- Letter to the Editor
- Open Access
Short report: self-reported psychopathic traits in Finnish and Dutch samples of non-referred adolescents: exploration of cultural differences
© Oshukova et al. 2016
- Received: 5 October 2015
- Accepted: 22 December 2015
- Published: 8 February 2016
Culture-related differences in psychopathic traits have been reported for adults, but for adolescents such knowledge is lacking. The aim of this cross-national study was to compare self-reported psychopathic traits between Finnish and Dutch samples of mid-adolescent community youth.
The Youth Psychopathic traits Inventory (YPI) was filled in by 372 Finnish and 474 Dutch 15- to 16-year-old pupils. As gender-specific differences exist in psychopathic traits, we analyzed the data separately for boys and girls.
Dutch boys scored significantly higher than Finnish boys on total and all dimensional scores of the YPI as well as on most sub-dimensional scores. Dutch girls scored significantly higher than Finnish girls on the Affective dimension and on the two corresponding sub-dimensions: remorselessness and callousness. Finnish girls scored significantly higher on grandiosity, which loads to the Interpersonal dimension of the YPI.
Our findings suggest that culture influences the manifestation of psychopathic traits already in adolescence and that this relation is more prominent in boys.
- Cultural differences
- Psychopathic traits
Psychopathy is a constellation of interpersonal (dishonest charm, grandiosity, lying, and manipulative behavior), affective (remorselessness, unemotionality, and callousness), and behavioral (thrill-seeking, impulsivity, and irresponsibility) character traits . Current conceptualizations see psychopathic traits on a dimensional continuum, where psychopathy is a malicious version of the extremes of normal personality traits . Psychopathic traits are relatively stable over time, from childhood through adolescence to adulthood . The gold standard for assessing adolescent psychopathic traits is the Psychopathy Checklist-Youth Version (PCL-YV) , which is an adaptation of the Psychopathy Checklist-Revised , designed for adults. The PCL-YV is, however, a time-consuming method that demands rigorous training and is mainly used in forensic samples. Because of this, various self-assessments have been widely used to measure psychopathic traits. Self-assessments are also cost effective to screen large samples. However, lack of valid cut-off points and valid reference groups limit their use in clinical practice.
In light of current literature, psychopathy is strongly associated with genetic and neurobiological background [6–8], but environmental factors also have an influence on its development . Culture refers to the set of socially constructed and learned norms, values, beliefs, and behaviors shared by a group of individuals. Among adults, a recent community sample study covering 58 nations and more than 33,000 adults found that males and females from Western Europe produced the highest scores on the affective facet of the Self-Report Psychopathy scale, while individuals from Northern Europe tended to exhibit the lowest scores on both the affective and interpersonal facets . With regard to juvenile psychopathy, as far, the main priority in psychopathy research has been to establish the validity of existing conceptualizations of juvenile psychopathy rather than to examine the construct in relation to culture. However, culture can influence juvenile antisocial behavior by operating through larger social systems . Although psychopathy and antisocial behavior are distinct constructs, individuals with elevated psychopathic traits often exhibit disruptive behavior , and the behavioral component of the Psychopathy Checklist-Revised  highly reflects antisocial lifestyle.
The aim of this cross-national study was to compare psychopathic traits between Finnish and Dutch samples of 15- to 16-year-old non-referred youth. As gender-specific differences exist in psychopathic traits , we analyzed the data separately for boys and girls. We hypothesized that, in line with the recent study by Neumann et al.  among adults, Dutch adolescents representing Western Europe, would exhibit higher levels of psychopathy than Finnish adolescents representing Northern Europe.
The Finnish sample
The sample comprised adolescents attending the 9th grade at five Finnish-speaking secondary schools in Kokkola city with approximately 47,000 citizens, on the western coast of Finland. Of the 446 students, 60 (13.4 %) did not participate in the study because of either failing to attend school on the study day or refusing to participate. Of the remaining 386 students, five did not complete the self-assessment and six did not answer the questions on general background variables, and thus, were excluded. From the 375 adolescents, those who were aged 15–16 years at the time of the assessment were selected. Thus, the final sample comprised 372 adolescents, 174 boys (46.8 %) and 198 girls (53.2 %), with a mean age of 15.1 years (SD = 0.27). For details, see .
The Dutch sample
The original sample comprised 776 adolescents in the upper grades of two secondary schools in two rural areas of the Netherlands. However, 36 adolescents (4.6 %) did not complete the questionnaire. From 740 pupils, those of foreign origin (e.g., Somalian, Turkish, Netherlands-Antillean) (n = 74, 10.0 %) as well as those younger than 15 years or older than 16 years (n = 238, 32.2 %) were removed from the sample. Thus, the final sample included 474 adolescents, 221 boys (46.6 %) and 253 girls (53.4 %), with a mean age of 15.4 years (SD = 0.49). For details, see .
