Research report
Childhood cognitive ability and its relationship with anxiety and depression in adolescence

https://doi.org/10.1016/j.jad.2013.08.019Get rights and content

Abstract

Background

Childhood cognitive ability may have protective effects against internalizing symptoms in adolescence, although this may depend on the time of symptom assessment and child gender. Also, the effects of childhood stressors on adolescent internalizing symptoms may be moderated by childhood cognitive ability.

Methods

The sample included 4405 individuals from the Canadian National Longitudinal Study of Children and Youth (NLSCY). Between ages 4–5 and 10–11, children completed a test of verbal ability and scholastic aptitude and a series of mathematics computation tests. Internalizing symptoms were assessed via self-reports at ages 12–13 and 14–15.

Results

Greater cognitive ability was generally associated with decreased odds of internalizing symptoms at age 12–13. However, greater cognitive ability generally increased, or had no effect on, the odds of internalizing symptoms at age 14–15. Some of the effects of childhood cognitive ability varied with child gender. Also, childhood cognitive ability attenuated the effects of family dysfunction and chronic illness throughout childhood on subsequent internalizing symptoms.

Limitations

These data are largely subject to some degree of reporting bias, the tests of cognitive ability are limited and may not represent overall cognitive ability, and there may be intermediary variables that account for the relationship between childhood cognitive ability and adolescent internalizing symptoms.

Conclusion

Results suggest that programs attempting to increase early cognitive skills may be particularly beneficial for girls. Also, an increased focus on cognitive skills may attenuate the negative effects of some stressors on subsequent anxious and depressive symptoms, regardless of child gender.

Introduction

Feelings of anxiety and depression, or internalizing symptoms, are among the most common psychiatric problems experienced by adolescents (Costello et al., 2005). Although most individuals will not meet diagnostic criteria for clinical anxiety and mood disorders, the presence of internalizing symptoms have nevertheless been shown to increase the risk for subsequent psychiatric disorders (Pine et al., 1999, Ashford et al., 2008). Moreover, anxious and depressive disorders have been shown to represent a significant economic burden to society (Greenberg et al., 1999, Greenberg et al., 2003). The identification of risk and protective factors for internalizing symptoms is therefore an important first step in the prevention of psychiatric disorders in young people.

One possible protective factor against the development of internalizing symptoms is childhood cognitive ability, a concept synonymous with general intelligence (Ek et al., 2013, Woodward et al., 2012, Bruni et al., 2012, Trippas et al., 2013) and involving skills such as problem solving, memory, and verbal ability (Vernon, 1971, Ashton et al., 1979, Defries et al., 1979, Sass et al., 1995). Evidence suggests that child and youth internalizing symptoms are associated with a deficit in cognitive functioning. For example, children with social phobia have been shown to have certain types of memory deficit (Vasa et al., 2007), and may also have a greater amount of neurodevelopmental delay (Kristensen and Torgersen, 2008) as compared to other children. Children with greater internalizing symptoms also tend to have more difficulty with various cognitive tasks such as those involving problem solving (Emerson et al., 2005). Moreover, lower IQ has been associated with greater depression, especially in young adult men (Zammit et al., 2004, Rabbitt et al., 1995), and children with anxiety disorders tend to have lower IQ scores than non-anxious children (Hodges and Plow, 1990, Davis et al., 2008, Kristensen and Torgersen, 2008).

These findings suggest that children experiencing higher levels of anxiety and depression should have more difficulty in academic settings. There is some evidence of an educational gradient in depression, possibly resulting from differences in cognitive ability (Lee, 2011). Indeed, academic performance has been negatively associated with symptoms of anxiety and depression in children (Cole, 1991, Lin et al., 2011, Rapport et al., 2001). In addition, both academic competence in adolescence and high school completion are negatively associated with symptoms of anxiety and depression in young adulthood (Masten et al., 2005, Topitzes et al., 2009), and early academic achievement lowers the odds of persistently high levels of depression throughout adolescence and young adulthood (Stoolmiller et al., 2005). In contrast, other research suggests that educational attainment in early adulthood is associated with greater internalizing symptoms at age 53 (Hatch et al., 2007).

Most of the research examining the associations between markers of cognitive ability and internalizing symptoms to date has been cross-sectional, and thus the direction of effect in these associations, as well as the role of early cognitive ability on later internalizing symptoms, remains largely unexamined. Nevertheless, a small number of longitudinal studies suggest that cognitive ability early in life can have a significant effect on the later development of internalizing symptoms. For example, higher academic achievement in grade 1 has been shown to predict lower internalizing symptoms 2 years later (Burt and Roisman, 2010). Also, there is evidence that low IQ in adolescence increases the risk of depression in middle age (Der et al., 2009, Franz et al., 2011) and low IQ in childhood increases the risk of internalizing symptoms in adulthood (Koenen et al., 2009).

