early adolescence in young people with severe intellectual disabilities. Psychol Med. 2005;35:751–60.CrossRefPubMed
10.
go back to reference Koskentausta T, Iivanainen M, Almqvist F. CBCL in the assessment of psychopathology in Finnish children with intellectual disability. Res Dev Disabil. 2004;25:341–54.CrossRefPubMed Koskentausta T, Iivanainen M, Almqvist F. CBCL in the assessment of psychopathology in Finnish children with intellectual disability. Res Dev Disabil. 2004;25:341–54.CrossRefPubMed
11.
go back to reference Emerson E. Prevalence of psychiatric disorders in children and adolescents with and without intellectual disability. J Intellect Dev Disabil. 2003;47:51–8. Emerson E. Prevalence of psychiatric disorders in children and adolescents with and without intellectual disability. J Intellect Dev Disabil. 2003;47:51–8.
12.
go back to reference Dekker MC, Koot HM, Van der Ende J, Verhulst FJ. Emotional and behavioural problems in children and adolescents with and without intellectual disability. J Child Psychol Psychiatry. 2002;43:1087–98.CrossRefPubMed Dekker MC, Koot HM, Van der Ende J, Verhulst FJ. Emotional and behavioural problems in children and adolescents with and without intellectual disability. J Child Psychol Psychiatry. 2002;43:1087–98.CrossRefPubMed
13.
go back to reference Dekker MC, Koot HM. DSM-IV disorders in children with borderline to moderate intellectual disability, II: child and family predictors. J Am Acad Child Adolesc Psychiatry. 2003;42:923–31.CrossRefPubMed Dekker MC, Koot HM. DSM-IV disorders in children with borderline to moderate intellectual disability, II: child and family predictors. J Am Acad Child Adolesc Psychiatry. 2003;42:923–31.CrossRefPubMed
14.
go back to reference Fergusson DM, Horwood LJ, Ridder EM. Show me the child at seven II: childhood intelligence and later outcomes in adolescence and young adulthood. J Child Psychol Psychiatry. 2005;46:850–8.CrossRefPubMed Fergusson DM, Horwood LJ, Ridder EM. Show me the child at seven II: childhood intelligence and later outcomes in adolescence and young adulthood. J Child Psychol Psychiatry. 2005;46:850–8.CrossRefPubMed
15.
go back to reference Bradley RH, Corwyn RF. Socioeconomic status and child development. Annu Rev Psychol. 2002;53:371–99.CrossRefPubMed Bradley RH, Corwyn RF. Socioeconomic status and child development. Annu Rev Psychol. 2002;53:371–99.CrossRefPubMed
16.
go back to reference Bolger KE, Patterson CJ, Thompson WW, Kupersmidt JB. Psychosocial adjustment among children experiencing persistent and intermittent family economic hardship. Child Dev. 1995;66:1107–29.CrossRef Bolger KE, Patterson CJ, Thompson WW, Kupersmidt JB. Psychosocial adjustment among children experiencing persistent and intermittent family economic hardship. Child Dev. 1995;66:1107–29.CrossRef
17.
go back to reference Caspi A, Taylor A, Moffit TE, Plomin R. Neighborhood deprivation affects children’s mental health: environmental risks identified in a genetic design. Psychol Sci. 2000;11:338–42.CrossRefPubMed Caspi A, Taylor A, Moffit TE, Plomin R. Neighborhood deprivation affects children’s mental health: environmental risks identified in a genetic design. Psychol Sci. 2000;11:338–42.CrossRefPubMed
18.
go back to reference Feinberg ME, Button TMM, Neiderhiser JM, Reiss D, Hetherington EM. Parenting and adolescent antisocial behaviour and depression: evidence of genotype x parenting environment interaction. Arch Gen Psychiatry. 2007;64:457–65.CrossRefPubMed Feinberg ME, Button TMM, Neiderhiser JM, Reiss D, Hetherington EM. Parenting and adolescent antisocial behaviour and depression: evidence of genotype x parenting environment interaction. Arch Gen Psychiatry. 2007;64:457–65.CrossRefPubMed
19.
go back to reference Reijneveld SA, Brugman E, Verhulst FC, Verloove-Vanhorick SP. Area deprivation and child psychosocial problems: a national cross-sectional study among school-aged children. Soc Psychiatry Psychiatr Epidemiol. 2005;40:18–23.CrossRefPubMed Reijneveld SA, Brugman E, Verhulst FC, Verloove-Vanhorick SP. Area deprivation and child psychosocial problems: a national cross-sectional study among school-aged children. Soc Psychiatry Psychiatr Epidemiol. 2005;40:18–23.CrossRefPubMed
20.
