ArticlePDF Available

Evaluating the Screening Version of the Hare Psychopathy Checklist—Revised (PCL: SV): An Item Response Theory Analysis

Authors:

Abstract

The Screening Version of the Psychopathy Checklist—Revised (PCL:SV; S. D. Hart, D. N. Cox, & R. D. Hare, 1995) was developed to complement the Psychopathy Checklist—Revised (PCL-R; R. D. Hare. 1991), and for use outside forensic settings. The PCL:SV takes less time to administer and requires less collateral information than the PCL-R. An item response theory approach was adopted to determine similarities in the structural properties of the 2 instruments and whether the PCL:SV could be regarded as a short form of the PCL-R. Eight of the 12 items in the PCL:SV were strongly parallel to their equivalent PCL-R items. Of the 4 items PCL:SV items which differed from their equivalent PCL-R items, all 4 were found to be equal or superior to their equivalent PCL-R item in terms of discrimination. The analyses confirmed previous results that the interpersonal and affective features of psychopathy have higher thresholds than do the impulsive and antisocial behavioral features; individuals have to be at a higher level of the psychopathic trait before the interpersonal and affective features become evident. The PCL:SV is an effective short form of the PCL-R. (PsycINFO Database Record (c) 2012 APA, all rights reserved)
... Validity and reliability. Cooke et al. (1999) [16] evaluated the screening version of the Hare Psychopathy Checklist-Revised (PCL: SV) utilising item response theory (IRT) analysis to conclude its effectiveness as a screening tool for psychopathy. IRT is a statistical technique utilised to examine the relationship between responses and underlying latent traits. ...
... Validity and reliability. Cooke et al. (1999) [16] evaluated the screening version of the Hare Psychopathy Checklist-Revised (PCL: SV) utilising item response theory (IRT) analysis to conclude its effectiveness as a screening tool for psychopathy. IRT is a statistical technique utilised to examine the relationship between responses and underlying latent traits. ...
... IRT is a statistical technique utilised to examine the relationship between responses and underlying latent traits. Furthermore, by sampling 3628 male offenders from different correctional institutes, Cooke et al. (1999)'s research contributes effectively to the existing literature by providing empirical evidence supporting the psychometric properties of the PCL: SV. Furthermore, results indicate good reliability and validity by determining the items to be effective in discriminating between individuals with high and low levels of psychopathy. ...
... Participants were 70 (predominantly New Zealand Maori) men, with a median age of 31 years. The majority of the participants scored above the cut-off for psychopathy, as assessed by the psychopathy checklist-screening version (PCL-SV) (Cooke et al., 1999), with a mean score of 19.5. TA was measured using the Working Alliance Inventory-Short Form (WAI-S) (Tracey & Kokotovic, 1989) at four time points during the course of the treatment programme: at 2, 10, 19 and 26 weeks from the start of the programme. ...
... Observer ratings of TA at F I G U R E 1 PRISMA flowchart. Abbreviations: CBT, Cognitive Behavioural Therapy; PCL-SV, Psychopathy Checklist-Screening Version (Cooke et al., 1999); TA, Therapeutic Alliance; VRS, Violence Risk Scale (Wong & Gordon, 2009); WAI-S, Working Alliance Inventory-Short form (Tracey & Kokotovic, 1989). ...
Article
Offenders with personality disorder cause disproportionate harm to society and pose significant challenges for those responsible for their care and rehabilitation. Personality disorders are heterogeneous in terms of symptoms, as well as their pathways to offending behaviour. Thus, there is limited evidence regarding effective interventions. One solution might be to focus on how interventions are delivered as well as what is delivered. Within the non‐offender personality disorder literature, the identification of potential mediators of change has enabled interventions to focus on ‘how’ they are delivered (e.g., therapeutic alliance) rather than the intervention itself. We explore the evidence and present a scoping review of the available literature on the mechanisms of change in psychological treatments for offenders with personality disorder. Only one study was found in the scoping review, highlighting a significant gap in the evidence base. We discuss the implications of this finding and potential future directions.
... The clinical sample study used the Antisocial Process Screening Device (Frick & Hare, 2001) to assess CU traits in an inpatient sample. Finally, in justice-involved and high-risk samples, three studies (Flight & Forth, 2007;Holmqvist, 2008;Kosson et al., 2002) used semi-structured interview ratings scales including a modified version of the Psychopathy Checklist such as the PCL Screening Version (PCL: SV; Cooke et al., 1999;Hart et al., 1994) or the PCL Youth Version (PCL: YV; Kosson et al., 2002). The PCL: YV and SR are based on the adult Psychopathy Checklist (PCL; Hare, 2003) and are well known, reliable, and valid measurements of psychopathy that have been used in youth (age 12-18) samples. ...
