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Janković M, Van Boxtel G, Bogaerts S. Violent Recidivism and Adverse Childhood Experiences in Forensic Psychiatric Patients With Impaired Intellectual Functioning. INTERNATIONAL JOURNAL OF OFFENDER THERAPY AND COMPARATIVE CRIMINOLOGY 2024; 68:1357-1379. [PMID: 36331105 PMCID: PMC11375903 DOI: 10.1177/0306624x221133013] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Accurate risk assessment and insight into which factors are associated with recidivism are essential for forensic correctional practice. Therefore, we investigated whether the Historical, Clinical, and Future-Revised (HKT-R [Historisch Klinisch Toekomst-Revised]) risk assessment instrument could predict violent recidivism over a 2-year follow-up period in forensic psychiatric patients with intelligence quotient (IQ) < 80. We refer to these patients as intellectually disabled (ID) and patients with IQ ≥ 80 as non-ID. Additionally, the associations of the 14 clinical HKT-R factors with ID versus non-ID group membership were investigated, as well as a possible moderating role of adverse childhood experiences (ACE) in these associations. The final sample encompassed 748 forensic psychiatric patients (15.9% were patients with ID) who were unconditionally released from highly secured Dutch forensic psychiatric institutions between 2004 and 2014. The results showed that the HKT-R total score (AUC = 0.705, 95% confidence interval [CI] [0.527, 0.882]) and the clinical domain (AUC = 0.733, 95% CI [0.579, 0.886]) had a large effect size for predictive validity for 2-year violent recidivism, while the future domain (AUC = 0.653, 95% CI [0.524, 0.781]) and the historical domain (AUC = 0.585, 95% CI [0.397, 0.772]) had a medium effect size for predictive validity for 2-year violent recidivism in ID patients. It was also found that lower levels of self-reliance and social skills were associated with ID, indicating that treatment should prioritize these skills. However, ACE was not associated with ID, nor did it moderate the associations of the clinical HKT-R factors with ID. This study contributes to the understanding of both risk assessment and treatment of forensic psychiatric patients with ID.
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Affiliation(s)
- Marija Janković
- Tilburg University, The Netherlands
- Fivoor Science and Treatment Innovation, Rotterdam, The Netherlands
| | | | - Stefan Bogaerts
- Tilburg University, The Netherlands
- Fivoor Science and Treatment Innovation, Rotterdam, The Netherlands
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Garritsen K, Janković M, Masthoff E, Caluwé ED, Bogaerts S. The Role of Dynamic Risk and Protective Factors in Predicting Violent Recidivism: Intellectual Ability as a Possible Moderator? INTERNATIONAL JOURNAL OF OFFENDER THERAPY AND COMPARATIVE CRIMINOLOGY 2024; 68:207-234. [PMID: 35227118 PMCID: PMC10773168 DOI: 10.1177/0306624x221079695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
This study investigated which risk and protective factors, based on the 14 clinical indicators of the Historical-Clinical-Future Revised, significantly predicted violent recidivism in a sample of 315 male forensic psychiatric patients. Additionally, it was investigated whether these associations were moderated by intellectual ability. Regarding risk factors, a stronger influence of risky network members, and higher levels of hostility, impulsivity, and addiction significantly predicted violent recidivism. Likewise, regarding protective factors, poorer social and labor skills, and a lower degree of patient's acceptance of crime responsibility were significant predictors of violent recidivism. Contrary to our expectations, better coping skills and more insight into risky behaviors that can lead to relapse also contributed significantly to an increased likelihood of violent recidivism. Intellectual ability had no significant moderating effect on the associations between the factors and violent recidivism. The results offer an insight into which factors need to be prioritized during treatment.
