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Kaufman CC, Vujanovic AA, Murphy JG, Rosmarin DH. The association between PTSD symptom clusters and religion/spirituality with alcohol use among first responders. J Psychiatr Res 2024; 176:304-310. [PMID: 38905763 DOI: 10.1016/j.jpsychires.2024.06.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 04/23/2024] [Accepted: 06/08/2024] [Indexed: 06/23/2024]
Abstract
Alcohol misuse and posttraumatic stress disorder (PTSD) co-occur at high rates among first responders (e.g., law enforcement, firefighters, paramedics), underscoring the need to better understand these relations to inform intervention efforts. Identifying malleable processes relevant to the association between PTSD and alcohol among first responders could inform tailored interventions. An example of such a malleable process is spirituality. As such, the current study examined the unique relationships between PTSD symptom clusters and alcohol misuse, while also accounting for the role of select demographics and religion/spirituality, in a sample of first responders. A national online sample of first responders (N = 320) completed measures of PTSD symptomology, alcohol misuse, religion/spirituality and demographics. Hierarchical linear regression analyses revealed that PTSD Intrusion (Cluster B) symptom severity was associated with greater alcohol misuse and PTSD Avoidance (Cluster C) was associated with lower alcohol misuse. Additionally, positive and negative spiritual coping were also associated with alcohol misuse. In the context of similar research among military samples, findings suggest potentially unique associations between PTSD symptom clusters and alcohol misuse among first responders. Additionally, findings highlight the potentially protective role of religion/spirituality in this population. Future research should explore nuanced relationships between PTSD symptom clusters and alcohol misuse as well as the salience of spirituality/religion in this unique population.
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Affiliation(s)
- Caroline C Kaufman
- Department of Psychiatry, Harvard Medical School, USA; Spirituality and Mental Health Program, McLean Hospital, USA.
| | - Anka A Vujanovic
- Department of Psychological & Brain Sciences, Texas A&M University, USA
| | | | - David H Rosmarin
- Department of Psychiatry, Harvard Medical School, USA; Spirituality and Mental Health Program, McLean Hospital, USA
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Mitchell KJ, O'Brien JE, Gewirtz-Meydan A. A Self-Assessment Tool for Helping Identify Police Burnout Among Investigators of Child Sexual Abuse Material. AJPM FOCUS 2024; 3:100245. [PMID: 39027403 PMCID: PMC11255110 DOI: 10.1016/j.focus.2024.100245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Abstract
Introduction Law enforcement professionals who investigate crimes involving child sexual abuse material face increased risk of mental health challenges, including burnout. This study aims to develop a data-driven self-assessment tool for law enforcement personnel exposed to child sexual abuse material. The tool assesses burnout symptoms and related mental health issues, offering a proactive approach to identifying and supporting individuals at risk. Methods A mixed-methods investigation involved 500 police investigators and forensic examiners across the U.S. The study utilized a convenience sample recruited through various channels connected with the National Criminal Justice Training Center. Results Twenty percent of participants exhibited high burnout. The Burnout Self-Assessment Tool demonstrated a sensitivity of 69.6% and specificity of 74.6% at a cut-off point ≥2, correctly classifying 73.6% of the sample. Individuals with scores ≥2 were 3.47 times more likely to be experiencing high burnout than peers with a score of zero, with increasing odds with each additional score. High burnout was associated with longer tenure in current positions. Conclusions The Burnout Self-Assessment Tool offers a short and simple self-assessment tool for law enforcement professionals exposed to child sexual abuse material, aiding in the early identification of burnout symptoms. A cut-off point ≥2 provides a data-driven strategy for identifying individuals at increased risk, promoting timely intervention and support to mitigate burnout's adverse effects on mental well-being and professional performance. The Burnout Self-Assessment Tool's sensitivity and specificity balance enhances its utility, providing a proactive approach to address the unique mental health challenges faced by law enforcement personnel combating crimes involving child sexual abuse material.
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Affiliation(s)
- Kimberly J. Mitchell
- Crimes against Children Research Center, University of New Hampshire, Durham, New Hampshire
| | - Jennifer E. O'Brien
- Crimes against Children Research Center, University of New Hampshire, Durham, New Hampshire
| | - Ateret Gewirtz-Meydan
- School of Social Work, Faculty of Social Welfare & Health Sciences, University of Haifa, Haifa, Israel
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3
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Choi BY, Min KB, Ryoo SW, Min JY. Risks of occupational mental disorders in Korean civil servants (2009-18). Occup Med (Lond) 2024; 74:370-377. [PMID: 38876984 DOI: 10.1093/occmed/kqae041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2024] Open
Abstract
BACKGROUND Previous studies have suggested that firefighters, police officers and civil servants in the education sector, particularly in Western countries, are vulnerable to mental stress and disorders; however, evidence for this association in South Korea is lacking. AIMS This study aimed to identify whether firefighters, police officers and teachers are at a higher risk for occupational mental health disorders. METHODS We used workers' compensation claims from civil servants (2009-18). Our target population comprised 46 209 civil servants (9009 civil servants in administrative and technical positions, 23 107 police officers, 4417 firefighters and 8676 civil servants in the educational sector). Occupational and environmental medicine physicians and medical doctors defined and confirmed mental disorders. We conducted Cox proportional hazards regression analyses to evaluate civil servants' risk of occupational mental health disorders. RESULTS Compared with the civil servants in administrative and technical positions, civil servants in the education sector (hazard ratio [HR] = 2.16; 95% confidence interval [CI]:1.65-2.84) showed a statistically significant increased risk of mental disorders; conversely, firefighters did not (HR = 0.80; 95% CI 0.51-1.27). Police officers had a significantly decreased mental disorder risk compared with civil servants in administrative and technical positions (HR = 0.17; 95% CI 0.11-0.25). CONCLUSIONS The risk of occupational mental health disorders was higher in civil servants in the education sector but lower in police officers and firefighters than civil servants in administrative and technical positions. Further studies on civil servants' mental health awareness are required to confirm our results.