go back to reference Schneiders J, Drukker M, Van der Ende J, Verhulst FC, Van Os J, Nicolson NA. Neighborhood socioeconomic disadvantage and behavioral problems from late childhood into early adolescence. J Epidemiol Community Health. 2003;57:699–703.CrossRefPubMed Schneiders J, Drukker M, Van der Ende J, Verhulst FC, Van Os J, Nicolson NA. Neighborhood socioeconomic disadvantage and behavioral problems from late childhood into early adolescence. J Epidemiol Community Health. 2003;57:699–703.CrossRefPubMed
21.
go back to reference Zwaanswijk M, Verhaak PFM, Bensing JM, Van der Ende J, Verhulst FC. Help seeking for emotional and behavioral problems in children and adolescents: a review of recent literature. Eur Child Adolesc Psychiatry. 2003;12:153–61.CrossRefPubMed Zwaanswijk M, Verhaak PFM, Bensing JM, Van der Ende J, Verhulst FC. Help seeking for emotional and behavioral problems in children and adolescents: a review of recent literature. Eur Child Adolesc Psychiatry. 2003;12:153–61.CrossRefPubMed
22.
go back to reference Masten AD, Coatsworth JD. The development of competence in favorable and unfavorable environments. Am Psychol. 1998;53:205–20.CrossRefPubMed Masten AD, Coatsworth JD. The development of competence in favorable and unfavorable environments. Am Psychol. 1998;53:205–20.CrossRefPubMed
23.
go back to reference Garmezy N. Children in poverty: resilience despite risk. Psychiatry. 1993;56:127–36.PubMed Garmezy N. Children in poverty: resilience despite risk. Psychiatry. 1993;56:127–36.PubMed
24.
go back to reference Gottfredson LS. Mainstream science on intelligence: an editorial with 53 signatories, history, and bibliography. Intelligence. 1997;24:13–23.CrossRef Gottfredson LS. Mainstream science on intelligence: an editorial with 53 signatories, history, and bibliography. Intelligence. 1997;24:13–23.CrossRef
25.
go back to reference Luthar SS. Vulnerability and resilience: a study of high-risk adolescents. Child Dev. 1991;62:600–16.CrossRefPubMed Luthar SS. Vulnerability and resilience: a study of high-risk adolescents. Child Dev. 1991;62:600–16.CrossRefPubMed
26.
go back to reference Masten AS, Hubbard JJ, Gest S, Tellegen A, Garmezy N, Ramirez M. Competence in the context of adversity: pathways to resilience and maladaptation from childhood to late adolescence. Dev Psychopathol. 1999;11:143–69.CrossRefPubMed Masten AS, Hubbard JJ, Gest S, Tellegen A, Garmezy N, Ramirez M. Competence in the context of adversity: pathways to resilience and maladaptation from childhood to late adolescence. Dev Psychopathol. 1999;11:143–69.CrossRefPubMed
27.
go back to reference Buckner JC, Mezzacappa E, Bearslee WR. Characteristics of resilient youths living in poverty: the role of self-regulatory processes. Dev Psychopathol. 2003;15:139–62.CrossRefPubMed Buckner JC, Mezzacappa E, Bearslee WR. Characteristics of resilient youths living in poverty: the role of self-regulatory processes. Dev Psychopathol. 2003;15:139–62.CrossRefPubMed
28.
go back to reference Golding J, Pembrey M, Jones R. ALSPAC—the Avon longitudinal study of parents and children. I. Study methodology. Paediatr Perinat Epidemiol. 2001;15:74–87.CrossRefPubMed Golding J, Pembrey M, Jones R. ALSPAC—the Avon longitudinal study of parents and children. I. Study methodology. Paediatr Perinat Epidemiol. 2001;15:74–87.CrossRefPubMed
29.
go back to reference Huisman M, Oldehinkel AJ, De Winter AF, Minderaa RB, De Bildt A, Huizink AC, Verhulst FC, Ormel J. Cohort profile: The Dutch ‘TRacking Adolescents’ individual lives’ survey; TRAILS. Int J Epidemiol. 2008;37:1227–35.CrossRefPubMed Huisman M, Oldehinkel AJ, De Winter AF, Minderaa RB, De Bildt A, Huizink AC, Verhulst FC, Ormel J. Cohort profile: The Dutch ‘TRacking Adolescents’ individual lives’ survey; TRAILS. Int J Epidemiol. 2008;37:1227–35.CrossRefPubMed
30.
go back to reference De Winter AF, Oldehinkel AJ, Veenstra R, Brunnekreef JA, Verhulst FC, Ormel J. Evaluation of non-respons bias in mental health determinants and outcomes in a large sample of Dutch pre-adolescents. Eur J Epidemiol. 2001;20:173–81.CrossRef De Winter AF, Oldehinkel AJ, Veenstra R, Brunnekreef JA, Verhulst FC, Ormel J. Evaluation of non-respons bias in mental health determinants and outcomes in a large sample of Dutch pre-adolescents. Eur J Epidemiol. 2001;20:173–81.CrossRef
31.
go back to reference Wechsler D, Golombok S, Rust J. WISC-III UK Wechsler intelligence scale for children. UK Manual. 3rd ed. Sidcup: The Psychological Corporation; 1992. Wechsler D, Golombok S, Rust J. WISC-III UK Wechsler intelligence scale for children. UK Manual. 3rd ed. Sidcup: The Psychological Corporation; 1992.
