Cited by 207Child and Adolescent Psychosocial and Emotional DevelopmentCrime Patterns and InterventionsPsychopathy, Forensic Psychiatry, Sexual Offending

Heritability for adolescent antisocial behavior differs with socioeconomic status: gene–environment interaction

Open access
Tuvblad, Catherine, Grann, Martin, Lichtenstein, Paul·2006·Journal of Child Psychology and Psychiatry

Abstract

Genetic influences on antisocial behavior were more important in adolescents in socioeconomically more advantaged environments, whereas shared environment was higher in socioeconomically less advantaged environments.

Integrity signals

Registry

Crossref · 10.1111/j.1469-7610.2005.01552.x

Cites

35 of 35 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 22 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    Models testing for qualitative sex differences (different genes or shared environments in boys versus girls) did not fit better than the model allowing different parameter estimates.

    “We also fitted two additional models to test for qualitative differences, i.e., different genes and shared environments in boys compared to girls (Models III and IV); none of these models fitted the observed data any better than Model II.”
    Quote in the paperNot a substantial claim
  • Findingown data

    For girls, dropping the genetic interaction effect for ethnic diversity significantly worsened model fit (p=.02).

    “For girls, dropping the genetic interaction effect (ba) for ethnic diversity resulted in a significant deterioration in the fit of the model (p ¼ .02),compared with the full model.”
    Quote in the paperNot a substantial claim
  • Findingown data

    In socioeconomically more advantaged environments, the influence of the shared environment on antisocial behavior is lower than in less advantaged environments.

    “When using the continuous measures of socioeconomic status, our results indicated that in socioeconomically more advantaged environments, the influence of genetic effects on antisocial behavior was higher and the shared environment was lower.”
    • Also stated in: § Shared environment · plain
      “Shared environmental influences were lower in better-off families and higher in less advantaged families.”
    Quote in the paperSubstantial claim
  • Findingown data

    For girls, there were no significant interaction effects for occupational status.

    “no significant interaction effects for occupational status.”
    Quote in the paperNot a substantial claim
  • Findingown data

    Phenotypic correlations between antisocial behavior and socioeconomic moderator variables were modest.

    “The phenotypic correlations between antisocial behavior and the moderator variables were, as expected, modest: Family socioeconomic status: (occupational status: ).06, p £ .001;educational level: ).05, p £ .001);Neighborhood socioeconomic conditions: (ethnic diversity: .11,p £ .001;basic educational level: ).07, p £ .001;unemployment level ).03, ns; buying power: .02,ns; crime-rate: .07,p £ .001).”
    Quote in the paperNot a substantial claim
  • May combine two claims. 24
  • Classified as probably not a substantial claim. 18
  • May combine two claims.

    Findingown data

    For boys, dropping the shared and non-shared environmental interaction effects for occupational status also significantly worsened model fit (p=.05 and p≤.00, respectively).

    “There was also a decrease in the fit of the model when we dropped the shared (bc) and the nonshared environmental interaction effects (be), (p ¼ .05)and (p £ .00),respectively.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For boys, dropping the genetic interaction effect for occupational status significantly worsened model fit (p=.05), indicating that boys' sensitivity to display antisocial behavior differs as a function of the environment.

    “For boys, when dropping the genetic interaction effect (ba) for occupational status, there was a significantly worse fit of the model (p ¼ .05)compared to the full model, indicating that adolescent boys' sensitivity to display antisocial behavior differ as a function of the environment.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For boys, heritability was higher in the more advantaged neighborhood group (A=37%) than in the less advantaged group (A=1%), while shared environment was higher in the less advantaged group (C=69%) than in the more advantaged group (C=13%).

    “Consistent with the analyses where socioeconomic status measures were used continuously, heritability was higher in the more advantaged neighborhood group (A ¼ 37%) compared to the less advantaged neighborhood group (A ¼ 1%).Conversely, the shared environment was higher in the less advantaged neighborhood group (C ¼ 69%) compared to the more advantaged neighborhood group (C ¼ 13%).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For boys, a similar pattern to girls emerged for neighborhood ethnic diversity, with a p-value of .08 for the shared environmental interaction.