... The model created by the ML method in this study has a larger number of variables (features) than the original MJCA, which inevitably involves more tasks for the evaluator. The use of tools with a large number of items takes time and effort, as they require detailed interviews and scrutiny of criminal records (Cooke et al., 1999). Because of constraints of human resources, increased time for assessment is undesirable and, as assessors are human beings and not computers, an increase in the number of assessment items may reduce the reliability of the assessment. ...
Article
Full-text available
This study aims to improve the predictive performance of existing risk assessment tools and the predictive validity of the original Ministry of Justice Case Assessment Tool (MJCA) concerning recidivism rates using machine learning (ML) and examine whether the tool’s predictive performance can be improved. With follow-up data on 5,942 individuals in Japanese Juvenile Assessment Centers, the study uses ML methods, such as the K-nearest neighbor algorithm, support vector machine, random forest, gradient boosting tree, and multilayer perceptron, to improve the MJCA’s prediction power. The results show that the predictive validity of the original MJCA significantly improves for three of the six ML methods; gradient boosting tree, random forest, and multilayer perceptron have the highest predictive validity. The area under the receiver operating characteristic curve (AUC) for the gradient boosting tree is 0.75, significantly higher than the AUC of the original MJCA (0.67). We concluded that ML can improve the predictive validity of recidivism rates. Among the ML techniques, decision tree algorithms were better at predicting recidivism. The improvement, as with other findings, is less pronounced than the enormous impact that recent artificial intelligence methods have had on information processing. However, it is significant because recidivism risk assessment is important in determining the treatment for individuals who offend. ML is beneficial for risk assessment and must be used with a focus on these issues.
... The PCL:SV (Hart et al., 1995) is a 12-item clinician-rated semi-structured interview designed for rating an individual's level of psychopathic traits. It is an effective shortened version of the Psychopathy Checklist-Revised (PCL-R; Cooke et al., 1999;Hare, 1991), a commonly used clinical assessment tool for psychopathy. The PCL:SV was selected rather than the PCL-R primarily because the researchers were not granted access to collateral information by the facility; furthermore, collateral information may have been limited due to the county jail setting rather than prison. ...
Article
Full-text available
A body of research has examined how psychopathic personality traits may be related to the recognition of emotional facial expressions, and results have been mixed. The present study used a new set of naturalistic, non-posed photos of emotional facial expressions to examine the relationships between accuracy for facial emotion categorization and psychopathic traits in a sample of incarcerated men. In addition, intellectual functioning was measured and examined in relation to categorization accuracy. Results revealed that both psychopathic traits and intellectual functioning were predictive of accuracy for categorization of emotional expressions. After controlling for intellectual functioning, Factor 1 (interpersonal and affective psychopathic traits) were negatively related to the accurate recognition of confusion and fear as well as total accuracy, and Factor 2 psychopathic traits (lifestyle and antisocial traits) were positively related to the accurate recognition of anger, confusion, disgust, and fear, as well as total accuracy. Intellectual functioning was positively related to the accurate recognition of confusion, disgust, sadness, surprise, and fear, as well as total accuracy. Results suggest that the two commonly measured factors of psychopathy are differentially related to emotion recognition, and that intellectual functioning plays an important part in the recognition of facial expressions and should be considered in relation to psychopathic traits in future studies of emotion recognition.
... IRT approaches have several advantages; (a) the item parameters are sample-independent and (b) reliability estimates and discriminative power of test and item can be obtained at any level of the latent trait (e.g. work engagement), among others (Cooke et al., 1999). ...
... Many PCL-R items represent the central affective and interpersonal traits put forth by Cleckley, whereas other items describe an impulsive, exploitative, and antisocial lifestyle Harpur, Hakstian, & Hare, 1988). Item response analyses of PCL-R scores suggested that both types of items are equally useful in measuring the extent to which someone matches the prototypical psychopath, but the interpersonal and affective items are more likely to be endorsed among offenders who are high scorers on the PCL-R (Cooke & Michie, 1997, 1999Cooke, Michie, Hart, & Hare, 1999). The latter studies also indicated that a satisfactory fit of observed PCL-R item intercorrelations could be given by a single principal component. ...
