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Allen CH, Gullapalli AR, Milillo M, Ulrich DM, Rodriguez SN, Maurer JM, Aharoni E, Anderson NE, Harenski CL, Vincent GM, Kiehl KA. Psychopathy Scores Predict Recidivism in High-risk Youth: A Five-year Follow-up Study. Res Child Adolesc Psychopathol 2024:10.1007/s10802-024-01169-x. [PMID: 38407775 DOI: 10.1007/s10802-024-01169-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/12/2024] [Indexed: 02/27/2024]
Abstract
Psychopathic traits have been associated with rearrest in adolescents involved in the criminal legal system. Much of the prior work has focused on White samples, short follow-up windows, and relatively low-risk youth. The current study aimed to evaluate the utility of the Hare Psychopathy Checklist: Youth Version (PCL:YV) for predicting general and violent felony recidivism in a large sample of high-risk, predominantly Hispanic/Latino, male adolescents (n = 254) with a five-year follow-up period. Results indicated higher PCL:YV scores and lower full-scale estimated IQ scores were significantly associated with a shorter time to felony and violent felony rearrest. These effects generalized to Hispanic/Latino adolescents (n = 193)-a group that faces disproportionate risk of being detained or committed to juvenile correctional facilities in the U.S. These results suggest that expert-rated measures of psychopathic traits and IQ are reliable predictors of subsequent felony and violent felony rearrest among high-risk male adolescents.
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Affiliation(s)
- Corey H Allen
- The Mind Research Network, 1101 Yale Blvd NE, Albuquerque, NM, 87106-4188, USA.
| | - Aparna R Gullapalli
- The Mind Research Network, 1101 Yale Blvd NE, Albuquerque, NM, 87106-4188, USA
| | - Michaela Milillo
- The Mind Research Network, 1101 Yale Blvd NE, Albuquerque, NM, 87106-4188, USA
| | - Devin M Ulrich
- The Mind Research Network, 1101 Yale Blvd NE, Albuquerque, NM, 87106-4188, USA
- Department of Psychiatry, University of Illinois - Chicago College of Medicine, Chicago, IL, 60612, USA
| | - Samantha N Rodriguez
- The Mind Research Network, 1101 Yale Blvd NE, Albuquerque, NM, 87106-4188, USA
- Department of Psychology, University of New Mexico, Albuquerque, NM, 87131, USA
| | - J Michael Maurer
- The Mind Research Network, 1101 Yale Blvd NE, Albuquerque, NM, 87106-4188, USA
| | - Eyal Aharoni
- Department of Psychology, Georgia State University, P.O. Box 5010, Atlanta, GA, 30302-5010, USA
| | | | - Carla L Harenski
- The Mind Research Network, 1101 Yale Blvd NE, Albuquerque, NM, 87106-4188, USA
| | - Gina M Vincent
- Department of Psychiatry, Law & Psychiatry Program and Implementation Science & Practices Advances Research Center, University of Massachusetts Medical School, 222 Maple Ave, Shrewsbury, MA, 01545, USA
| | - Kent A Kiehl
- The Mind Research Network, 1101 Yale Blvd NE, Albuquerque, NM, 87106-4188, USA
- Department of Psychology, University of New Mexico, Albuquerque, NM, 87131, USA
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Shold JN, Maurer JM, Reynolds BL, Gullapalli AR, Allen CH, Edwards BG, Anderson NE, Harenski CL, Neumann CS, Kiehl KA. Psychometric properties of the Trauma Checklist 2.0 and its predictive utility of felony re-offending among high-risk juvenile offenders. Child Adolesc Psychiatry Ment Health 2023; 17:111. [PMID: 37735417 PMCID: PMC10514945 DOI: 10.1186/s13034-023-00656-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 09/06/2023] [Indexed: 09/23/2023] Open
Abstract
BACKGROUND Incarcerated youth are characterized by particularly high rates of childhood trauma, a significant risk factor for outcomes including risky behaviors and recidivism. Trauma-based interventions can ameliorate the negative effects of childhood trauma; however, a critical part of success is careful trauma screening. Due to the limitations associated with commonly used self-report trauma assessments, our team developed the Trauma Checklist (TCL), a trained-rater assessment of childhood trauma specifically created for use with forensic populations. The TCL is designed to provide a more comprehensive assessment of trauma, incorporating categories that are of specific relevance for incarcerated individuals (e.g., traumatic loss). Here, we discuss the continued development made to our original trauma assessment and explore the psychometric properties of this expanded assessment (herein termed the TCL 2.0). METHOD We examined relationships between TCL 2.0 scores, measures of psychopathology, and psychopathic traits in a sample of incarcerated male juvenile offenders (n = 237). In addition, we examined whether TCL 2.0 scores were associated with time to felony re-offense via Cox proportional-hazard regression analyses. RESULTS We examined dimensionality of the TCL 2.0 using a principal component analysis (PCA), the results of which were confirmed via exploratory structural equation modeling; the PCA yielded a two-component solution (i.e., PC1 and PC2). We observed that PC1 (Experienced Trauma) scores were positively correlated with mood disorder diagnoses. TCL 2.0 total scores were positively correlated with post-traumatic stress disorder symptomatology and psychopathic traits. Finally, higher PC2 (Community Trauma) scores were associated with faster time to felony re-offending. CONCLUSIONS These results suggest that the TCL 2.0 may be a beneficial screening tool to provide high-risk youth with appropriate trauma-informed treatment.