    “We also plotted neighborhood ethnic diversity for boys, as the p-value for the shared environmental interaction (bc) was .08,and a similar pattern emerged for boys as for girls (Diagram 1c).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    For girls, the influence of genetic effects on antisocial behavior was higher in low crime areas and shared environmental effects lower, compared to high crime areas.

    “The influence of genetic effects on antisocial behavior was higher in low crime areas, while the shared environmental factor was lower, compared to high crime areas (Diagram 1d).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For boys, there were no significant interaction effects for ethnic diversity or basic educational level.

    “For boys, there were no significant interaction effects for ethnic diversity or basic educational level.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    For girls, genetic effects were higher in more advantaged neighborhoods (A=69%) than less advantaged neighborhoods (A=61%), and shared environment was higher in less advantaged neighborhoods (C=16%) than more advantaged neighborhoods (C=6%), but these estimates could be constrained equal across groups (p=.88).

    “For girls, genetic effects were also higher in more advantaged neighborhoods (A ¼ 69%) compared to less advantaged neighborhoods (A ¼ 61%), and the shared environment was higher in less advantaged neighborhoods (C ¼ 16%) compared to more advantaged neighborhoods (C ¼ 6%), but the estimates could be constrained across the two neighborhood groups (Dv 2 ¼ .68;Ddf ¼ 3; p ¼ .88).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Mean antisocial behavior scores were consistently higher in boys than in girls.

    “Mean values were consistently higher in boys compared to girls; (t 2102 ¼ 5.87, p £ .001).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    For girls, the influence of genetic effects on antisocial behavior was higher and shared environmental effects lower in areas with low levels of ethnic diversity compared to areas with high levels of ethnic diversity.

    “Plotting the variance component as a function of the moderator variable neighborhood ethnic diversity for girls indicated that the influence of genetic effects on antisocial behavior was higher and the influence of shared environmental effects was lower in areas with low levels of ethnic diversity as compared to areas with high levels of ethnic diversity (Diagram 1b).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For boys, shared environment (C=52%) was more important than genetic effects, whereas for girls genetic factors (A=59%) were more important than shared environmental effects.

    “As can be seen, there were gender differences; for boys, shared environment (C ¼ 52%) was more important than genetic effects, whereas for girls genetic factors were more important (A ¼ 59%) than shared environmental effects.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Intraclass correlations for antisocial behavior were significant and DZ correlations were greater than half the MZ correlations, indicating genetic and shared environmental influences.

    “The intraclass correlations on antisocial behavior were all significant (p £ .001):MZ/ DZ male: .60/.51; MZ/DZ female: .73/.49; and opposite-sex twins: .27.The DZ correlations were greater than half the MZ correlations, indicating the presence of genetic and shared environmental influences on antisocial behavior.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The influence of genetic effects on antisocial behavior was higher in families with high occupational status, while shared environmental effects were lower; in families with low occupational status, genetic effects were lower and shared environmental effects higher.

    “Diagram 1a illustrates that the influence of genetic effects on antisocial behavior was higher in families with high occupational status, while the shared environmental effects were lower.”
    • Also stated in: § Test for interaction · plain
      “genetic effects were lower and the shared environmental effects were higher.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For boys, shared environmental influences on antisocial behavior were lower in better-off families and higher in less advantaged families.

    “Shared environmental influences were lower in better-off families and higher in less advantaged families.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The same pattern of shared environmental interactions was found for ethnic diversity for girls, ethnic diversity for boys, and crime-rate for girls.

    “The same pattern was found for ethnic diversity for girls, ethnic diversity for boys and for crime-rate for girls (i.e., neighborhood socioeconomic conditions).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Significant interaction effects were found between the non-shared environment and family occupational status on antisocial behavior for boys, neighborhood rate of crime for boys, and neighborhood ethnic diversity for girls.