However, the role of intelligence in the development of subsequent internalizing symptoms may depend on a number of factors, including the age at which these symptoms are assessed and participant gender. For instance, one study found that IQ at age 8 was inversely related to depressive symptoms at age 11, but positively related to these symptoms at ages 13 and 14 (Glaser et al., 2011), while another study found that childhood cognitive ability was only related to fewer adult internalizing symptoms for women (Hatch et al., 2007).

Although childhood cognitive ability may be a protective factor against subsequent internalizing symptoms, it is not clear why this would be the case. One possibility is that children with greater cognitive ability are better equipped to cope with various sources of stress that may be important in the development and maintenance of internalizing symptoms. That is, cognitive ability may buffer children and youth against the effects of stress on anxiety and depression. However, support for this idea is mixed. One study found that stressful life events and depression in adulthood were positively associated only among those participants with lower cognitive ability at age 15 (Van Os and Jones, 1999). Another study of high-risk adolescents also failed to find evidence that greater intelligence gives adolescents an advantage in coping with stress (Luthar, 1991).

The first objective of the current study was to examine the relationship between cognitive ability in childhood and internalizing symptoms in adolescence. We hypothesized that cognitive ability in childhood would generally be inversely associated with internalizing symptoms in adolescence. However, we acknowledged the possibility that the effect of cognitive ability depends on the time of assessment of internalizing symptoms, with more protective effects in younger adolescents than older adolescents. The second objective was to examine gender differences in the effect of childhood cognitive ability on adolescent internalizing symptoms. We hypothesized that girls may benefit more from greater cognitive ability than boys. The third objective was to examine the potentially moderating role of childhood cognitive ability on the relationships between childhood stressors and internalizing symptoms in adolescence. Cognitive ability was expected to attenuate the influence of childhood stressors on adolescent internalizing symptoms.

Section snippets

Study sample

The National Longitudinal Study of Children and Youth (NLSCY) is a nationally representative prospective cohort study of Canadians that is managed by Statistics Canada (Statistics Canada and Human Resources and Skills Development Canada, 2009). Data collection for the longitudinal sample began in 1994/1995 and continued every 2 years until 2008/2009. Drawing from 6908 individuals who were age 2–3 years in Cycle 1 (1994/1995) or Cycle 2 (1996/1997) of the NLSCY, our sample included 4405

Overall regression analyses

Descriptive statistics are presented in Table 1. Results from the multinomial regression analyses are shown in Table 2. Overall, cognitive ability appeared to be negatively associated with internalizing problems measured at age 12–13, most consistently so for severe symptoms. Higher PPVT-R scores at age 4–5 decreased the odds of moderate (OR=0.83; CI: 0.75, 0.93) and severe (OR=0.80; CI: 0.70, 0.92) internalizing symptoms while controlling for covariates. Higher MCT scores at age 6–7 decreased

Discussion

The primary goal of the current study was to clarify the role of childhood cognitive ability in the development of internalizing symptoms in adolescence. Some previous research suggests that greater cognitive ability may protect children against subsequent internalizing difficulties (Burt and Roisman, 2010, Koenen et al., 2009). Consistent with this previous research, we found that cognitive ability was consistently associated with decreased odds of moderate and severe internalizing symptoms at

Role of funding source

The funders had no input into study design, analysis, interpretation of results, or writing of the manuscript.

Conflict of interest

All authors declare that they have no conflicts of interest.

Acknowledgments

This research was supported by a Grant from the SickKids Foundation and the Canadian Institutes of Health Research (Grant number SKF 116328), as well as funding from the Canada Research Chairs program for Dr. Colman. The authors thank Dr. Zacharie Tsala Dimbuene and Dr. Jean-Michel Billette of Statistics Canada for their assistance with data access and use. The research and analysis are based on data from Statistics Canada and the opinions expressed do not represent the views of Statistics

References (62)

  • T.M. Achenbach et al.

    Behavioral-problems and competencies reported by parents of normal and disturbed-children aged 4 through 16

    Monographs of the Society for Research in Child Development

    (1981)
  • M.H. Ashcraft et al.

    Mathematics anxiety and mental arithmetic performance—an exploratory investigation

    Cognition and Emotion

    (1994)
  • J. Ashford et al.