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Affiliation(s)
- Jenna N Shold
- The Mind Research Network, 1101 Yale Boulevard NE, Albuquerque, NM, 87106-4188, USA.
| | - J Michael Maurer
- The Mind Research Network, 1101 Yale Boulevard NE, Albuquerque, NM, 87106-4188, USA
| | - Brooke L Reynolds
- The Mind Research Network, 1101 Yale Boulevard NE, Albuquerque, NM, 87106-4188, USA
- School of Graduate Psychology, Pacific University, 705 SE Baseline Street, Hillsboro, OR, 97123, USA
| | - Aparna R Gullapalli
- The Mind Research Network, 1101 Yale Boulevard NE, Albuquerque, NM, 87106-4188, USA
| | - Corey H Allen
- The Mind Research Network, 1101 Yale Boulevard NE, Albuquerque, NM, 87106-4188, USA
| | - Bethany G Edwards
- The Mind Research Network, 1101 Yale Boulevard NE, Albuquerque, NM, 87106-4188, USA
- Department of Psychology, University of New Mexico, 1 University of New Mexico, Albuquerque, NM, 87131-0001, USA
| | - Nathaniel E Anderson
- The Mind Research Network, 1101 Yale Boulevard NE, Albuquerque, NM, 87106-4188, USA
| | - Carla L Harenski
- The Mind Research Network, 1101 Yale Boulevard NE, Albuquerque, NM, 87106-4188, USA
| | - Craig S Neumann
- Department of Psychology, University of North Texas, 1155 Union Circle 311280, Denton, TX, 76203-5017, USA
| | - Kent A Kiehl
- The Mind Research Network, 1101 Yale Boulevard NE, Albuquerque, NM, 87106-4188, USA.
- Departments of Psychology, Neuroscience, and Law, University of New Mexico, 1 University of New Mexico, Albuquerque, NM, 87131-0001, USA.
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Allen CH, Maurer JM, Gullapalli AR, Edwards BG, Aharoni E, Harenski CL, Anderson NE, Harenski KA, Calhoun VD, Kiehl KA. Psychopathic traits and altered resting-state functional connectivity in incarcerated adolescent girls. Front Neuroimaging 2023; 2:1216494. [PMID: 37554634 PMCID: PMC10406221 DOI: 10.3389/fnimg.2023.1216494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 07/19/2023] [Indexed: 08/10/2023]
Abstract
Previous work in incarcerated boys and adult men and women suggest that individuals scoring high on psychopathic traits show altered resting-state limbic/paralimbic, and default mode functional network properties. However, it is unclear whether similar results extend to high-risk adolescent girls with elevated psychopathic traits. This study examined whether psychopathic traits [assessed via the Hare Psychopathy Checklist: Youth Version (PCL:YV)] were associated with altered inter-network connectivity, intra-network connectivity (i.e., functional coherence within a network), and amplitude of low-frequency fluctuations (ALFFs) across resting-state networks among high-risk incarcerated adolescent girls (n = 40). Resting-state networks were identified by applying group independent component analysis (ICA) to resting-state fMRI scans, and a priori regions of interest included limbic, paralimbic, and default mode network components. We tested the association of psychopathic traits (PCL:YV Factor 1 measuring affective/interpersonal traits and PCL:YV Factor 2 assessing antisocial/lifestyle traits) to these three resting-state measures. PCL:YV Factor 1 scores were associated with increased low-frequency and decreased high-frequency fluctuations in components corresponding to the default mode network, as well as increased intra-network FNC in components corresponding to cognitive control networks. PCL:YV Factor 2 scores were associated with increased low-frequency fluctuations in sensorimotor networks and decreased high-frequency fluctuations in default mode, sensorimotor, and visual networks. Consistent with previous analyses in incarcerated adult women, our results suggest that psychopathic traits among incarcerated adolescent girls are associated with altered intra-network ALFFs-primarily that of increased low-frequency and decreased high-frequency fluctuations-and connectivity across multiple networks including paralimbic regions. These results suggest stable neurobiological correlates of psychopathic traits among women across development.