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Affiliation(s)
- B-Y Choi
- Department of Preventive Medicine, College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - K-B Min
- Department of Preventive Medicine, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Institute of Health Policy and Management, Medical Research Center, Seoul National University, Seoul, Republic of Korea
| | - S-W Ryoo
- Department of Preventive Medicine, College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - J-Y Min
- Veterans Medical Research Institute, Veterans Health Service Medical Center, Seoul, Republic of Korea
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Rentmeesters N, Wynsberghe D, Hermans D. Development of a stepped care intervention model of evidence-based interventions for the management of posttraumatic stress in the Belgian Police. Eur J Psychotraumatol 2024; 15:1-12. [PMID: 38828913 PMCID: PMC11149569 DOI: 10.1080/20008066.2024.2349448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 04/21/2024] [Indexed: 06/05/2024] Open
Abstract
Background: Police officers are frequently exposed to a wide variety of potentially traumatic events (PTE) and are therefore at a considerable risk of developing posttraumatic stress disorder (PTSD). Previous research estimated the point prevalence of PTSD in Belgian police officers at 7.4%, significantly higher than in the general population. An effective organisational strategy to manage posttraumatic stress is essential.Objective: We aimed to develop a novel organisational approach regarding traumatic stress for Belgian police, combining evidence-based strategies for the prevention and treatment of posttraumatic stress in a stepped care intervention model.Method: In a broad development process, we combined scientific literature, case studies of best practices from other police organisations with insights gathered from a number of expert panels, thematic working groups and feedback groups.Results: A comprehensive stepped care intervention model was developed, consisting of evidence-based interventions for the prevention and treatment of posttraumatic stress.Conclusions: The intervention model is a promising organisational strategy for the management of posttraumatic stress in police organisations based on evidence-based interventions. Its effectiveness will be studied in the coming years.
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Affiliation(s)
- Nils Rentmeesters
- Psychological Medical Service, Federal Police, Brussels, Belgium
- Center for the Psychology of Learning and Experimental Psychopathology, KU Leuven, Leuven, Belgium
| | - Dirk Wynsberghe
- Psychological Medical Service, Federal Police, Brussels, Belgium
| | - Dirk Hermans
- Center for the Psychology of Learning and Experimental Psychopathology, KU Leuven, Leuven, Belgium
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Gewirtz-Meydan A, Mitchell KJ, O'Brien JE. Trauma behind the keyboard: Exploring disparities in child sexual abuse materials exposure and mental health factors among investigators and forensic examiners - A network analysis. CHILD ABUSE & NEGLECT 2024; 152:106757. [PMID: 38574600 DOI: 10.1016/j.chiabu.2024.106757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 02/27/2024] [Accepted: 03/18/2024] [Indexed: 04/06/2024]
Abstract
BACKGROUND Despite acknowledging the detrimental impact of child sexual abuse material (CSAM) exposure on the mental and physical well-being of investigators and forensic examiners, there is a need for comprehensive exploration into the complex relationship between CSAM exposure, its various dimensions, mental health (i.e., anxiety, depression, and PTSD), and burnout, as well as the presence of positive attitudes towards the job. OBJECTIVE To understand how CSAM exposure, mental health and burnout interconnect and cluster within distinct networks of police investigators and forensic examiners. PARTICIPANTS AND SETTING Police investigators and forensic examiners from across the United States who were exposed to CSAM as part of their professions (N = 470). METHODS Participants, recruited through connections with the National Criminal Justice Training Center, completed an anonymous online survey. RESULTS The network analysis revealed differences in centrality between investigators and forensic examiners, particularly in their associations with exposure factors and mental health variables. Edges invariance tests showed differences in the strength of these associations, with some factors being more strongly linked to PTSD avoidance symptoms among investigators and others among forensic examiners. Stability analyses suggested potentially greater heterogeneity among investigators, while both groups displayed high stability in other centrality indices. CONCLUSIONS This study contributes to our comprehension of the distinct experiences and challenges faced by CSAM investigators and forensic examiners, and specifically the nuanced disparities between CSAM investigators and forensic examiners in terms of their exposure to CSAM content and the associated mental health factors. These insights highlight the imperative need for tailored support mechanisms and interventions that can effectively address the unique challenges encountered by individuals working tirelessly in this critical field.