32.
go back to reference Wechsler D. Wechsler intelligence scale for children-revised. New York: Psychological Corporation; 1974. Wechsler D. Wechsler intelligence scale for children-revised. New York: Psychological Corporation; 1974.
33.
go back to reference Sattler JM. Assessment of children (revised and updated 3rd edn.). San Diego: Jerome Sattler; 1992. Sattler JM. Assessment of children (revised and updated 3rd edn.). San Diego: Jerome Sattler; 1992.
34.
go back to reference Cox JL, Holden JM, Sagovsky R. Development of the Edinburgh postnatal depression scale. Br J Psychiatry. 1987;150:782–6.CrossRefPubMed Cox JL, Holden JM, Sagovsky R. Development of the Edinburgh postnatal depression scale. Br J Psychiatry. 1987;150:782–6.CrossRefPubMed
35.
go back to reference Kovacs M, Devlin B. Internalising disorders in childhood. J Child Psychol Psychiatry. 1998;39:47–63.CrossRefPubMed Kovacs M, Devlin B. Internalising disorders in childhood. J Child Psychol Psychiatry. 1998;39:47–63.CrossRefPubMed
36.
go back to reference Goodman R. The strengths and difficulties questionnaire: a research note. J Child Psychol Psychiatry. 1997;38:581–6.CrossRefPubMed Goodman R. The strengths and difficulties questionnaire: a research note. J Child Psychol Psychiatry. 1997;38:581–6.CrossRefPubMed
37.
go back to reference Achenbach TM. Manual for the child behaviour checklist/4–18 and 1991 profile. Burlington: University of Vermont; 1991. Achenbach TM. Manual for the child behaviour checklist/4–18 and 1991 profile. Burlington: University of Vermont; 1991.
38.
go back to reference Goodman R, Scott S. Comparing the strengths and difficulties questionnaire and the child behavior checklist: is small beautiful? J Abnorm Child Psychol. 1999;27:17–24.CrossRefPubMed Goodman R, Scott S. Comparing the strengths and difficulties questionnaire and the child behavior checklist: is small beautiful? J Abnorm Child Psychol. 1999;27:17–24.CrossRefPubMed
39.
go back to reference Mackenbach JP, Kunst AE. Measuring the magnitude of socio-economic inequalities in health: an overview of available measures illustrated with two examples from Europe. Soc Sci Med. 1997;44:757–71.CrossRefPubMed Mackenbach JP, Kunst AE. Measuring the magnitude of socio-economic inequalities in health: an overview of available measures illustrated with two examples from Europe. Soc Sci Med. 1997;44:757–71.CrossRefPubMed
40.
go back to reference Harper S, Lynch J. Measuring health inequalities. In: Oakes JM, Kaufman JS, editors. Methods in social epidemiology. San Fransisco: Jossey-Bass; 2006. p. 134–68. Harper S, Lynch J. Measuring health inequalities. In: Oakes JM, Kaufman JS, editors. Methods in social epidemiology. San Fransisco: Jossey-Bass; 2006. p. 134–68.
41.
go back to reference Araya R, Lewis G, Rojas G, Fritsch R. Education and income: which is more important for mental health? J Epidemiol Community Health. 2003;57:501–5.CrossRefPubMed Araya R, Lewis G, Rojas G, Fritsch R. Education and income: which is more important for mental health? J Epidemiol Community Health. 2003;57:501–5.CrossRefPubMed
42.
go back to reference Lahelma E, Laaksonen M, Martikainen P, Rahkonen O, Sarlio-Lähteenkorva S. Multiple measures of socioeconomic circumstances and common mental disorders. Soc Sci Med. 2006;63:1383–99.CrossRefPubMed Lahelma E, Laaksonen M, Martikainen P, Rahkonen O, Sarlio-Lähteenkorva S. Multiple measures of socioeconomic circumstances and common mental disorders. Soc Sci Med. 2006;63:1383–99.CrossRefPubMed
43.