Article
Full-text available
Early starting, lifetime criminal persistence has been called sociopathy, antisocial personality disorder, and psychopathy. There is, however, disagreement about its core features and which measure is best for identifying such individuals. In the 1st of 2 studies of male offenders (n = 74), we found a large association between scores on the Psychopathy Checklist—Revised (PCL–R; R. D. Hare, 1991) and the Diagnostic and Statistical Manual of Mental Disorders (4th ed. [DSM–IV]; American Psychiatric Association, 1994) antisocial personality disorder criteria scored as a scale. The second study (n = 684) replicated this finding and found that, as previously shown for PCL–R scores, a discrete class (or taxon) also underlies scores on items reflecting antisocial personality disorder. The high association among these sets of items and their similarity in predicting violence suggested that the same natural class underlies each. Results indicated that life-course-persistent antisociality can be assessed well by measures of psychopathy and antisocial personality disorder.
... IRT has been widely applied in education (e.g., Chen et al., 2005), organizational research (e.g., Scherbaum et al., 2006), and is increasingly being applied in psychology (Embretson, 1996;Monaghan et al., 2020;Bizumic et al., 2021;Sivanathan et al., 2021). For example, researchers are using IRT to develop and evaluate more precise and valid scales (Cooke et al., 1999;Edelen and Reeve, 2007;Cooper and Petrides, 2010;Furr, 2011;Ackerman et al., 2012) and to optimally shorten existing ones (Rauthmann, 2013). IRT is also proliferating in social and political science and it helps researchers develop more accurate measures of political constructs such as science curiosity (Kahan et al., 2017) and political knowledge (Carpini and Keeter, 1993), and identify the measurement properties and calibration of existing measures such as Maori Identity and Cultural Engagement (Sibley and Houkamau, 2013). ...
Article
Full-text available
Introduction: Although ethnocentrism is one of the fundamental concepts in the social sciences, its study has been impeded by a diversity of conceptualizations and measures. In recent years, a growing number of political scientists and psychologists have undertaken in-depth research into ethnocentrism. In addition, researchers have recently proposed a comprehensive reconceptualization of ethnocentrism and developed a new Ethnocentrism scale. There is strong evidence for this scale's reliability and validity in indexing ethnocentrism, but like most measures in psychology and political science, this scale is based on classical test theory. Item response theory (IRT) is a powerful psychometric technique that can provide a much more sophisticated test of test performance and is currently under-utilized in research. Methods: We performed IRT to assess the psychometric properties of the Ethnocentrism scale on a sample of 4,187 participants. Results: The scale's items had strong psychometric properties to capture the ethnocentrism latent construct, particularly in the below average to above average range. Men required marginally lower levels of ethnocentrism to endorse less socially acceptable items than women (items relating to superiority, purity, or exploitativeness). When compared to liberals, conservatives responded more readily to nearly all ethnocentrism items. Given this variation, the IRT approach highlighted that future measurements must adjust for differential item functioning, albeit more for political orientation than gender identity. Discussion: The findings detail how IRT can enhance measurement in political science and demonstrate the implications for how gender and political ideology may affect the differential performance of items.
Article
Full-text available
The authors investigated the validity of the Antisocial Features (ANT) scale of the Personality Assessment Inventory (PAI; L. C. Morey, 1991) with respect to assessments of psychopathy in 2 offender samples. Study 1 included 46 forensic psychiatric inpatients who were administered the Screening Version of the Hare Psychopathy Checklist (PCL:SV; S. D. Hart, D. N. Cox, & R. D. Hare, 1995). In Study 2, 55 sex offenders were administered the Hare Psychopathy Checklist–Revised (PCL–R; R. D. Hare, 1991). ANT scores correlated highly with the PCL:SV total score (r = .54) and moderately with the PCL–R total score (r = .40). ANT tapped primarily behavioral symptoms of psychopathy rather than interpersonal and affective symptoms. Also, ANT had low to moderate diagnostic efficiency regarding diagnoses of psychopathy, suggesting that it may be better used as a dimensional rather than categorical measure of this construct.