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Affiliation(s)
- Ateret Gewirtz-Meydan
- School of Social Work, Faculty of Social Welfare & Health Sciences, University of Haifa, Haifa, Israel. Agewirtz-@univ.haifa.ac.il
| | - Kimberly J Mitchell
- University of New Hampshire, Crimes against Children Research Center, Durham, NH, United States
| | - Jennifer E O'Brien
- University of New Hampshire, Crimes against Children Research Center, Durham, NH, United States; University of New Hampshire, Department of Social Work, United States
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State TM, Ouellette RR, Zaheer I, Zahn MR. Healthy educators need healthy schools: Supporting educator work-related well-being through multitiered systems of support. Sch Psychol 2024; 39:243-255. [PMID: 37561430 PMCID: PMC10971709 DOI: 10.1037/spq0000567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/11/2023]
Abstract
The COVID-19 pandemic has amplified preexisting challenges for educators as manifested in high rates of work-related stress and burnout, and educators leaving the profession in higher numbers than ever before. In this article, we highlight the urgency for work-related well-being supports for educators, with a particular focus on system changes. Individual self-care is necessary, yet insufficient. To this end, we recommend the use of a multitiered system of support framework to promote a supportive and balanced work environment for all educators, tailored to local needs. We provide a rationale for the use of a tiered model and give specific recommendations for implementation and sustainability of a continuum of supports for school-wide educator well-being. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Affiliation(s)
- Talida M. State
- Department of Teaching and Learning, Montclair State University
| | | | - Imad Zaheer
- Department of Psychology, St. John’s University
| | - Miranda R. Zahn
- Division of Counseling and Psychology in Education, University of South Dakota
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Christopher M, Bowen S, Witkiewitz K, Grupe D, Goerling R, Hunsinger M, Oken B, Korecki T, Rosenbaum N. A multisite feasibility randomized clinical trial of mindfulness-based resilience training for aggression, stress, and health in law enforcement officers. BMC Complement Med Ther 2024; 24:142. [PMID: 38575888 PMCID: PMC10993469 DOI: 10.1186/s12906-024-04452-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Accepted: 03/22/2024] [Indexed: 04/06/2024] Open
Abstract
BACKGROUND Law enforcement officers (LEOs) are exposed to significant stressors that can impact their mental health, increasing risk of posttraumatic stress disorder, burnout, at-risk alcohol use, depression, and suicidality. Compromised LEO health can subsequently lead to aggression and excessive use of force. Mindfulness training is a promising approach for high-stress populations and has been shown to be effective in increasing resilience and improving mental health issues common among LEOs. METHODS This multi-site, randomized, single-blind clinical feasibility trial was intended to establish optimal protocols and procedures for a future full-scale, multi-site trial assessing effects of mindfulness-based resilience training (MBRT) versus an attention control (stress management education [SME]) and a no-intervention control, on physiological, attentional, and psychological indices of stress and mental health. The current study was designed to enhance efficiency of recruitment, engagement and retention; optimize assessment, intervention training and outcome measures; and ensure fidelity to intervention protocols. Responsiveness to change over time was examined to identify the most responsive potential proximate and longer-term assessments of targeted outcomes. RESULTS We observed high feasibility of recruitment and retention, acceptability of MBRT, fidelity to assessment and intervention protocols, and responsiveness to change for a variety of putative physiological and self-report mechanism and outcome measures. CONCLUSIONS Results of this multi-site feasibility trial set the stage for a full-scale, multi-site trial testing the efficacy of MBRT on increasing LEO health and resilience, and on decreasing more distal outcomes of aggression and excessive use of force that would have significant downstream benefits for communities they serve. TRIAL REGISTRATION ClinicalTrials.gov, NCT03784846 . Registered on December 24th, 2018.
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Affiliation(s)
- Michael Christopher
- School of Graduate Psychology, Pacific University, 190 SE 8thAve, Suite 260, Hillsboro, OR, 97123, USA.
| | - Sarah Bowen
- School of Graduate Psychology, Pacific University, 190 SE 8thAve, Suite 260, Hillsboro, OR, 97123, USA
| | - Katie Witkiewitz
- Department of Psychology, University of New Mexico, 2001 Redondo S Dr, Albuquerque, NM, 87106, USA
| | - Daniel Grupe
- Center for Healthy Minds, University of Wisconsin Madison, 625 West Washington Ave, Madison, WI, 53703, USA
| | - Richard Goerling
- School of Graduate Psychology, Pacific University, 190 SE 8thAve, Suite 260, Hillsboro, OR, 97123, USA
| | - Matthew Hunsinger
- School of Graduate Psychology, Pacific University, 190 SE 8thAve, Suite 260, Hillsboro, OR, 97123, USA
| | - Barry Oken
- Department of Neurology, Oregon Center for Complementary and Alternative Medicine in Neurological Disorders, Oregon Health & Science University, 3181 Sam Jackson Park Road, Portland, OR, 97239, USA
| | - Tyrus Korecki
- Department of Psychology, University of California Los Angeles, 1285 Franz Hall, Los Angeles, CA, 90095, USA
| | - Nils Rosenbaum
- Behavioral Sciences Department, Albuquerque Police Department, 400 Rome, NW, Albuquerque, NM, 87102, USA
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Kaufman CC, McHugh RK, Drury M, Merrill JG, Rosmarin DH. Spirituality/Religion Among First Responders With and Without Posttraumatic Stress Disorder and Alcohol Misuse. J Dual Diagn 2024:1-12. [PMID: 38560884 DOI: 10.1080/15504263.2024.2330619] [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] [Indexed: 04/04/2024]
Abstract
Objective: To examine the co-occurrence of alcohol misuse and posttraumatic stress disorder (PTSD) and potential sources of coping (e.g., spirituality/religion) and clinically relevant variables among first responders (e.g., firefighters, law enforcement corrections officers, paramedics). Method: We assessed rates of independent and co-occurring alcohol misuse and PTSD among a national online sample of 320 first responders as well as the prevalence and salience of S/R, guilt, shame, moral injury, aspects of S/R, and treatment interest. Results: In our sample, 46.88% (n = 150) met criteria for comorbid alcohol misuse and probable PTSD and individuals with these comorbid conditions reported significantly greater negative religious coping, moral injury, and shame than all other diagnostic groups (i.e., independent alcohol misuse, independent PTSD, and neither). Correlations also revealed significant relationships between alcohol misuse and PTSD symptomatology with positive and negative religious coping, moral injury, shame, guilt, interest in treatment, and interest in spiritually integrated treatment. Conclusions: Findings highlight the high rates of independent and co-occurring alcohol misuse and PTSD among first responders as well as the salience of S/R in this population.