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Affiliation(s)
- Corey H. Allen
- The Mind Research Network, Albuquerque, NM, United States
| | | | | | | | - Eyal Aharoni
- Department of Psychology, Georgia State University, Atlanta, GA, United States
| | | | | | | | - Vince D. Calhoun
- Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, United States
- Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, United States
- Department of Computer Science, Georgia State University, Atlanta, GA, United States
| | - Kent A. Kiehl
- The Mind Research Network, Albuquerque, NM, United States
- Department of Psychology, University of New Mexico, Albuquerque, NM, United States
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Edwards BG, Gullapalli AR, Maurer JM, Ulrich DM, Harenski CL, Thomson ND, Davenport S, Kiehl KA. Psychopathy and substance use predict recidivism in women: A 7-year prospective study. Personal Disord 2023:2023-32818-001. [PMID: 36595436 DOI: 10.1037/per0000615] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Recidivism places a significant burden on society and efforts aimed at reducing cyclical criminal justice involvement are needed. This prospective study tested the utility of psychopathic traits in predicting general, felony, and substance-related rearrest in women following release from a correctional facility. The extent to which psychopathic traits offered incremental utility in predicting outcomes, above and beyond other established risk factors, including substance use disorder, was examined. Participants included 327 incarcerated adult women who completed comprehensive clinical and psychiatric assessments prior to release from correctional facilities. Psychopathic traits and lifetime substance use disorder were measured using the Hare Psychopathy Checklist-Revised (PCL-R) and Structured Clinical Interview for DSM-IV-TR Axis I Disorders, respectively. Results showed that general, felony, and substance-related rearrest following institutional release were associated with higher PCL-R Factor 2 scores, assessing lifestyle/behavioral and antisocial/developmental psychopathic traits. Additionally, when controlling for other risk factors associated with recidivism, including age at release, number of prior adult prison terms, and substance use disorder, higher PCL-R Factor 2 scores remained significantly associated with rearrest outcomes in women. Findings inform risk prediction and treatment efforts aimed at reducing recidivism in justice-involved women. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Rodriguez SN, Gullapalli AR, Tirrell PS, Maurer JM, Egala U, Edwards BG, Anderson NE, Harenski CL, Decety J, Neumann CS, Kiehl KA. Automated patterns of head dynamics are associated with psychopathic traits in incarcerated women. Pers Individ Dif 2023; 200:111904. [PMID: 37937147 PMCID: PMC10629898 DOI: 10.1016/j.paid.2022.111904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Men with elevated psychopathic traits have been characterized by unique patterns of nonverbal communication, including more fixed and focused head positions during clinical interviews, compared to men scoring low on measures of psychopathy. However, it is unclear whether similar patterns of head dynamics help characterize women scoring high on psychopathic traits. Here, we utilized an automated detection algorithm to assess head position and dynamics during a videotaped clinical interview (i.e., the Psychopathy Checklist - Revised [PCL-R]) in a sample of n = 213 incarcerated women. PCL-R Total, Factor 1 (i.e., interpersonal and affective psychopathic traits), and Factor 2 (i.e., lifestyle/behavioral and antisocial/developmental psychopathic traits) scores were associated with a pattern of head dynamics indicative of a rigid head position. The current study extends analyses of nonverbal behavior studies in men to women and highlights how individuals with elevated psychopathic traits demonstrate unique nonverbal behaviors relative to individuals who score low on psychopathic traits. The implications and clinical value of these findings are discussed.