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Affiliation(s)
| | - Marija Janković
- Tilburg University, The Netherlands
- Fivoor Science and Treatment Innovation (FARID), Rotterdam, The Netherlands
| | - Erik Masthoff
- Fivoor Science and Treatment Innovation (FARID), Rotterdam, The Netherlands
| | | | - Stefan Bogaerts
- Tilburg University, The Netherlands
- Fivoor Science and Treatment Innovation (FARID), Rotterdam, The Netherlands
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Janković M, Van Boxtel G, Bogaerts S. Does sports participation affect the mediating role of impulsivity in the association between adverse childhood experiences and aggression? Front Psychol 2024; 14:1234910. [PMID: 38259561 PMCID: PMC10800594 DOI: 10.3389/fpsyg.2023.1234910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 12/18/2023] [Indexed: 01/24/2024] Open
Abstract
Introduction Adverse childhood experiences (ACEs) and self-reported aggression have often been associated, however, the mediating and moderating mechanisms underlying this association are not fully understood. In addition, less is known about potential factors that could serve as protection against the development of aggressive behavior. In this study, we investigated a moderated mediation model of sports participation and five impulsivity traits including positive and negative urgency, sensation seeking, and lack of premeditation and perseverance, in the association between ACEs and two forms of aggression. Methods and results The sample comprised 651 (68.5% females) individuals from a Dutch community ranging in age from 18 to 82 years (M = 34.08). Contrary to our expectations, sports participation did not affect the associations of ACEs, the five impulsivity traits, and reactive and proactive aggression, except the association between ACEs and lack of premeditation. Specifically, the detrimental effect of ACEs on the propensity to act without thinking, increases among individuals with lower levels of sports participation. In addition, it was also found that sports participation directly contributed to higher levels of sensation seeking. Finally, after controlling for sociodemographic variables, the positive association between ACEs and reactive aggression was significantly mediated by negative urgency, lack of perseverance, and lack of premeditation, while the positive association between ACEs and proactive aggression was significantly mediated by lack of premeditation and positive urgency. Conclusion The findings of this study add to the body of knowledge about the role of sports participation and impulsivity traits in the development of both forms of aggression, however, replication studies among multiple populations are needed before firm conclusions can be drawn.
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Affiliation(s)
- Marija Janković
- Department of Developmental Psychology, Tilburg University, Tilburg, Netherlands
- Fivoor Science and Treatment Innovation (FARID), Rotterdam, Netherlands
| | - Geert Van Boxtel
- Department of Cognitive Neuropsychology, Tilburg University, Tilburg, Netherlands
| | - Stefan Bogaerts
- Department of Developmental Psychology, Tilburg University, Tilburg, Netherlands
- Fivoor Science and Treatment Innovation (FARID), Rotterdam, Netherlands
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Koolschijn M, Janković M, Bogaerts S. The impact of childhood maltreatment on aggression, criminal risk factors, and treatment trajectories in forensic psychiatric patients. Front Psychiatry 2023; 14:1128020. [PMID: 38098623 PMCID: PMC10720334 DOI: 10.3389/fpsyt.2023.1128020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 11/17/2023] [Indexed: 12/17/2023] Open
Abstract
Introduction Children's development into healthy well-functioning adults can be negatively affected by adversity. Adverse childhood experiences (ACEs) have been shown to lead to a variety of poor life outcomes, ranging from mental health problems (e.g., anxiety or suicidality) through problematic health behaviors to serious physical diseases and even early death. ACEs can also make people more prone to aggressive behavior, criminality, and recidivism. In this study, we investigated the association between ACEs, specifically childhood maltreatment (CM), and forensically relevant factors; aggression, criminal risk factors, and treatment trajectories, as little is known about these associations in forensic psychiatric patients. Methods The study includes data derived from two studies in The Netherlands, of which the first study enrolled 128 patients residing in a Forensic Psychiatric Center (FPC) and the second study included 468 patients who were released unconditionally from FPCs between 2009 and 2013. We expected that more CM would be correlated with higher levels of aggression, higher clinical risk factor scores, and less decrease in clinical risk factor scores over time. To investigate this, we applied correlational analyses and linear growth curve modeling on risk assessment scores and self-report as well as staff report questionnaires on CM and aggression. Results Consistent with our first hypothesis, patients with higher CM scores also had higher aggression and risk assessment scores. The effect sizes were small to medium (0.12 to 0.34). Unexpectedly, CM did not influence the course of these treatment trajectories, however, we found that patients with histories of CM had a significantly longer length of stay in a forensic facility than patients without CM (respectively, 10.8 years and 9.3 years on average). Discussion This study underlines the importance of carefully examining the history of ACEs and CM in forensic psychiatric patients and considering this in forensic risk assessment and risk guided treatment. More research is needed to draw conclusions about whether and how histories of ACEs should be considered and targeted during treatment trajectories.