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Affiliation(s)
- Caroline C Kaufman
- Department of Psychiatry, Harvard Medical School, Belmont, Massachusetts, USA
- Spirituality and Mental Health Program, McLean Hospital, Belmont, Massachusetts, USA
| | - R Kathryn McHugh
- Department of Psychiatry, Harvard Medical School, Belmont, Massachusetts, USA
- McLean Hospital Stress, Anxiety, and Substance Use Laboratory, Belmont, Massachusetts, USA
| | - Mia Drury
- Spirituality and Mental Health Program, McLean Hospital, Belmont, Massachusetts, USA
| | - Julia G Merrill
- Department of Geriatrics, McLean Hospital, Belmont, Massachusetts, USA
| | - David H Rosmarin
- Department of Psychiatry, Harvard Medical School, Belmont, Massachusetts, USA
- Spirituality and Mental Health Program, McLean Hospital, Belmont, Massachusetts, USA
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9
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Santre S. Mental Disorders and Mental Health Promotion in Police Officers. Health Psychol Res 2024; 12:93904. [PMID: 38375073 PMCID: PMC10875161 DOI: 10.52965/001c.93904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 06/05/2023] [Indexed: 02/21/2024] Open
Abstract
The number of police officers suffering from mental illnesses is becoming a significant public health concern. Police officers are more likely to experience mental health problems than the general population. The use of effective mental health promotion programs can assist in reducing police officers' psychological problems. In this paper author reviews existing literature on mental disorders and mental health promotion among police officers. This review emphasizes the importance of mental health promotion and programs in improving police officers' well-being and decreasing mental disorders. The prevalence of mental disorders, risk factors, and negative consequences are explained. Furthermore, examples of programs or interventions to promote mental health, and recommendations for further study are presented. Therefore, this review could be useful in developing intervention program to support police officers' health.
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Affiliation(s)
- Siriporn Santre
- Faculty of Public Health, Department of Health Education and Behavioral Sciences Mahidol University
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10
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Mitchell KJ, Gewirtz-Meydan A, Finkelhor D, O'Brien JE, Jones LM. The mental health of officials who regularly examine child sexual abuse material: strategies for harm mitigation. BMC Psychiatry 2023; 23:940. [PMID: 38093256 PMCID: PMC10720046 DOI: 10.1186/s12888-023-05445-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 12/06/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND The current study aims to better understand the mental health and subjective well-being of investigators and forensic examiners exposed to child sexual abuse material (CSAM) by examining which components of this work are associated with elevated mental health conditions and decreased well-being, as well as the intra-personal and organizational variables that may mitigate harm and improve well-being. METHODS Police investigators, forensic examiners, and others connected with the criminal justice system from across the United States who were exposed to CSAM as part of their professions (N = 500) completed an anonymous online survey. Participants were recruited through connections with the National Criminal Justice Training Center. RESULTS Duration, frequency, amount, and content of CSAM exposure was not related to poorer mental health with the exception of exposure to violent CSAM which was related to elevated post-traumatic stress symptoms. Several agency-level practices and policies, such as the availability of an Officer Wellness Program and more frequently knowing the final case resolution, were related to better mental health and well-being. Harm mitigation strategies, such as talking to other officers investigating the case and taking breaks from the material being viewed, were also related to better mental health. CONCLUSIONS Findings indicate that police agencies have options for implementing agency-level procedures and practices that have the potential to reduce the negative impact of CSAM investigations. Additionally, many investigators use strategies that are correlated with greater well-being, suggesting opportunities for improving training programs.
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Affiliation(s)
- Kimberly J Mitchell
- Crimes against Children Research Center, University of New Hampshire, Durham, NH, 03824, USA.
| | - Ateret Gewirtz-Meydan
- School of Social Work, Faculty of Social Welfare & Health Sciences, University of Haifa, Haifa, Israel
| | - David Finkelhor
- Crimes against Children Research Center, University of New Hampshire, Durham, NH, 03824, USA
| | - Jennifer E O'Brien
- Crimes against Children Research Center, University of New Hampshire, Durham, NH, 03824, USA
- Department of Social Work, University of New Hampshire, Durham, New Hampshire, 03824, USA
| | - Lisa M Jones
- Crimes against Children Research Center, University of New Hampshire, Durham, NH, 03824, USA
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11
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Gewirtz-Meydan A, O'Brien JE, Mitchell KJ. Correlates of intimate relationship satisfaction among investigators of child sexual abuse material. Front Public Health 2023; 11:1237510. [PMID: 38026355 PMCID: PMC10661293 DOI: 10.3389/fpubh.2023.1237510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 10/23/2023] [Indexed: 12/01/2023] Open
Abstract
Introduction This study investigates correlates of intimate relationship satisfaction among investigators of child sexual abuse material (CSAM). Previous research has shown that exposure to CSAM content can negatively impact investigators' emotional wellbeing, but little is known about its association with their intimate relationships. Methods The study included 500 participants who were police investigators, forensic examiners, and other professionals connected with the criminal justice system in the United States that are exposed to CSAM as part of their profession. The study collected data through an anonymous survey administered via the Qualtrics online survey system. Results The findings reveal that higher levels of depressive symptoms and post-traumatic stress disorder are associated with lower relationship satisfaction among CSAM investigators. Additionally, group connectedness is positively related to relationship satisfaction for both men and women. Parent investigators also reported lower relationship satisfaction, suggesting unique challenges faced by this subgroup. Exposure to varying types of CSAM content was not significantly related to lower relationship satisfaction. This study highlights the association between depressive symptoms and PTSD with relationship satisfaction among CSAM investigators, emphasizing the role of group connectedness in promoting positive outcomes for both male and female investigators. Discussion Recognizing the association between depressive symptoms and PTSD with relationship satisfaction can guide interventions and support services for investigators, promoting group connectedness and addressing mental health concerns to enhance resilience and effectiveness in combating child exploitation.