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Affiliation(s)
- Samantha N. Rodriguez
- Department of Psychology, MSC03-2220 1 University of New Mexico, Albuquerque, NM 87131, USA
- The Mind Research Network, 1101 Yale Blvd. NE, Albuquerque, NM 87106, USA
| | | | - Palmer S. Tirrell
- Department of Psychology, MSC03-2220 1 University of New Mexico, Albuquerque, NM 87131, USA
| | - J. Michael Maurer
- The Mind Research Network, 1101 Yale Blvd. NE, Albuquerque, NM 87106, USA
| | - Ugesh Egala
- Department of Electrical & Computer Engineering, MSC01 1100 1 University of New Mexico, Albuquerque, NM 87131, USA
| | - Bethany G. Edwards
- Department of Psychology, MSC03-2220 1 University of New Mexico, Albuquerque, NM 87131, USA
| | | | - Carla L. Harenski
- The Mind Research Network, 1101 Yale Blvd. NE, Albuquerque, NM 87106, USA
| | - Jean Decety
- Department of Psychology, 5848 S. University Avenue, University of Chicago, Chicago, IL 60637, USA
| | - Craig S. Neumann
- Department of Psychology, 1155Union Circle #311280, University of North Texas, Denton, TX 76203, USA
| | - Kent A. Kiehl
- Department of Psychology, MSC03-2220 1 University of New Mexico, Albuquerque, NM 87131, USA
- The Mind Research Network, 1101 Yale Blvd. NE, Albuquerque, NM 87106, USA
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Rodriguez SN, Gullapalli AR, Maurer JM, Tirrell PS, Egala U, Anderson NE, Harenski CL, Kiehl KA. Quantitative Head Dynamics Associated with Interpersonal (Grandiose-Manipulative) Psychopathic Traits in Incarcerated Youth. J Psychopathol Behav Assess 2022; 44:1054-1063. [PMID: 37008299 PMCID: PMC10065468 DOI: 10.1007/s10862-022-09988-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/11/2022] [Indexed: 10/16/2022]
Abstract
Clinicians have long noted that individuals with elevated psychopathic traits can be characterized by unique interpersonal styles, including prolonged eye contact, invasion of interpersonal space, and frequent use of hand gestures. Such forms of nonverbal communication can be measured via hand, body, and head position and dynamics. Previous studies have developed an automated algorithm designed to capture head position and dynamics from digital recordings of clinical interviews in a sample of incarcerated adult men. We observed that higher psychopathy scores were associated with stationary head dwell time. Here, we applied a similar automated algorithm to assess head position and dynamics on videotaped clinical interviews assessing psychopathic traits from n = 242 youth housed at a maximum-security juvenile correctional facility. We observed that higher psychopathy scores (assessed via the Hare Psychopathy Checklist: Youth Version [PCL:YV]) were associated with unique patterns of head dynamics. Specifically, PCL:YV Total, Factor 1 (measuring grandiose-manipulative and callous-unemotional traits), and Facet 1 (measuring grandiose-manipulative traits) scores were associated with a higher proportion of time spent in a head dynamics pattern consisting of moderate movement away from the average head position. This study lays the groundwork for future investigations to apply quantitative methods to better understand patterns of nonverbal communication styles in clinical populations characterized by severe antisocial behavior.
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Affiliation(s)
- Samantha N. Rodriguez
- University of New Mexico, Department of Psychology, Albuquerque, NM, USA
- The Mind Research Network, Albuquerque, NM, USA
| | | | | | - Palmer S. Tirrell
- University of New Mexico, Department of Psychology, Albuquerque, NM, USA
| | - Ugesh Egala
- University of New Mexico, Department of Psychology, Albuquerque, NM, USA
| | | | | | - Kent A. Kiehl
- University of New Mexico, Department of Psychology, Albuquerque, NM, USA
- The Mind Research Network, Albuquerque, NM, USA
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Allen CH, Aharoni E, Gullapalli AR, Edwards BG, Harenski CL, Harenski KA, Kiehl KA. Hemodynamic activity in the limbic system predicts reoffending in women. Neuroimage Clin 2022; 36:103238. [PMID: 36451349 PMCID: PMC9668656 DOI: 10.1016/j.nicl.2022.103238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 10/02/2022] [Accepted: 10/17/2022] [Indexed: 11/06/2022]
Abstract
Previous research (Aharoni et al., 2013, 2014) found that hemodynamic activity in the dorsal anterior cingulate cortex (dACC) during error monitoring predicted non-violent felony rearrest in men released from prison. This article reports an extension of the Aharoni et al. (2013, 2014) model in a sample of women released from state prison (n = 248). Replicating aspects of prior work, error monitoring activity in the dACC, as well as psychopathy scores and age at release, predicted non-violent felony rearrest in women. Sex differences in the directionality of dACC activity were observed-high error monitoring activity predicted rearrest in women, whereas prior work found low error monitoring activity predicted rearrest in men. As in prior analyses, the ability of the dACC to predict rearrest outcomes declines with more generalized outcomes (i.e., general felony). Implications for future research and clinical and forensic risk assessment are discussed.