    “We found significant interaction effects between the non-shared environment and family occupational status on antisocial behavior for boys, neighborhood rate of crime for boys and neighborhood ethnic diversity for girls.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation

    Mean values for antisocial behavior were consistently higher in boys compared to girls.

    “Similar to other studies, mean values for antisocial behavior were found to be consistently higher in boys compared to girls (Rutter, Caspi, & Moffitt, 2003).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Rutter, Caspi, & Moffitt, 2003 source
  • May combine two claims.

    Interpretationown data

    The best-fitting model indicated that the same genes and environments are important for boys and girls, but their relative importance differs.

    “Thus, the best-fitting model for antisocial behavior indicated that the same genes and environments are important for boys and girls, but the relative importance of the genetic and environmental influences are different.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    A functional polymorphism in the MAOA gene moderates the effects of a risk environment on the development of antisocial behavior.

    “A functional polymorphism in the monoamine oxidase A (MAOA) gene has been found to moderate the effects of a risk environment on the development of antisocial behavior (Caspi et al., 2002;Foley et al., 2004).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Caspi et al., 2002 source
    • cites Foley et al., 2004 source
  • May combine two claims.

    Premisecitation

    Family socioeconomic status and neighborhood socioeconomic conditions are established risk factors for antisocial behavior, but they explain only a fraction of the variance.

    “There are several risk factors for the development of antisocial behavior and even though both family socioeconomic status and neighborhood socioeconomic conditions are established risk factors (Leventhal & Brooks-Gunn, 2000;Rutter, Giller, & Hagell, 1998), they only explain a fraction of the variance.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Leventhal & Brooks-Gunn, 2000 source
    • cites Rutter, Giller, & Hagell, 1998 source
  • May combine two claims.

    Study design and conductcitation

    The antisocial behavior questionnaire items have high validity (97.5% not confused by questions) and reliability (90% test-retest).

    “The items have been shown to have high validity (e.g., not being confused by the questions: 97.5%) and reliability (e.g., test-retest: 90%) (Junger-Tas et al., 1994).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Junger-Tas et al., 1994
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A twin study found that children with high genetic vulnerability for behavior problems were less sensitive to the effects of being small for gestational age.

    “A study by Wichers et al. (2002) using this approach found that children with high genetic vulnerability for behavior problems were less sensitive to the effects of being small for gestational age.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Wichers et al., 2002 source
  • May combine two claims.

    Interpretationown data

    Genetic influences on antisocial behavior were more important in adolescents in socioeconomically more advantaged environments, whereas the shared environment was higher in adolescents in socioeconomically less advantaged environments.

    “Genetic influences on antisocial behavior were more important in adolescents in socioeconomically more advantaged environments, whereas the shared environment was higher in adolescents in socioeconomically less advantaged environments.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    The wave 3 self-report questionnaire had an 82% response rate and the wave 3 parent-report questionnaire had a 74% response rate.

    “This study used data from the wave 3 self-report questionnaire, to which 2,368 (82%) of the adolescents responded, and from the wave 3 parent-report questionnaire, to which 1,067 (74%) of the parents responded.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The association between family socioeconomic status and antisocial behavior is relatively weak.

    “Several studies have demonstrated that the association between family socioeconomic status and antisocial behavior is relatively weak (Hawkins et al., 1998).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hawkins et al., 1998

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Study design and conductown data

    Participants and non-participants did not differ significantly in neighborhood unemployment level, basic educational level, buying power, or crime-rate.

    “No significant differences were found for unemployment level (t 2925 ¼ )1.13, p ¼.26), basic educational level (t 2925 ¼ )1.65, p ¼ .10),buying power (t 2925 ¼ )1.27, p ¼ .21)or neighborhood crime-rate (t 2937 ¼ .97,p ¼ .33).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Neighborhood socioeconomic conditions and antisocial behavior are significantly but weakly correlated.