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Affiliation(s)
- Ateret Gewirtz-Meydan
- School of Social Work, Faculty of Social Welfare & Health Sciences, University of Haifa, Haifa, Israel
| | - Jennifer E O'Brien
- Department of Social Work, University of New Hampshire, Durham, NH, United States
- Crimes Against Children Research Center, University of New Hampshire, Durham, NH, United States
| | - Kimberly J Mitchell
- Crimes Against Children Research Center, University of New Hampshire, Durham, NH, United States
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Lu YF, Petersen K. Effectiveness of psychological skills training for police personnel: a meta-analysis. Occup Environ Med 2023; 80:590-598. [PMID: 37739798 DOI: 10.1136/oemed-2023-109117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 09/01/2023] [Indexed: 09/24/2023]
Abstract
There has been an increasing interest in primary prevention programmes developed to improve police officers' mental health. This meta-analysis synthesised the existing findings on psychological skills training for police personnel including resilience training and mindfulness-based training. Particularly, this study systematically assessed the effectiveness of training programmes on mental health outcomes including resilience, depression, anxiety and perceived stress. A comprehensive search of EBSCO, ProQuest and Web of Science was conducted for studies written in English from 1999 to 2022. Two independent researchers screened 5604 studies. Eligible studies are intervention studies with controlled trials that involved training programmes to improve participants' mental health and reported at least one of the following outcomes: resilience, depression, anxiety and perceived stress. The meta-analysis estimated standardised mean differences (SMDs) for each of the four outcomes. A total of 12 studies, involving 2298 police personnel from 8 countries, met the criteria for inclusion and quality assessment. The training programmes of the eligible studies varied in training approaches, duration, total sessions and follow-up periods. The results suggest that training programmes have a statistically significant moderate effect on depression (SMD=-0.47, 95% CI=-0.73 to -0.22) and anxiety (SMD=-0.40, 95% CI=-0.73 to -0.06), while the effects on resilience (SMD=1.03, 95% CI=-0.36 to 2.41) and perceived stress (SMD=-1.03, 95% CI=-2.15 to 0.08) are not statistically significant. This study highlights the role of primary prevention approaches in supporting officers' mental health by showing that training programmes are effective in mitigating the risk of depression and anxiety.
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Affiliation(s)
- Yi-Fang Lu
- Criminology, Law and Society, George Mason University, Fairfax, Virginia, USA
| | - Kevin Petersen
- Criminology, Law and Society, George Mason University, Fairfax, Virginia, USA
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Kverno KS, White RT. Caring for a "Blue" Population: Addressing Priorities of the Officer Safety and Wellness Group in Nurse Practitioner Practice. J Psychosoc Nurs Ment Health Serv 2023; 61:13-18. [PMID: 37134279 DOI: 10.3928/02793695-20230424-05] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Increased public concern over policing and the psychological impact of trauma-associated events by first responders have highlighted a critical need to improve the availability of mental health and wellness resources for law enforcement officers. The national Officer Safety and Wellness Group prioritized mental health, alcohol use, fatigue, and body weight/poor nutrition as targets for safety and wellness initiatives. Departmental culture will need to change from silence and fear-driven hesitancy to a culture of openness and support. Increased education, openness, and support for mental health will likely reduce stigma and improve access to care. Psychiatric-mental health nurse practitioners and other advanced practice nurses who wish to work with law enforcement officers should be aware of the specific health risks and standards of care that are summarized in this article. [Journal of Psychosocial Nursing and Mental Health Services, 61(10), 13-18.].
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Strudwick J, Gayed A, Deady M, Haffar S, Mobbs S, Malik A, Akhtar A, Braund T, Bryant RA, Harvey SB. Workplace mental health screening: a systematic review and meta-analysis. Occup Environ Med 2023; 80:469-484. [PMID: 37321849 PMCID: PMC10423530 DOI: 10.1136/oemed-2022-108608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 03/30/2023] [Indexed: 06/17/2023]
Abstract
Workplaces are an important location for population mental health interventions. Screening to detect employees at risk of or experiencing mental ill health is increasingly common. This systematic review and meta-analysis examined the efficacy of workplace mental health screening programmes on employee mental health, work outcomes, user satisfaction, positive mental health, quality of life, help-seeking and adverse effects. PubMed, PsycINFO, EMBASE, CENTRAL, Global Index Medicus, Global Health and SciELO were searched (database inception-10 November 2022) and results screened by two independent reviewers. Controlled trials evaluating screening of workers' mental health as related to their employment were included. Random effects meta-analysis was performed to calculate pooled effect sizes for each outcome of interest. Grading of Recommendations Assessment, Development and Evaluation was conducted to evaluate the certainty of findings. Of the 12 328 records screened, 11 were included. These reported 8 independent trials collectively assessing 2940 employees. Results indicated screening followed by advice or referral was ineffective in improving employee mental health symptoms (n=3; d=-0.07 (95% CI -0.29 to 0.15)). Screening followed by facilitated access to treatment interventions demonstrated a small improvement in mental health (n=4; d=-0.22 (95% CI -0.42 to -0.02)). Limited effects were observed for other outcomes. Certainty ranged from low to very low. The evidence supporting workplace mental health screening programmes is limited and available data suggest mental health screening alone does not improve worker mental health. Substantial variation in the implementation of screening was observed. Further research disentangling the independent effect of screening alongside the efficacy of other interventions to prevent mental ill health at work is required.