The adolescents filled in the self-assessment during their school lessons. Prior to completing the assessments, they received both oral and written information about the study. In Finland, return of the completed questionnaires by the participants was taken as confirmation of their consent. Privacy was ensured by having no identifying factors in the questionnaires, only age and gender were collected as background variables. In the Netherlands, written informed consent was obtained from all participants. In both countries, a letter was sent to the guardians of the students to inform them about the study. The study was approved by the local ethics boards and the administration of the schools.
The Youth Psychopathic traits Inventory (YPI)
The Youth Psychopathic traits Inventory (YPI) by Andershed et al.  was used to measure psychopathic traits. It assesses each psychopathic trait with several items, which are composed to tap psychopathic traits indirectly, framing the psychopathic features as abilities rather than deficits (e.g. “I usually feel calm when other people are scared” instead of “My emotions are shallow”). It consists altogether 50 statements scored on a 4-point Likert scale with response options ranging from “Does not apply at all = 1” to “Applies very well = 4”; thus, the total score of the scale can range from 50 to 200, with a higher score representing a higher level of the trait. The YPI has three dimensions and 10 sub-dimensions. The Interpersonal (Grandiose-manipulative) dimension contains sub-dimensions termed Dishonest charm, Grandiosity, Lying, and Manipulation, the Affective (Callous-unemotional) dimension contains Remorselessness, Unemotionality, and Callousness, and the Behavioral (Impulsive-irresponsible) dimension contains Thrill-seeking, Impulsiveness, and Irresponsibility. The original YPI showed internal consistencies ranging from marginal (Callousness: Cronbach’s alpha = 0.66; Unemotionality: 0.67) to acceptable and good (0.71–0.82) . Later, and with various language versions, the YPI has shown moderate to good psychometric properties both in general [13, 14, 16, 17] and in forensic samples [18, 19]. In this study, we used the authorized Finnish  and Dutch  versions of the YPI. Both researcher groups used the English version of the YPI as a basis and performed the translation according to the recommendations of the developers (http://www.oru.se/jps/downloadYPI/) including an iterative process of translation and independent back translation, followed by a discussion to resolve minor differences.
In order to evaluate the internal consistency of the YPI, we calculated Cronbach’s alphas for the total, dimensional and sub-dimensional scores in both samples. In line with previous research, reliability coefficients of <0.60 were interpreted as insufficient, 0.60–0.69 as marginal, 0.70–0.79 as acceptable, 0.80–0.89 as good, and ≥0.90 as excellent .
The Mann–Whitney U test was used to compare the YPI scores because the data was skewed. Both average and median continuous scores are reported in line with previous research [13–15, 21]. We used Cohen’s d to estimate the effect sizes of the differences, interpreting an effect size of 0.2–0.5 as small, 0.5–0.8 as medium, and >0.8 as large .
All statistical analyses were performed with IBM SPSS Statistics version 22.
Internal consistencies (Cronbach’s alphas, α), descriptives, and group differences for the sub-dimensional, dimensional and the total scores of the Youth Psychopathic traits Inventory (YPI) in 15- to 16-year-old Finnish and Dutch boys and girls
Descriptives and group differences
Finnish boys (n = 174)
Dutch boys (n = 221)
Finnish girls (n = 198)
Dutch girls (n = 253)
Most previous studies on the association of ethnicity and culture with adolescent psychopathic traits have focused on differences across race [22, 23] or between Europeans and ethnic minorities, mostly among offender samples [24, 25]. There has been some evidence that African-American youth tend to score higher on psychopathic traits than European-American youth , and that psychopathic traits influence criminal behavior in different ways across race . On the other hand, neither Pechorro et al.  nor Veen et al.  found differences in manifestations of psychopathic traits between ethnic groups. To our knowledge, this study is the first to compare community youth of two European countries on level of psychopathic traits.
Dutch boys exhibited significantly higher psychopathic traits than their Finnish peers. With regard to dimensions, they also showed higher levels of affective and interpersonal traits of the psychopathy construct. Dutch girls, on the other hand, scored significantly higher than Finnish girls only on the Affective dimension. This finding is interesting, since, according to many researchers, it is interpersonal and affective features that comprise the “core” of the psychopathic character, and the behavioral component could only be seen as a consequence of the syndrome . Our findings definitely concur with those from a recent world-wide community research by Neumann et al.  among adults , and suggest, as we hypothesized, that culture- related differences in psychopathic traits can be detected already in adolescents.