    “These studies provide evidence that neighborhood socioeconomic conditions and antisocial behavior is significantly, but weakly, correlated (Elliott et al., 1996;Lynam, Caspi, Moffitt, Wikstro ¨m, & Loeber, 2000).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Elliott et al., 1996 source
    • cites Lynam, Caspi, Moffitt, Wikstro ¨m, & Loeber, 2000 source
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Zygosity for same-sex twins was determined using discriminant analysis of DNA-validated questionnaire items concerning physical similarity and confusion.

    “Zygosity for same-sex twins was determined using discriminant analysis of DNA-validated questionnaire items concerning the twins' physical similarity and the frequency with which people confuse them.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Miles and Carey (1997) reported that the magnitude of genetic influences on aggression was higher for males than for females.

    “whereas Miles and Carey (1997) reported in their meta-analysis that the magnitude of genetic influences on aggression was higher for males than for females.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Miles and Carey (1997)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The use of self-reports of delinquency may introduce biases such as poor memory, exaggeration and concealment.

    “Although self-report of delinquency includes instances that are not captured by official records, there could be biases, such as poor memory, exaggeration and concealment.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Collective efficacy affects the levels of violent street crime.

    “Sampson et al. (1997) have demonstrated that collective efficacy affects the levels of violent street crime.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Sampson et al. (1997) source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The polygenic multiple threshold model suggests that the less affected sex (females) may need a greater liability to express antisocial behavior, and relatives of an affected female are at greater risk of developing antisocial behavior than relatives of an affected male.

    “The model suggests that the less affected sex, i.e., females, may need a greater liability to express antisocial behavior, and so relatives of an affected female are at greater risk of developing antisocial behavior than relatives of an affected male.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Rhee & Waldman, 2002 source
  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing).

    Premisecitation

    Individuals at genetic risk show the greatest vulnerability to environmental adversities.

    “These studies have demonstrated that it is those individuals who are at genetic risk who show the greatest vulnerability to environmental adversities.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Both family socioeconomic status and neighborhood socioeconomic conditions moderate the influence of genetic and environmental effects on antisocial behavior.

    “Our findings suggest that an explanation for this could be that both family socioeconomic status and neighborhood socioeconomic conditions are important, but that they moderate the influence of genetic and environmental effects on antisocial behavior.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    There are inconsistencies in the literature regarding sex differences in heritability of antisocial behavior.

    “There are inconsistencies in the literature regarding sex differences in heritability of antisocial behavior.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    The focus of previous studies and ours differs: previous studies evaluate mean differences while ours, based on a twin design, focuses on population variance.

    “This might seem like a contradiction, but it should be noted that the focus of the previous studies and ours differs: the former evaluate mean differences while ours, based on a twin design, focuses on population variance.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Interaction effects are generally quite small and hence difficult to identify.

    “Furthermore, interaction effects are generally quite small and hence difficult to identify (Rowe, 2003), suggesting that a larger sample might be required.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Rowe, 2003 source
  • May combine two claims.

    Interpretationreasoning

    The competence of the family to provide sufficient parenting is probably of more importance in lower socioeconomic areas, whereas in higher socioeconomic areas other structural factors, for example neighbors and strong school attachment, might compensate for poor parenting.

    “As such, the competence of the family to provide sufficient parenting is probably of more importance, whereas in higher socioeconomic areas other structural factors, for example neighbors and strong school attachment, might compensate for poor parenting.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Using cross-sectional data makes it difficult to distinguish between normative or adolescent-limited antisocial behavior and more serious, persistent antisocial behavior.

    “Using cross-sectional data makes it difficult to distinguish between normative or adolescent-limited antisocial behavior and more serious, persistent antisocial behavior.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Rhee and Waldman (2002) concluded that the magnitude of genetic and environmental influences on antisocial behavior is equal for both sexes.

    “Rhee and Waldman (2002) concluded in their meta-analysis that the magnitude of genetic and environmental influences on antisocial behavior is equal for both sexes”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Rhee and Waldman (2002) source
39 of 39

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Socioeconomic status has been found to moderate the relative influence of genetic factors on antisocial and aggressive behavior.