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Affiliation(s)
- Jessica Strudwick
- Black Dog Institute, University of New South Wales, Randwick, New South Wales, Australia
| | - Aimee Gayed
- Black Dog Institute, University of New South Wales, Randwick, New South Wales, Australia
- Faculty of Medicine, University of New South Wales, Kensington, New South Wales, Australia
| | - Mark Deady
- Black Dog Institute, University of New South Wales, Randwick, New South Wales, Australia
- Faculty of Medicine, University of New South Wales, Kensington, New South Wales, Australia
| | - Sam Haffar
- Black Dog Institute, University of New South Wales, Randwick, New South Wales, Australia
| | - Sophia Mobbs
- Black Dog Institute, University of New South Wales, Randwick, New South Wales, Australia
| | - Aiysha Malik
- Department of Mental Health and Substance Use, World Health Organization, Geneve, Switzerland
| | - Aemal Akhtar
- School of Psychology, University of New South Wales, Sydney, New South Wales, Australia
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Taylor Braund
- Black Dog Institute, University of New South Wales, Randwick, New South Wales, Australia
- Faculty of Medicine, University of New South Wales, Kensington, New South Wales, Australia
| | - Richard A Bryant
- School of Psychology, University of New South Wales, Sydney, New South Wales, Australia
| | - Samuel B Harvey
- Black Dog Institute, University of New South Wales, Randwick, New South Wales, Australia
- Faculty of Medicine, University of New South Wales, Kensington, New South Wales, Australia
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McGrath MO, Krysinska K, Reavley NJ, Andriessen K, Pirkis J. Disclosure of Mental Health Problems or Suicidality at Work: A Systematic Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:ijerph20085548. [PMID: 37107827 PMCID: PMC10138519 DOI: 10.3390/ijerph20085548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 04/02/2023] [Accepted: 04/12/2023] [Indexed: 05/11/2023]
Abstract
Many adults experience mental health problems or suicidality. Mental health and suicidality are associated with stigma and discrimination. Little is known about disclosure of mental health or suicidality problems in workplaces and the role of stigma and discrimination in affecting disclosure. To address this gap, we conducted a systematic review following the PRISMA guidelines. Searches for peer-reviewed articles in MedLINE, CINAHL, Embase and PsycINFO identified 26 studies, including sixteen qualitative, seven quantitative and three mixed-methods studies. No studies were excluded based on quality assessment. All studies reported on mental health disclosure; none reported on disclosure of suicidal thoughts or behaviours. The narrative synthesis identified four overarching themes relating to disclosure of mental health problems in workplaces. Themes included beliefs about stigma and discrimination, workplace factors (including supports and accommodation), identity factors (including professional and personal identity, gender and intersectionality) and factors relating to the disclosure process (including timing and recipients), with all influencing disclosure decision making. Significantly, this review found that there is a gap in the existing literature relating to suicidality disclosure in workplaces, with none of the included studies investigating disclosure of suicidal thoughts and behaviours.
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Ponder WN, Carbajal J, Whitworth J, Schuman DL, Galusha JM, Yockey RA. Predictors of Suicide and Differences in Attachment Styles and Resilience Among Treatment-Seeking First-Responder Subtypes. J Occup Environ Med 2023; 65:321-329. [PMID: 36730737 DOI: 10.1097/jom.0000000000002750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
OBJECTIVE To identify the predictors of suicide for firefighters (FFs), emergency medical technicians (EMTs), and law enforcement officers (LEOs). METHODS We used baseline data from FFs/EMTs (n = 69) and LEOs (n = 81) to investigate the unique predictors for both first-responder subtypes. We conducted confirmatory factor analysis on validated assessments of posttraumatic stress disorder (PTSD) and depression. Measures of attachment, resilience, PTSD, depression, generalized anxiety, trauma history, and substance use were the independent variables in two backward stepwise regressions predicting suicide. RESULTS Substance use and somatic depression were significant predictors for LEOs, whereas affective depression, anhedonia, externalizing behaviors, trauma history, and generalized anxiety were significant predictors for FFs/EMTs. LIMITATIONS These data are cross-sectional and should be modeled longitudinally over the course of treatment. CONCLUSION Separate constructs influence suicide for LEOs and FFs/EMTs.
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Affiliation(s)
- Warren N Ponder
- From the One Tribe Foundation, Fort Worth, Texas (W.N.P.); Stephen F. Austin State University (J.C.); University of Central Florida (J.W.); University of Texas at Arlington (D.L.S.); Private Practice, Dallas Texas (J.M.G.); and University of North Texas Health Science Center (A.Y.)