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Affiliation(s)
- Marijtje Koolschijn
- Fivoor Forensic Psychiatric Center (FPC) de Kijvelanden, Portugal, Netherlands
- Fivoor Science and Treatment Innovation (FARID), Rotterdam, Netherlands
| | - Marija Janković
- Fivoor Science and Treatment Innovation (FARID), Rotterdam, Netherlands
- Department of Developmental Psychology, Tilburg University, Tilburg, Netherlands
| | - Stefan Bogaerts
- Fivoor Forensic Psychiatric Center (FPC) de Kijvelanden, Portugal, Netherlands
- Fivoor Science and Treatment Innovation (FARID), Rotterdam, Netherlands
- Department of Developmental Psychology, Tilburg University, Tilburg, Netherlands
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Wesarg C, Van den Akker AL, Oei NY, Wiers RW, Staaks J, Thayer JF, Williams DP, Hoeve M. Childhood adversity and vagal regulation: A systematic review and meta-analysis. Neurosci Biobehav Rev 2022; 143:104920. [DOI: 10.1016/j.neubiorev.2022.104920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 10/05/2022] [Accepted: 10/17/2022] [Indexed: 11/05/2022]
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Bogaerts S, Garofalo C, De Caluwé E, Janković M. Grandiose and vulnerable narcissism, identity integration and self-control related to criminal behavior. BMC Psychol 2021; 9:191. [PMID: 34861899 PMCID: PMC8641202 DOI: 10.1186/s40359-021-00697-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 11/19/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Although systematic research on narcissism has been conducted for over 100 years, researchers have only recently started to distinguish between grandiose and vulnerable narcissism in relation to criminal behavior. In addition, there is some evidence suggesting that identity integration and self-control may underlie this association. Therefore, the present study aimed to develop a theory-driven hypothetical model that investigates the complex associations between grandiose and vulnerable narcissism, identity integration, self-control, and criminal behavior using structural equation modeling (SEM). METHODS The total sample (N = 222) included 65 (29.3%) individuals convicted of criminal behavior and 157 (70.7%) participants from the community, with a mean age of 37.71 years (SD = 13.25). Criminal behavior was a grouping variable used as a categorical outcome, whereas self-report questionnaires were used to assess grandiose and vulnerable narcissism, self-control, and identity integration. RESULTS The overall SEM model yielded good fit indices. Grandiose narcissism negatively predicted criminal behavior above and beyond the influence of identity integration and self-control. In contrast, vulnerable narcissism did not have a direct significant effect on criminal behavior, but it was indirectly and positively associated with criminal behavior via identity integration and self-control. Moreover, grandiose narcissism was positively, whereas vulnerable narcissism was negatively associated with identity integration. However, identity integration did not have a direct significant effect on criminal behavior, but it was indirectly and negatively associated with criminal behavior via self-control. Finally, self-control was, in turn, negatively related to criminal behavior. CONCLUSIONS We propose that both subtypes of narcissism should be carefully considered in clinical assessment and current intervention practices.
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Affiliation(s)
- S Bogaerts
- Department of Developmental Psychology, Tilburg University, P.O. Box 90153, 5000 LE, Tilburg, the Netherlands.
- Fivoor Science and Treatment Innovation (FARID), Rotterdam, the Netherlands.
