Abstract
The present study examined the factor structure of the Personality Assessment Inventory Antisocial Features scale (PAI-ANT) in a non-forensic sample of 1257 undergraduate students. One to four-factor models were tested using exploratory factor analysis (EFA), with a four-factor solution exhibiting the best fitting model (Bentler 1995). Next examined was the convergent and discriminant validity of the PAI-ANT. Results indicated that the PAI-ANT four-factor model was significantly related to measures of general personality, pride, impulsivity, and attachment. Comparisons between the original three-factor model (as proposed by Morey 2007) and our derived four-factor model showed that both models generally had the expected pattern of relations for their respective factors although mixed findings were found for the sensation seeking and risk-taking scales. Findings for these scales indicated that individuals could crave excitement and also have some positive characteristics. The current findings suggest that the four-factor model of the PAI is the best way to interpret the PAI psychopathy scale, but that some caution is needed in interpreting the sensation seeking and risk-taking scales.
Similar content being viewed by others
Notes
It should be noted that although the PAI psychopathy model was contemporary in some ways, some also view the factors to not fit well with the Hare (2003) model. Nonetheless, some viewed as an improvement from other multiscale measures that were less centered on personality traits and potentially more focused on antisocial behavior and family problems.
References
Bagozzi, R. P., & Yi, Y. (1991). Multitrait-multimethod matrices in consumer research. Journal of Consumer Research, 17, 426–439.
Bar-On, R. (1997). The Emotional Quotient Inventory (EQ-i). Toronto, Canada: Multi-Health Systems, Inc..
Benning, S. D., Patrick, C. J., Salekin, R. T., & Leistico, A. R. (2005). Convergent and discriminant validity of psychopathy factors assessed via self-report: A comparison of three instruments. Assessment, 12, 270–289.
Bentler, P. M. (1995). EQS structural equations program manual. CA: Multivariate Software.
Boccaccini, M. T., Murrie, D. C., Hawes, S. W., Simpler, A., & Johnson, J. (2010). Predicting recidivism with the Personality Assessment Inventory in a sample of sex offenders screened for civil commitment as sexually violent predators. Psychological Assessment, 22, 142–148.
Bowlby, J. (1982). Attachment and loss: Retrospect and prospect. American Journal of Orthopsychiatry, 52, 664–678.
Buffington-Vollum, J., Edens, J. F., Johnson, D. W., & Johnson, J. K. (2002). Psychopathy as a predictor of institutional misbehavior among sex offenders: A prospective replication. Criminal Justice and Behavior, 29, 497–511.
Byrne, B. M., & Goffin, R. D. (1993). Modeling MTMM data from additive and multiplicative covariance structures: An audit of construct validity concordance. Multivariate Behavioral Research, 28, 67–96.
Caperton, J. D., Edens, J. F., & Johnson, J. K. (2004). Predicting sex offender institutional adjustment and treatment compliance using the Personality Assessment Inventory. Psychological Assessment, 16, 187–191.
Carver, C. S. (1997). Adult attachment and personality: Converging evidence and a new measure. Personality and Social Psychology Bulletin, 23, 865–883.
Cleckley, H. (1941/1955/1964/1976). The mask of sanity. (1st, 3rd, 5th ed.). St. Louis, MO: Mosby.
Costello, A. B., & Osborne, J. W. (2005). Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis. Practical Assessment, Research & Evaluation, 10(7), 1–9.
DeLisi, M. (2016). Psychopathy as unified theory of crime. New York, NY: Palgrave Macmillan.
Douglas, K. S., Guy, L. S., Edens, J. F., Boer, D. P., & Hamilton, J. (2007). The Personality Assessment Inventory as a proxy for the Psychopathy Checklist-Revised: Testing the incremental validity and cross-sample robustness of the Antisocial Features scale. Assessment, 14, 255–270.
Douglas, K. S., Lilienfeld, S. O., Skeem, J. L., Poythress, N. G., Edens, J. F., & Patrick, C. J. (2008). Relation of antisocial and psychopathic traits to suicide-related behavior among offenders. Law and Human Behavior, 32, 511–525.
Edens, J. F., Hart, S. D., Johnson, D. W., Johnson, J. K., & Olver, M. E. (2000). Use of the Personality Assessment Inventory to assess psychopathy in offender populations. Psychological Assessment, 12, 132–139.
Frodi, A., Dernevik, M., Sepa, A., Philipson, J., & Bragesjö, M. (2001). Current attachment representations of incarcerated offenders varying in degree of psychopathy. Attachment & Human Development, 3, 269–283.
Gardner, B. O., Boccaccini, M. T., & Bitting, B. S. (2015). Personality Assessment Inventory scores as predictors of misconduct, recidivism, and violence: A meta-analytic review. Psychological Assessment, 27, 534–544.