go back to reference Bartley M, Sacker A, Firth D, Fitzpatrick R. Understanding social variation in cardiovascular risk factors in women and men: the advantage of theoretically based measures. Soc Sci Med. 1999;49:831–45.CrossRefPubMed Bartley M, Sacker A, Firth D, Fitzpatrick R. Understanding social variation in cardiovascular risk factors in women and men: the advantage of theoretically based measures. Soc Sci Med. 1999;49:831–45.CrossRefPubMed
44.
go back to reference Conger RD, Donnellan MB. An interactionist perspective on the socioeconomic context of human development. Annu Rev Psychol. 2007;58:175–99.CrossRefPubMed Conger RD, Donnellan MB. An interactionist perspective on the socioeconomic context of human development. Annu Rev Psychol. 2007;58:175–99.CrossRefPubMed
45.
go back to reference Miech RA, Caspi A, Moffitt TE, Wright BRE, Silva PA. Low socioeconomic status and mental disorders: a longitudinal study of selection and causation during young adulthood. Am J Sociol. 1999;104:1096–131.CrossRef Miech RA, Caspi A, Moffitt TE, Wright BRE, Silva PA. Low socioeconomic status and mental disorders: a longitudinal study of selection and causation during young adulthood. Am J Sociol. 1999;104:1096–131.CrossRef
46.
go back to reference Strohschein L. Household income histories and child mental health trajectories. J Health Soc Behav. 2005;46:359–67.CrossRefPubMed Strohschein L. Household income histories and child mental health trajectories. J Health Soc Behav. 2005;46:359–67.CrossRefPubMed
47.
go back to reference Fergusson DM, Woodward LJ. Maternal age and educational and psychosocial outcomes in early adulthood. J Child Psychol Psychiatry. 1999;43:479–89.CrossRef Fergusson DM, Woodward LJ. Maternal age and educational and psychosocial outcomes in early adulthood. J Child Psychol Psychiatry. 1999;43:479–89.CrossRef
48.
go back to reference Goodman E, Slap GB, Huang B. The public health impact of socioeconomic status on adolescent depression and obesity. Am J Public Health. 2003;V93:1844–50.CrossRef Goodman E, Slap GB, Huang B. The public health impact of socioeconomic status on adolescent depression and obesity. Am J Public Health. 2003;V93:1844–50.CrossRef
49.
go back to reference Wickrama KAS, Bryant CM. Community context of social resources and adolescent mental health. J Marriage Fam. 2003;65:850–66.CrossRef Wickrama KAS, Bryant CM. Community context of social resources and adolescent mental health. J Marriage Fam. 2003;65:850–66.CrossRef
50.
go back to reference Kraemer HC, Measelle JR, Ablow JC, Essex MJ, Boyce T, Kupfer DJ. A new approach to integrating data from multiple informants in psychiatric assessment and research: mixing and matching contexts and perspectives. Am J Psychiatry. 2003;160:1566–77.CrossRefPubMed Kraemer HC, Measelle JR, Ablow JC, Essex MJ, Boyce T, Kupfer DJ. A new approach to integrating data from multiple informants in psychiatric assessment and research: mixing and matching contexts and perspectives. Am J Psychiatry. 2003;160:1566–77.CrossRefPubMed
51.
go back to reference Noordhof A, Oldehinkel AJ, Verhulst FC, Ormel J. Optimal use of multi-informant data on co-occurrence of internalizing and externalizing problems: the TRAILS study. Int J Methods Psychiatric Res. 2008;17:174–83.CrossRef Noordhof A, Oldehinkel AJ, Verhulst FC, Ormel J. Optimal use of multi-informant data on co-occurrence of internalizing and externalizing problems: the TRAILS study. Int J Methods Psychiatric Res. 2008;17:174–83.CrossRef
52.
go back to reference Essex MJ, Kraemer HC, Armstrong JM, Boyce T, Goldsmith HH, Klein MH, Woodward H, Kupfer DJ. Exploring risk factors for the emergence of children’s mental health problems. Arch Gen Psychiatry. 2006;63:1246–56.CrossRefPubMed Essex MJ, Kraemer HC, Armstrong JM, Boyce T, Goldsmith HH, Klein MH, Woodward H, Kupfer DJ. Exploring risk factors for the emergence of children’s mental health problems. Arch Gen Psychiatry. 2006;63:1246–56.CrossRefPubMed
Metadata
Title
Cognitive ability, parental socioeconomic position and internalising and externalising problems in adolescence: Findings from two European cohort studies
Authors
Martijn Huisman
Ricardo Araya
Debbie A. Lawlor
Johan Ormel
Frank C. Verhulst
Albertine J. Oldehinkel
Publication date
01-08-2010
Publisher
Springer Netherlands
Published in
European Journal of Epidemiology / Issue 8/2010
Print ISSN: 0393-2990
Electronic ISSN: 1573-7284
DOI
https://doi.org/10.1007/s10654-010-9473-1

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