| | - C Garofalo
- Department of Developmental Psychology, Tilburg University, P.O. Box 90153, 5000 LE, Tilburg, the Netherlands
- Fivoor Science and Treatment Innovation (FARID), Rotterdam, the Netherlands
| | - E De Caluwé
- Department of Developmental Psychology, Tilburg University, P.O. Box 90153, 5000 LE, Tilburg, the Netherlands
| | - M Janković
- Department of Developmental Psychology, Tilburg University, P.O. Box 90153, 5000 LE, Tilburg, the Netherlands
- Fivoor Science and Treatment Innovation (FARID), Rotterdam, the Netherlands
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Janković M, Masthoff E, Spreen M, de Looff P, Bogaerts S. A Latent Class Analysis of Forensic Psychiatric Patients in Relation to Risk and Protective Factors. Front Psychol 2021; 12:695354. [PMID: 34354640 PMCID: PMC8329083 DOI: 10.3389/fpsyg.2021.695354] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Accepted: 06/29/2021] [Indexed: 01/06/2023] Open
Abstract
Forensic psychiatric patients form a very heterogeneous population regarding psychopathology, criminal history, and risk factors for reoffending. Therefore, the present study aimed to investigate whether there are more homogeneous classes of forensic patients based on DSM-IV-TR Axis I and II diagnoses and previously committed offenses, by means of explorative latent class analysis (LCA). It was also investigated which risk and protective factors are significantly more prevalent in one class compared to other classes. The study sample contained 722 male forensic psychiatric patients who were unconditionally released between 2004 and 2014 from high-security forensic clinics. Data were retrospectively derived from electronic patient files. Five distinctive patient classes emerged: class with only Axis II diagnosis, class with multiple problems, antisocial class, psychotic class, and intellectually disabled class. These classes differed significantly in risk and protective factors. This study contributes to the understanding of patient classes and provides directions for future, class-tailored interventions.
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Affiliation(s)
- Marija Janković
- Department of Developmental Psychology, Tilburg University, Tilburg, Netherlands.,Fivoor Science and Treatment Innovation, Rotterdam, Netherlands
| | - Erik Masthoff
- Fivoor Science and Treatment Innovation, Rotterdam, Netherlands
| | - Marinus Spreen
- Department of Social Work, NHL Stenden University of Applied Sciences, Leeuwarden, Netherlands
| | - Peter de Looff
- Fivoor Science and Treatment Innovation, Rotterdam, Netherlands
| | - Stefan Bogaerts
- Department of Developmental Psychology, Tilburg University, Tilburg, Netherlands.,Fivoor Science and Treatment Innovation, Rotterdam, Netherlands
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Janković M, van Boxtel G, Masthoff E, Caluwé ED, Bogaerts S. The Long-Term Changes in Dynamic Risk and Protective Factors Over Time in a Nationwide Sample of Dutch Forensic Psychiatric Patients. Front Psychiatry 2021; 12:737846. [PMID: 34603110 PMCID: PMC8481688 DOI: 10.3389/fpsyt.2021.737846] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 08/05/2021] [Indexed: 11/13/2022] Open
Abstract
The long-term changes of dynamic risk and protective factors have rarely been studied in forensic psychiatric patients. We utilized a latent growth curve analysis to investigate trajectories of risk and protective factors over time in all 722 male forensic psychiatric patients who were unconditionally released between 2004 and 2014 from any of 12 Dutch forensic psychiatric centers (FPCs). The study covered the period from juridical observation until unconditional release. Moreover, we investigated whether these trajectories differ between patients depending on their psychiatric diagnosis namely substance use disorders (SUD), psychotic disorders, and cluster B personality disorders (PDs). In addition, we also investigated whether SUD may influence changes in risk and protective factors in a group of psychotic and cluster B PDs patients, respectively. Overall, findings suggest that all changes in dynamic risk and protective factors could be depicted by two phases of patients' stay in the FPCs. Specifically, most changes on dynamic risk and protective factors occurred at the beginning of treatment, that is, from the time of juridical assessment up to the time of unguided leave. Moreover, the moment of unguided leave could be considered the 'turning point' in the treatment of offenders. We also found that SUD and psychotic patients changed the most in the first phase of their stay, while cluster B PDs patients changed the most in the second phase. However, SUD did not modify changes in risk and protective factors in psychotic and cluster B PDs patients. These findings may help improve offender treatment and crime prevention strategies.
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Affiliation(s)
- Marija Janković
- Department of Developmental Psychology, Tilburg University, Tilburg, Netherlands.,Fivoor Science and Treatment Innovation (FARID), Rotterdam, Netherlands
| | - Geert van Boxtel
- Department of Cognitive Neuropsychology, Tilburg University, Tilburg, Netherlands
| | - Erik Masthoff
- Fivoor Science and Treatment Innovation (FARID), Rotterdam, Netherlands
| | - Elien De Caluwé
- Department of Developmental Psychology, Tilburg University, Tilburg, Netherlands
| | - Stefan Bogaerts
- Department of Developmental Psychology, Tilburg University, Tilburg, Netherlands.,Fivoor Science and Treatment Innovation (FARID), Rotterdam, Netherlands
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