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Affiliation(s)
- Corey H. Allen
- The Mind Research Network, 1101 Yale Blvd NE, Albuquerque, NM 87106-4188, USA
| | - Eyal Aharoni
- Department of Psychology, Georgia State University, P.O. Box 5010, Atlanta, GA 30302-5010, USA
| | | | - Bethany G. Edwards
- The Mind Research Network, 1101 Yale Blvd NE, Albuquerque, NM 87106-4188, USA,Department of Psychology, University of New Mexico, Albuquerque, NM 87131, USA
| | - Carla L. Harenski
- The Mind Research Network, 1101 Yale Blvd NE, Albuquerque, NM 87106-4188, USA
| | - Keith A. Harenski
- The Mind Research Network, 1101 Yale Blvd NE, Albuquerque, NM 87106-4188, USA
| | - Kent A. Kiehl
- The Mind Research Network, 1101 Yale Blvd NE, Albuquerque, NM 87106-4188, USA,Department of Psychology, University of New Mexico, Albuquerque, NM 87131, USA,Corresponding author at: Department of Psychology, University of New Mexico, Albuquerque, NM 87131, USA.
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Allen CH, Maurer JM, Edwards BG, Gullapalli AR, Harenski CL, Harenski KA, Calhoun VD, Kiehl KA. Aberrant resting-state functional connectivity in incarcerated women with elevated psychopathic traits. Front Neuroimaging 2022; 1:971201. [PMID: 37555166 PMCID: PMC10406317 DOI: 10.3389/fnimg.2022.971201] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 09/20/2022] [Indexed: 08/10/2023]
Abstract
Previous work in incarcerated men suggests that individuals scoring high on psychopathy exhibit aberrant resting-state paralimbic functional network connectivity (FNC). However, it is unclear whether similar results extend to women scoring high on psychopathy. This study examined whether psychopathic traits [assessed via the Hare Psychopathy Checklist - Revised (PCL-R)] were associated with aberrant inter-network connectivity, intra-network connectivity (i.e., functional coherence within a network), and amplitude of fluctuations across limbic and surrounding paralimbic regions among incarcerated women (n = 297). Resting-state networks were identified by applying group Independent Component Analysis to resting-state fMRI scans. We tested the association of psychopathic traits (PCL-R Factor 1 measuring interpersonal/affective psychopathic traits and PCL-R Factor 2 assessing lifestyle/antisocial psychopathic traits) to the three FNC measures. PCL-R Factor 1 scores were associated with increased low-frequency fluctuations in executive control and attentional networks, decreased high-frequency fluctuations in executive control and visual networks, and decreased intra-network FNC in default mode network. PCL-R Factor 2 scores were associated with decreased high-frequency fluctuations and default mode networks, and both increased and decreased intra-network functional connectivity in visual networks. Similar to previous analyses in incarcerated men, our results suggest that psychopathic traits among incarcerated women are associated with aberrant intra-network amplitude fluctuations and connectivity across multiple networks including limbic and surrounding paralimbic regions.
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Affiliation(s)
- Corey H. Allen
- The Mind Research Network, Albuquerque, NM, United States
| | | | - Bethany G. Edwards
- The Mind Research Network, Albuquerque, NM, United States
- Department of Psychology, University of New Mexico, Albuquerque, NM, United States
| | | | | | | | - Vince D. Calhoun
- Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, United States
- Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia Institute of Technology, Georgia State University, Emory University, Atlanta, GA, United States
- Department of Computer Science, Georgia State University, Atlanta, GA, United States
| | - Kent A. Kiehl
- The Mind Research Network, Albuquerque, NM, United States
- Department of Psychology, University of New Mexico, Albuquerque, NM, United States
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Gullapalli AR, Anderson NE, Yerramsetty R, Harenski CL, Kiehl KA. Quantifying the psychopathic stare: Automated assessment of head motion is related to antisocial traits in forensic interviews. Journal of Research in Personality 2021. [DOI: 10.1016/j.jrp.2021.104093] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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