Dutch boys also scored significantly higher than Finnish boys on the behavioral component of psychopathic traits, reflecting impulsive and irresponsible lifestyle, while among girls this difference was not observed. Interestingly, Pickett et al.  explored self-reported physical fighting among school boys and girls in 35 different countries. Involvement of boys in physical fighting during the previous year was lowest in Finland (36.7 %), while the Netherlands ranked 9th (50.5 %). However, Dutch girls also reported being involved in fighting more often than their Finnish peers (22.1 vs. 13.3 %), which is not in line with our results.
An obvious strength of this study was that we were able to collect two samples of mid-adolescent community youth evaluated with an instrument (YPI) widely used in psychopathy research with adolescent populations. However, the samples were not collected simultaneously, but as two individual study projects: the Dutch-sample was collected in 2005 and the Finnish one in 2014. Since the Finns, contrary to the Dutch, are an ethnically extremely homogeneous population, we excluded adolescents of foreign origin. Although the YPI has often been used in community youth, concern has risen on its ability to measure the affective component of the psychopathy construct . In line with many previous community studies [15–17], we found especially low internal consistency coefficients for the Unemotionality and Callousness sub-scales. It has been proposed that these sub-scales contain too few items to permit adequate scale reliabilities and that the YPI should be revised in the future . So, weak scale reliabilities of some sub-scales observed in our study rather reflect the known weakness of the questionnaire than indicate that the translated versions might not be culture-adequate. Also, the effect sizes were small pointing to a sufficient content validity of the translated YPI versions and, to some extent, a true culture-effect.
Our cross-national study suggests culture-related differences in juvenile psychopathic traits. This preliminary research should obviously be replicated with other cross-national samples; if significant differences emerge, the YPI as well as other self-report questionnaires for psychopathic traits might need nation-specific reference values. At present, some caution is needed in generalizing the national research findings.
SO organized and analyzed the data and served as the first author. JM and RM participated in performing the statistical analyses. RK-H, SH, CR, GJ, MM, MK and NL participated in the writing process. All authors read and approved the final manuscript.
We would like to acknowledge the authorities of Helsinki University Hospital, Department of Psychiatry and Kellokoski Hospital.
The authors declare that they have no competing interests.
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- Hare RD. Psychopathy, affect, and behavior. In: Cooke DJ, Forth AE, Hare RD, editors. Psychopathy: theory, research, and implications for society. Dordrecht: Kluwer; 1998. p. 105–38.View ArticleGoogle Scholar
- Benning SD, Patrick CJ, Blonigen DM, Hicks BM, Iacono WG. Estimating facets of psychopathy from normal personality traits: a step toward community epidemiological investigations. Assessment. 2005;12:3–18.PubMedPubMed CentralView ArticleGoogle Scholar
- Frick PJ, Ray JV, Thornton LC, Kahn RE. Can callous-unemotional traits enhance the understanding, diagnosis, and the treatment of serious conduct problems in children and adolescents? A comprehensive review. Psychol Bull. 2014;40:1–57.View ArticleGoogle Scholar
- Forth AE, Kosson DS, Hare RD. The Hare PCL: YV. Toronto: Multi-Health Systems; 2003.Google Scholar
- Hare RD. The Hare Psychopathy Checklist-Revised. Toronto: Multi-Health Systems; 1991.Google Scholar
- Anderson NE, Kiehl KA. Psychopathy: developmental perspectives and their implications for treatment. Restor Neurol Neurosci. 2014;32:103–17.PubMedPubMed CentralGoogle Scholar
- Tuvblad C, Bezdjian S, Raine A, Baker LA. The heritability of psychopathic personality in 14- to 15-year-old twins: a multirater, multimeasure approach. Psychol Assess. 2014;26:704–16.PubMedPubMed CentralView ArticleGoogle Scholar
- Viding E, McCrory EJ. Genetic and neurocognitive contributions to the development of psychopathy. Dev Psychopathol. 2012;24:969–83.PubMedView ArticleGoogle Scholar
- Daversa MT. Early environmental predictors of the affective and interpersonal constructs of psychopathy. Int J Offender Ther Comp Criminol. 2010;54:6–21.PubMedView ArticleGoogle Scholar