Article
Full-text available
The Psychopathy Checklist (PCL) was administered to 231 White male criminals prior to their release from prison on parole or mandatory supervision. Official parole supervision files provided details of each criminal’s behavior during his supervised release. The PCL made a significant contribution to the prediction of outcome beyond that made by several key criminal-history and demographic variables. The percentage of criminals with low, medium, and high PCL scores who violated the conditions of release was 23.5, 48.9, and 65.2, respectively. The probability of remaining out of prison for at least 1 year was .80, .54, and .38 for low, medium, and high groups, respectively. The high group members received more suspensions and presented more supervisory problems than did those in the other groups. The results provide support for the validity of the PCL and for the view that it is possible to make useful predictions about some aspects of the criminal psychopath’s behavior.
Article
Full-text available
An actuarial approach to predicting sexual recidivism among known sex offenders is illustrated with a reanalysis of follow-up data of rapists and child molesters. One hundred seventy-eight sex offenders who had been assessed at a maximum security psychiatric facility were followed for an average of 59 months of opportunity to reoffend. Twenty-eight percent were convicted of a new sex offense and 40% were arrested, convicted, or returned to the psychiatric facility for a violent (including sex) offense. Rapists were more likely to recidivate than child molesters. Psychopathy, measures of previous criminal history, and phallometric indexes of deviant sexual interests were found to be useful predictors of sexual recidivism. A predictor scale was formed by weighting each predictor that was significant in the regression analyses by a number reflecting its univariate correlation with the criterion. A linear relationship (r = .45) was found between scores on the predictor scale and reconviction for a sexual offense.
Article
Full-text available
Multivariate techniques were used to derive and validate an actuarial instrument for the prediction of violent postrelease offenses by mentally disordered offenders. The 618 subjects were a heterogeneous group of men who had been charged with serious offenses. Approximately half had been treated in a maximum security psychiatric institution and the rest had been briefly assessed prior to imprisonment. The actuarial instrument consisted of 12 variables and significantly predicted violent outcome in each of five subgroups. The instrument's practical application and its use in clinical appraisals of dangerousness are discussed.
Article
Full-text available
Without Abstract
Article
Full-text available
Through the application of the statistical tools that compose item response theory—coupled with the ideas of local independence and local dependence and the concept of the testlet—the authors illustrate item analysis, scale assembly, and scoring rules for 2 scales measuring aspects of violent circumstances and tendencies. The concepts and procedures used are general and have much broader applicability for psychological measurement. (PsycINFO Database Record (c) 2012 APA, all rights reserved)
Article
We investigated the psychometric properties of an 18-item modification of the Psychopathy Checklist (PCL) in a sample of 75 male young offenders incarcerated in a maximum-security institution. The distribution and psychometric properties of PCL scores were similar to those found in samples of young adult inmates. PCL scores were significantly correlated with the number of conduct-disorder symptoms, previous violent offenses, violent behavior in the institution, and violent recidivism. These and related results from several other studies indicate that the PCL shows promise as a research instrument for the assessment of psychopathy in male young offenders.
Article
Various methods for determining unidimensionality are reviewed and the rationale of these methods is as sessed. Indices based on answer patterns, reliability, components and factor analysis, and latent traits are reviewed. It is shown that many of the indices lack a rationale, and that many are adjustments of a previous index to take into account some criticisms of it. After reviewing many indices, it is suggested that those based on the size of residuals after fitting a two- or three-parameter latent trait model may be the most useful to detect unidimensionality. An attempt is made to clarify the term unidimensional, and it is shown how it differs from other terms often used inter changeably such as reliability, internal consistency, and homogeneity. Reliability is defined as the ratio of true score variance to observed score variance. Inter nal consistency denotes a group of methods that are intended to estimate reliability, are based on the vari ances and the covariances of test items, and depend on only one administration of a test. Homogeneity seems to refer more specifically to the similarity of the item correlations, but the term is often used as a synonym for unidimensionality. The usefulness of the terms in ternal consistency and homogeneity is questioned. Uni dimensionality is defined as the existence of one latent trait underlying the data.
Article
The Psychopathy Checklist-Revised has been shown to have clinical and empirical utility in North American settings. Ratings from a systematic sample of the Scottish Prison population were subjected to a series of analyses in order to assess the cross-cultural generalisability of this measure. Estimates of factor congruence, factor strength and internal reliability indicated that the underlying constructs being measured in North America and Scotland were essentially similar. The observed difference in the prevalence of psychopathy in Scottish prisons as compared with North American prisons was examined: it is concluded that this difference is unlikely to be the consequence of rater bias. The value of a cross-cultural perspective is emphasised.