Garofalo, C., Neumann, C. S., Zeigler-Hill, V., & Meloy, J. R. (2019). Spiteful and contemptuous: A new look at the emotional experiences related to psychopathy. Personality Disorders: Theory, Research, and Treatment, 10(2), 173–184.
Glass, S. J., & Newman, J. P. (2006). Recognition of facial affect in psychopathic offenders. Journal Of Abnormal Psychology, 115(4), 815–820.
Hare, R. D. (1980). The Hare Psychopathy Checklist. North Tonawanda, NY: Multi-Health Systems.
Hare, R. D. (1991). The Hare Psychopathy Checklist-Revised (PCL-R). Toronto, Ontario, Canada: Multi-Health Systems.
Hare, R. D. (2003). The Hare Psychopathy Checklist-Revised (2nd ed.). Toronto, Ontario, Canada: Multi-Health Systems.
Harpur, T. J., Hare, R. D., & Hakstian, A. R. (1989). Two-factor conceptualization of psychopathy: Construct validity and assessment implications. Psychological Assessment: A Journal of Consulting and Clinical Psychology, 1(1), 6–17.
Harré, N., Brandt, T., & Dawe, M. (2000). The development of risky driving in adolescence. Journal of Safety Research, 31, 185–194.
Hemphill, J. F. (2003). Interpreting the magnitudes of correlation coefficients. American Psychologist, 58, 78–79.
Hopwood, C. J., Baker, K. L., & Morey, L. C. (2008). Extratest validity of selected Personality Assessment Inventory scales and indicators in an inpatient substance abuse setting. Journal of Personality Assessment, 90, 574–577.
Hopwood, C. J., & Donnellan, M. B. (2010). How should the internal structure of personality inventories be evaluated? Personality and Social Psychology Review, 14(3), 332–346.
Karpman, B. (1941). On the need of separating psychopathy into two distinct clinical types: the symptomatic and the idiopathic. Journal of Criminal Psychopathology, 3, 112–137.
Kucharski, L. T., Petitt, A. N., Toomey, J., & Duncan, S. (2008). The utility of the Personality Assessment Inventory in the assessment of psychopathy. Journal of Forensic Psychology Practice, 8, 344–357.
Lee, Z., & Salekin, R. T. (2010). Psychopathic traits in non-institutional sample: Differences in primary and secondary subtypes. Personality Disorders: Treatment Research and Theory, 1, 153–169.
Lester, W. S., Salekin, R. T., & Sellbom, M. (2013). The SRP-II as a rich source of data on the psychopathic personality. Psychological Assessment, 25(1), 32–46.
Leistico, A. R., Salekin, R. T., DeCoster, J., & Rogers, R. (2008). A large-scale meta-analysis relating the Hare measures of psychopathy to antisocial conduct. Law and Human Behavior, 32(1), 28–45.
Morey, L. C. (1991). The Personality Assessment Inventory: Professional manual. Lutz, FL: Psychological Assessment Resources.
Morey, L. C. (2007). The Personality Assessment Inventory-Adolescent: Professional manual. Lutz, FL: Psychological Assessment Resources.
Mullins-Nelson, J. L., Salekin, R. T., & Leistico, A. R. (2006). Psychopathy, empathy, and perspective-taking ability in a community sample: Implications for the successful psychopathy concept. International Journal of Forensic Mental Health, 5, 133–149.
Muthén, L.K. and Muthén, B.O. (1998-2012). Mplus user’s guide. Seventh Edition. Los Angeles, CA: Muthén & Muthén.
Patrick, C. J. (2010). Conceptualizing the psychopathic personality: Disinhibited, bold,…Or just plain mean?. In R. T. Salekin, D. R. Lynam, R. T. Salekin, D. R. Lynam (Eds.) , Handbook of Child and Adolescent Psychopathy (pp. 15-48). New York, NY, US: Guilford Press.
Persson, B. N., & Lilienfeld, S. O. (2019). Social status as one key indicator of successful psychopathy: An initial empirical investigation. Personality and Individual Differences, 141, 209–217.
RoadSafe Auckland. (2000). RoadSafe Auckland annual driver survey. Auckland, New Zealand: Auckland Regional Transport Authority.
Robins. (1966). Deviant children grown up: A sociological and psychiatric study of sociopathic personality. Baltimore: Williams and Wilkins.
Salekin, R. T. (2008). Psychopathy and recidivism from mid-adolescence to young adulthood: Cumulating legal problems and limiting life opportunities. Journal of Abnormal Psychology, 117, 386–395.
