Research reportChildhood cognitive ability and its relationship with anxiety and depression in adolescence
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
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