    “SES has also been found to moderate the relative influence of genetic factors on antisocial and aggressive behavior.”

    From Human Aggression Across the Lifespan (2011) · cites this paper as Tuvblad et al., 2006

  • In a sample of Swedish 16-17-year-old twins, heritability for antisocial and aggressive behavior was higher in more affluent neighborhoods (boys 37%; girls 69%) than in less advantaged neighborhoods (boys 1%; girls 61%), while shared environment was higher in less advantaged neighborhoods (boys 69%; girls 16%) than in better-off neighborhoods (boys 13%; girls 6%).

    “In a sample of Swedish 16–17-year-old twins, heritability for antisocial and aggressive behavior was higher in the more affluent neighborhoods (boys, 37%; girls, 69%) compared to the less advantaged neighborhoods (boys, 1%, girls, 61%). Conversely, the shared environment was higher in the less advantaged neighborhoods (boys, 69%; girls, 16%) compared to better-off neighborhoods (boys, 13%; girls,”

    From Human Aggression Across the Lifespan (2011) · cites this paper as Tuvblad et al., 2006

  • Twin studies have found no evidence of significant sex differences in the genetic and environmental etiology of psychopathology and normal personality, with the exception of antisocial behavior.

    “Thus far, twin studies have found no evidence of significant sex differences in the genetic and environmental etiology of psychopathology and normal personality (Jang, 2005; Bouchard & Loehlin, 2001) with the exception of antisocial behavior (Tuvblad, 2006; Heiman, et al., 2004; Moffitt, Caspi, Rutter & Silva, 2001).”

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Conflicting sex-difference model comparison statistics

    Major

    The prose reports a chi-square difference of 29.52 for Model II versus Model I, while Table 1 gives 61.51 with the same three degrees of freedom. Both support the stated significance, but the reported statistics disagree.

1 of 1

Cites

Flagged first, then by citations

Research works printed but not linked: 3

  1. Neale M.C., 1997, Mx: Statistical modeling
  2. Ring J., 1999, Hem och skola, kamrater och brott [Home and school, peers and delinquency]
  3. Statistics Sweden, 1995, Reports on statistical co‐ordination 1982, Swedish socio‐economic classification

Cited by

Sorted by citations

Authors
Tuvblad, C., Grann, M., & Lichtenstein, P.
Affiliations
Karolinska Institutet (SE)
Corresponding author
Tuvblad, Catherine
Venue
Journal of Child Psychology and Psychiatry
Publisher
Wiley
Published
2005-09-28
Volume
47
Issue
7
Pages
734-743
ISSN
  • 0021-9630 (ISSN-L)
  • 1469-7610
OpenAlex
W2138307882
Cited by
207
References
29
Citations by year
2026: 4 · 2025: 3 · 2024: 4 · 2023: 6 · 2022: 9 · 2021: 9 · 2020: 9 · 2019: 6 · 2018: 10 · 2017: 17 · 2016: 10 · 2015: 14 · 2014: 16 · 2013: 14 · 2012: 15
FWCI
5.78
Type
journal article
Language
en
Open access
Locations
  • Journal of Child Psychology and Psychiatry (publishedVersion)
  • PubMed (publishedVersion)
Funders
  • Forskningsrådet för Arbetsliv och Socialvetenskap (2001-2368)
  • Vetenskapsrådet (2001-4231)
  • Stockholms Universitet
Topics
  • Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
  • Social Sciences › Sociology and Political Science › Crime Patterns and Interventions
  • Social Sciences › Psychology › Clinical Psychology › Psychopathy, Forensic Psychiatry, Sexual Offending
Keywords
antisocial behavior, adolescents, heritability, gene-environment interaction, socioeconomic status, shared environment, genetic factors, neighborhood socioeconomic status, sex differences, prevention policy
MeSH terms
Adolescent, Antisocial Personality Disorder, Educational Status, Female, Humans, Male, Parents, Social Environment, Socioeconomic Factors, Twins

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