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17
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Edwards B, Froehle AW, Fagan SE. Trends in Collegiate Student-Athlete Mental Health in the National College Health Assessment, 2011-2019. J Athl Train 2023; 58:361-373. [PMID: 37418561 PMCID: PMC11215639 DOI: 10.4085/1062-6050-0586.21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/09/2023]
Abstract
CONTEXT Recently, the athletic training community has paid increased attention to collegiate student-athlete mental health, mental health treatment-seeking behavior, and the effects of mental health factors on athletic and academic performance. Ongoing efforts to better educate and equip athletic trainers to help student-athletes in this regard should result in improved mental health-related outcomes. OBJECTIVE To examine changes in the mental health of student-athletes over the past decade compared with that of nonathlete students. DESIGN Cross-sectional study. SETTING Colleges and universities in the United States. PATIENTS OR OTHER PARTICIPANTS Varsity athletes (athletes; n = 54 479) and nonathlete students (nonathletes; n = 448 301) who completed the National College Health Assessment between 2011 and 2019. MAIN OUTCOME MEASURE(S) Surveys included responses (self-reported) to questions in 5 mental health-related categories: recent mental health symptoms, recent mental health diagnosis, mental health treatment-seeking behavior, receiving mental health information from the institution, and the recent effect of mental health factors on academic performance. RESULTS Athletes consistently described lower symptom and diagnosis rates compared with nonathletes, except for attempted suicide, substance abuse, and eating disorders. Rates of diagnosis increased over time in both groups but remained lower in athletes. Treatment-seeking behavior and openness to future treatment increased over time in both groups but remained lower in athletes. Athletes received more information on stress reduction, substance abuse, eating disorders, and handling distress or violence compared with nonathletes. Both groups received information more frequently over time. Athletes reported fewer academic effects, especially for depression and anxiety, but these effects grew over time in both groups. The effects of injuries and extracurricular activities on academic performance were greater in athletes than in nonathletes. CONCLUSIONS Athletes described overall lower levels of mental health symptoms, diagnoses, and academic effects compared with nonathletes. Whereas the rates in nonathletes climbed over the past decade, the rates in athletes broadly remained flat or climbed less rapidly. Increasingly positive attitudes toward treatment were encouraging, but the deficit in athletes relative to nonathletes persisted. Ongoing efforts of athletic trainers to educate athletes and guide them to mental health resources are needed to continue, or better yet to accelerate, the observed positive trends in information dissemination and treatment-seeking behavior.
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Affiliation(s)
- Brian Edwards
- Department of Kinesiology and Health, Wright State University, Dayton, OH
| | - Andrew W. Froehle
- Department of Kinesiology and Health, Wright State University, Dayton, OH
- Department of Orthopaedic Surgery, Wright State University, Dayton, OH
| | - Siobhan E. Fagan
- Department of Kinesiology and Health, Wright State University, Dayton, OH
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Cogan N, McGibbon M, Gardiner A, Morton L. Understanding the Mental Health Impacts of the COVID-19 Pandemic on Railway Workers: Risks and Protective Factors. J Occup Environ Med 2023; 65:172-183. [PMID: 36109012 PMCID: PMC9897125 DOI: 10.1097/jom.0000000000002711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVE Railway workers have provided an essential service throughout the COVID-19 pandemic. This study explored the effects of COVID-19 on the mental well-being of railway workers (N = 906) in the United Kingdom during the third lockdown period. METHOD The online survey included measures of COVID-19-related risk factors (perceived risk, stress, burnout, trauma) and protective factors (resilience coping, team resilience, general help seeking) associated with mental well-being. Responses were analyzed using multiple regression and content analysis. RESULTS COVID-19-related risk factors negatively predicted well-being. Higher scores on adaptive resilience, intentions to seek help, and team resilience significantly predicted higher mental well-being scores. Mental health decline throughout the COVID-19 pandemic and concerns for the future were reported. CONCLUSIONS Building a resilient railway workforce requires attention to staff mental well-being and to ensuring that support systems are robust and accessible.
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Gibson R, Whealin JM, Dasaro CR, Udasin IG, Crane M, Moline JM, Harrison DJ, Luft BJ, Todd AC, Schechter C, Lowe SM, Feder A, Pietrzak RH. Prevalence and correlates of suicidal ideation in World Trade Center responders: Results from a population-based health monitoring cohort. J Affect Disord 2022; 306:62-70. [PMID: 35283182 DOI: 10.1016/j.jad.2022.03.011] [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: 01/03/2022] [Revised: 03/02/2022] [Accepted: 03/07/2022] [Indexed: 11/16/2022]
Abstract
BACKGROUND Suicidal ideation (SI) is an early risk factor for suicide among disaster responders. To date, however, no known study has examined the prevalence, and pre-, peri-, and post-disaster risk correlates of SI in World Trade Center (WTC) responders, one of the largest disaster response populations in U.S. METHODS The prevalence, and pre-, peri- and post-event correlates of SI were assessed in a population-based health monitoring cohort of 14,314 police responders and 16,389 non-traditional responders (e.g., construction workers) who engaged in response, recovery, and clean-up efforts following the 9/11/2001 terrorist attacks on the WTC. Multivariable analyses were conducted to identify correlates and individual psychiatric symptoms associated with SI in each group. RESULTS A total 12.5% of non-traditional and 2.2% of police WTC responders reported SI. Depression, functional impairment, alcohol use problems, and lower family support while working at the WTC site were associated with SI in both groups of responders. Symptom-level analyses revealed that three symptoms accounted for approximately half of the variance in SI for both groups-feeling bad about oneself, or that one has let down oneself or family; feeling down, depressed, or hopeless; and sense of foreshortened future (44.7% in non-traditional and 71% in police). LIMITATIONS Use of self-report measures and potentially limited generalizability. CONCLUSIONS SI is prevalent in WTC disaster responders, particularly non-traditional responders. Post-9/11 psychiatric symptoms reflecting guilt, shame, hopelessness, and associated functional impairment are most strongly linked to SI, suggesting that interventions targeting these factors may help mitigate suicide risk in this population.