Salekin, R. T., Chen, D. R., Sellbom, M., Lester, W. S., & MacDougall, E. (2014). Examining the factor structure and convergent discriminant validity of the Levenson Self-Report Psychopathy Scale: Is the two-factor model the best fitting model. Personality Disorders: Theory, Research and Treatment, 5, 289–304.
Salekin, R. T., Rogers, R., & Sewell, K. W. (1997). Construct validity of psychopathy in a female offender sample: A multitrait-multimethod evaluation. Journal of Abnormal Psychology, 106, 576–585.
Salekin, R. T., Rogers, R., Ustad, K. L., & Sewell, K. W. (1998). Psychopathy and recidivism among female inmates. Law and Human Behavior, 22, 109–128.
Salekin, R. T., Trobst, K. K., & Krioukova, M. (2001). Construct validity of psychopathy in a community sample: A nomological net approach. Journal of Personality Disorders, 15, 425–441.
Seibert, L. A., Miller, J. D., Few, L. R., Zeichner, A., & Lynam, D. R. (2011). An examination of the structure of self-report psychopathy measures and their relations with general traits and externalizing behaviors. Personality Disorders: Theory, Research, And Treatment, 2(3), 193–208.
Shaw, M., & Pease, K. (2002). Minor crimes, trivial incidents: The cumulative impact of offending. Issues in Forensic Psychology, 3, 41–48.
Skopp, N. A., Edens, J. F., & Ruiz, M. A. (2007). Risk factors for institutional misconduct among incarcerated women: An examination of the criterion-related validity of the Personality Assessment Inventory. Journal of Personality Assessment, 88, 106–117.
Smith, S. T., Edens, J. F., & Vaughn, M. G. (2011). Assessing the external correlates of alternative factor models of the Psychopathic Personality Inventory-Short Form across three samples. Journal of Personality Assessment, 93, 244–256.
Streiner, D. L. (2003). Starting at the beginning: An introduction to coefficient alpha and internal consistency. Journal of Personality Assessment, 80(1), 99–103.
Tangney, J. P., Dearing, R., Wagner, P. E., & Gramzow, R. (2000). The Test of Self-Conscious Affect—3 (TOSCA-3). Fairfax, VA: George Mason University.
Tomarken, A. J., & Waller, N. J. (2003). Potential problems with “well fitting” models. Journal of Abnormal Psychology, 112, 578–598.
Trapnell, P., & Wiggins, J. S. (1991). Extension of the Interpersonal Adjectives Scales to the Big Five dimensions of personality. Journal of Personality and Social Psychology, 59, 781–790.
Tsang, S., Salekin, R. T., Coffey, C. A., & Cox, J. (2018). A comparison of self-report measures of psychopathy among nonforensic samples using item response theory analyses. Psychological Assessment, 30(3), 311–327.
Vize, C. E., Lynam, D. R., Lamkin, J., Miller, J. D., & Pardini, D. (2016). Identifying essential features of juvenile psychopathy in the prediction of later antisocial behavior: Is there an additive, synergistic, or curvilinear role for fearless dominance? Clinical Psychological Science, 4(3), 572–590.
Vize, C. E., Miller, J. D., & Lynam, D. R. (2018). FFM facets and their relations with different forms of antisocial behavior: An expanded meta-analysis. Journal of Criminal Justice, 57, 67–75.
Walters, G. D. (2007a). Predicting institutional adjustment with the Lifestyle Criminality Screening form and the Antisocial Features and Aggression scales of the PAI. Journal of Personality Assessment, 88, 99–105.
Walters, G. D. (2007b). Using Poisson class regression to analyze count data in correctional and forensic psychology: A relatively old solution to a relatively new problem. Criminal Justice and Behavior, 34, 1659–1674.
Walters, G. D., & Duncan, S. A. (2005). Use of the PCL-R and PAI to predict release outcome in measures in inmates undergoing forensic evaluation. Journal of Forensic Psychiatry and Psychology, 16, 459–476.
Westen, D., & Rosenthal, R. (2005). Improving construct validity: Cronbach, Meehl, & Neurath’s ship. Psychological Assessment, 17, 409–412.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Ethical Approval
All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional review board and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
The article does not contain any studies with animals performed by any of the authors.
Informed Consent
Informed consent was obtained from all individual participants included in the study.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
ESM 1
(DOCX 44 kb)
Rights and permissions
About this article
Cite this article
Sokolowski, K.M., Batky, B.D., Anderson, J.L. et al. The Personality Assessment Inventory-Antisocial Features (Psychopathy) Scale: Model Fit and Convergent and Discriminant Validity. J Psychopathol Behav Assess 42, 203–221 (2020). https://doi.org/10.1007/s10862-020-09784-w
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10862-020-09784-w