- Neumann CS, Schmitt DS, Carter R, Embley I, Hare RD. Psychopathic traits in females and males across the globe. Behav Sci Law. 2012;30:557–74.PubMedView ArticleGoogle Scholar
- Verona E, Sadeh N, Javdani S. The influence of gender and culture on child and adolescent psychopathy. In: Salekin R, Lynam D, editors. Handbook of child and adolescent psychopathy. New York: The Guilford Press; 2010. p. 317–42.Google Scholar
- Patrick CJ. Conceptualizing the psychopathic personality: disinhibited, bold,… Or just plain mean? In: Salekin R, Lynam D, editors. Handbook of child and adolescent psychopathy. New York: The Guilford Press; 2010.Google Scholar
- Oshukova S, Kaltiala-Heino R, Miettunen J, Marttila R, Tani P, Aronen ET, Marttunen M, Kaivosoja M, Lindberg N. Self-reported psychopathic traits among non-referred Finnish adolescents: psychometric properties of the Youth Psychopathic traits Inventory and the Antisocial Process Screening Device. Child Adolesc Psychiatry Ment Health. 2015;9:15.PubMedPubMed CentralView ArticleGoogle Scholar
- Hillege S, Das J, de Ruiter C. The Youth Psychopathic traits Inventory: psychometric properties and its relation to substance use and interpersonal style in a Dutch sample of non-referred adolescents. J Adolesc. 2010;33:83–91.PubMedView ArticleGoogle Scholar
- Andershed H, Kerr M, Stattin H, Levander S. Psychopathic traits in non- referred youths: initial test of a new assessment tool. In: Blaauw E, Sheridan L, editors. Psychopaths: current international perspectives. Den Haag: Elsevier; 2002. p. 131–58.Google Scholar
- Declercq F, Markey S, Vandist K, Verhaeghe P. The Youth Psychopathic Traits Inventory: factor structure and antisocial behaviour in non-referred 12- to 17-year-olds. J Forens Psychiatry Psychol. 2009;20:577–94.View ArticleGoogle Scholar
- Larsson H, Andershed H, Lichtenstein P. A genetic factor explains most of the variation in the psychopathic personality. J Abnorm Psychol. 2006;115:221–30.PubMedView ArticleGoogle Scholar
- Poythress NG, Dembo R, Wareham J, Greenbaum PE. Construct validity of the Youth Psychopathic traits Inventory (YPI) and the Antisocial Process Screening Device (APSD) with justice involved adolescents. Crim Justice Behav. 2006;33:26–55.View ArticleGoogle Scholar
- Dolan MC, Rennie CE. The relationship between psychopathic traits measured by the Youth psychopathic trait Inventory and psychopathology in a UK sample of conduct disordered boys. J Adolesc. 2007;30:601–11.PubMedView ArticleGoogle Scholar
- Cohen J. A power primer. Psychol Bull. 1992;112:155–9.PubMedView ArticleGoogle Scholar
- Andershed H, Hodgins S, Tengström A. Convergent validity of the Youth psychopathic traits Inventory (YPI): association with the Psychopathy Checklist: Youth Version (PCL-YV). Assessment. 2007;14:144–54.PubMedView ArticleGoogle Scholar
- McCoy WK, Edens JF. Do black and white youths differ in levels of psychopathic traits? A meta-analysis of the psychopathy checklist measures. J Consult Clin Psychol. 2006;74:386–92.PubMedView ArticleGoogle Scholar
- Thornton LC, Frick PJ, Shulman EP, Ray JV, Steinberg L, Cauffman E. Callous-unemotional traits and adolescents’ role in group crime. Law Hum Behav. 2015;39:368–77.PubMedView ArticleGoogle Scholar
- Pechorro P, Maroco J, Poiares C, Vieira RX. Validation of the Portuguese version of the antisocial process screening device-self-report with a focus on delinquent behavior and behavior problems. Int J Offender Ther Comp Criminol. 2013;57:112–26.PubMedView ArticleGoogle Scholar
- Veen VC, Stevens GW, Andershed H, Raaijmakers QA, Doreleijers TA, Vollebergh WA. Cross-ethnic generalizability of the three-factor model of psychopathy: the Youth Psychopathic Traits Inventory in an incarcerated sample of native Dutch and Moroccan immigrant boys. Int J Law Psychiatry. 2011;34:127–30.PubMedView ArticleGoogle Scholar
- Cooke DJ, Michie C, Hart SD, Clark DA. Reconstructing psychopathy: clarifying the significance of antisocial and socially deviant behavior in the diagnosis of psychopathic personality disorder. J Pers Disord. 2004;18:337–57.PubMedView ArticleGoogle Scholar
- Pickett W, Craig W, Harel Y, Cunningham J, Simpson K, Molcho M, Mazur J, Dostaler S, Overpeck MD, Currie CE. HBSC Violence and Injuries Writing Group. Cross-national study of fighting and weapon carrying as determinants of adolescent injury. Pediatrics. 2005;116:e855–63.PubMedView ArticleGoogle Scholar