    Early risk indicators of internalizing problems in late childhood: a 9-year longitudinal study

    Journal of Child Psychology and Psychiatry

    (2008)
  • G.C. Ashton et al.

    Segregation analysis of family data for 15 tests of cognitive ability

    Behavior Genetics

    (1979)
  • M.H. Boyle et al.

    Ontario child health study 1. Methodology

    Archives of General Psychiatry

    (1987)
  • M.H. Boyle et al.

    Evaluation of the revised ontario child health study scales

    Journal of Child Psychology and Psychiatry and Allied Disciplines

    (1993)
  • M.H. Boyle et al.

    Evaluation of the original ontario-child-health-study scales

    Canadian Journal of Psychiatry-Revue Canadienne De Psychiatrie

    (1993)
  • O. Bruni et al.

    The role of NREM sleep instability in child cognitive performance

    Sleep

    (2012)
  • K.K. Burhans et al.

    Helplessness in early childhood: the role of contingent worth

    Child Development

    (1995)
  • K.B. Burt et al.

    Competence and psychopathology: cascade effects in the NICHD study of early child care and youth development

    Development and Psychopathology

    (2010)
  • Statistics Canada and Human Resources and Skills Development Canada, 2009. National Longitudinal Survey of Children and...
  • L.G. Chepenik et al.

    The influence of sad mood on cognition

    Emotion

    (2007)
  • D.A. Cole

    Preliminary support for a competency-based model of depression in children

    Journal of Abnormal Psychology

    (1991)
  • I. Colman et al.

    Birth weight, stress, and symptoms of depression in adolescence: evidence of fetal programming in a national Canadian cohort

    Canadian Journal of Psychiatry-Revue Canadienne De Psychiatrie

    (2012)
  • Cotton, C., 2001. Developments in the Low Income Cutoffs. Cotton, C. Ottawa, ON, Statistics...
  • D. Da Fonseca et al.

    When depression mediates the relationship between entity beliefs and performance

    Child Psychiatry and Human Development

    (2012)
  • T.E. Davis et al.

    Intellectual ability and achievement in anxiety-disordered children: a clarification and extension of the literature

    Journal of Psychopathology and Behavioral Assessment

    (2008)
  • J.C. Defries et al.

    Familial resemblance for specific cognitive abilities

    Behavior Genetics

    (1979)
  • Dunn, L., Dunn, L., 2006. Peabody Picture Vocabulary Test....
  • U. Ek et al.

    General versus executive cognitive ability in pupils with ADHD and with milder attention problems

    Neuropsychiatric Disease and Treatment

    (2013)
  • C. Gass et al.

    Test anxiety in relation to measures of cognitive and intellectual functioning

    Archives of Clinical Neuropsychology

    (2011)
  • Cited by (36)

    • The impact of COVID-19 on the psychological distress of youths in Japan: A latent growth curve analysis

      2022, Journal of Affective Disorders
      Citation Excerpt :

      In Model 6, we found that only the GPA in the 3rd year of junior high school was significant in explaining the change; the higher the GPA, the more distress was reduced. Our results suggest that academic achievement has a positive effect on recovery from increased psychological distress (c.f. Weeks et al., 2014). This study used data from longitudinal surveys of youths in Japan that have been administered since 2015.

    • Association between remembering difficulty and anxiety and depression among children in Ghana

      2021, Journal of Affective Disorders Reports
      Citation Excerpt :

      Children who have remembering difficulties are unable to execute these activities and may become subjects of embarrassment, ridicule, and chastisement (Wiguna et al., 2012). Without intervention to improve their memory, these children would begin to develop a lowered sense of self-esteem, self-stigmatization, feeling of worthlessness, and hopelessness (Blanken et al., 2017; Hung et al., 2016; Weeks et al., 2014). This can, therefore, translate into serious mental health challenges such as depression.

    • Cognitive function and neurocognitive deficits in depression

      2021, The Neuroscience of Depression: Genetics, Cell Biology, Neurology, Behavior, and Diet
    • Emotional intelligence and cognitive skills protecting mental health from stress and violence among Ghanaian youth

      2020, Heliyon
      Citation Excerpt :

      Riglin and the group further tested whether effective coping strategies would explain the protective function of good cognitive skills in life stress, but results did not substantiate that assumption. Further, a longitudinal North American research confirmed that stressful life events (family conflicts and maternal depression) did not predict anxiety and depressive symptoms among children with high level of cognitive skills (e.g., verbal and mathematic ability and scholastic aptitude) (Weeks et al., 2014). Reseach among children exposed to military violence show direct associations between high cognitive skills and good mental health.

    View all citing articles on Scopus
    View full text