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Affiliation(s)
- Rachel Gibson
- Department of Psychology, University of the Hawaii at Hilo, HI, USA.
| | - Julia M Whealin
- VA Pacific Islands Health Care Center, Honolulu, HI, USA; Department of Psychiatry, John A. Burns School of Medicine, Manoa, HI, USA
| | - Christopher R Dasaro
- Department of Environmental Medicine and Public Health, Icahn School of Medicine, New York, NY, USA
| | - Iris G Udasin
- Environmental and Occupational Health Sciences Institute (EOHSI) Clinical Center, Rutgers University, Piscataway, NJ, USA
| | - Michael Crane
- Department of Environmental Medicine and Public Health, Icahn School of Medicine, New York, NY, USA
| | - Jacqueline M Moline
- Department of Occupational Medicine, Epidemiology and Prevention, Northwell Health, Rego Park, NY, USA
| | | | | | - Andrew C Todd
- Department of Environmental Medicine and Public Health, Icahn School of Medicine, New York, NY, USA
| | - Clyde Schechter
- Department of Family and Social Medicine, Albert Einstein College of Medicine at Yeshiva University, Bronx, NY, USA
| | - Sandra M Lowe
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Adriana Feder
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Robert H Pietrzak
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA; U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, VA Connecticut Healthcare System, West Haven, CT, USA; Department of Social and Behavioral Sciences, Yale School of Public Health, New Haven, CT, USA
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Abstract
Police officers play an important role in protecting the community. During the COVID-19 pandemic, their role has posed a serious threat to their physical and psychological health and well-being. This study was designed to assess the prevalence of anxiety, depression, PTSD and compassion fatigue in police officers and to identify the factors that predict COVID-19-related physical and mental well-being. As part of a regular health surveillance programme, 3863 police officers recorded their physical exposure to COVID-19 and the extent to which COVID-19 had affected their psychological well-being. The study provides suggestions on developing evidence-based well-being interventions for policing.
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21
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Mitchell KJ, Gewirtz-Meydan A, O'Brien J, Finkelhor D. Practices and Policies Around Wellness: Insights From the Internet Crimes Against Children Task Force Network. Front Psychiatry 2022; 13:931268. [PMID: 35795031 PMCID: PMC9251118 DOI: 10.3389/fpsyt.2022.931268] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 05/23/2022] [Indexed: 11/20/2022] Open
Abstract
This article aims to understand what practices and training Internet Crimes Against Children (ICAC) Task Forces and affiliated agencies are currently using to help mitigate distress and promote wellbeing among investigators of child sexual abuse material (CSAM). Data were collected via telephone interviews with Commanders of 54 ICAC Task Forces as well as an online survey of 155 investigators at ICAC-affiliated agencies. Sixty-two percent of respondents said their agency had an Officer Wellness Program. Findings highlighted considerable gaps in protective practices with 46.1% of respondents mentioning the need for more wellness resources in their agency for personnel who have viewed CSAM as a high priority. Stigma created by help-seeking was the most widely acknowledged barrier discussed in relation to police wellness. A large and salient problem was the persistent lack of wellness practices in the affiliated agencies in comparison to the Task Forces themselves. Exposure to CSAM can be a source of stress for personnel and the results indicate concern about the problem and a diffusion of proactive initiatives, but barriers and inconsistent adoption remain.
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Affiliation(s)
- Kimberly J Mitchell
- Crimes Against Children Research Center, University of New Hampshire, Durham, NH, United States
| | - Ateret Gewirtz-Meydan
- Faculty of Social Welfare and Health Sciences, School of Social Work, University of Haifa, Haifa, Israel
| | - Jennifer O'Brien
- Department of Social Work, University of New Hampshire, Durham, NH, United States
| | - David Finkelhor
- Crimes Against Children Research Center, University of New Hampshire, Durham, NH, United States
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22
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Nedelcea C, Ciorbea ID, Vasile DL, Ionescu Ș, Papasteri C, Letzner RD, Cosmoiu A, Georgescu T. The structure of PTSD. Development of the Post Traumatic Symptom scale from a clinician-based perspective. Eur J Psychotraumatol 2022; 13:2066455. [PMID: 35957630 PMCID: PMC9359187 DOI: 10.1080/20008198.2022.2066455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
BACKGROUND Nations marked by a Marxist-Leninist ideology have suffered greatly due to a culture of abuse emphasized by the absolute absence of psychology, thus contributing to a diminished ability in recognizing the consequences of traumatic experiences. OBJECTIVE To improve the assessment of the presence and severity of posttraumatic stress disorder (PTSD) in such a cultural context, our paper aimed at developing an alternative self-report measure for PTSD - the Post Traumatic Symptom Scale (PTSs), developed by clinicians with wide relevant expertise, based on the natural language people use to describe its subjective experience. This research used multiple samples consistent with the corresponding objectives. Mokken Scale Analysis and the Classical Test Theory were both employed. The proposed scale was tested against five competing PTSD models, whilst also investigating the symptoms' clusters in two different samples by using, to our knowledge, a network analysis approach for the first time. METHOD The results indicated excellent psychometric properties regarding internal consistency and temporal reliability, as well as convergent and discriminant validity. The results of MSA showed that the scale fully conforms to the assumptions of the monotone homogeneity model, interpreted as positive evidence for its use in clinical purposes. The factor analyses pointed that the newer models outperformed the standard DSM-5 model, with bifactor models displaying better fit indexes than second-order models. Finally, a distinct pattern of symptom activation in the high-risk group (i.e. first-responders) was found, bringing support for symptoms overlapping between PTSD and affective disorders, thus reinforcing the idea of bridge symptoms which has significant clinical implications. RESULTS This study presents an alternative sound instrument for measuring PTSD symptomatology focused on how people naturally describe their subjective experiences. Theoretical and practical implications are discussed alongside limitations. HIGHLIGHTS The construction of PTSs encompasses cultural trauma and one's subjective experience.PTSs was tested against the five major competing models of PTSD.Network analyses suggest different patterns in a student sample vs. a first-responders one, with the accent on the negative alterations in cognitions and mood (NACM) model.
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