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Barua PD, Vicnesh J, Lih OS, Palmer EE, Yamakawa T, Kobayashi M, Acharya UR. Artificial intelligence assisted tools for the detection of anxiety and depression leading to suicidal ideation in adolescents: a review. Cogn Neurodyn 2022:1-22. [PMID: 36467993 PMCID: PMC9684805 DOI: 10.1007/s11571-022-09904-0] [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: 05/09/2022] [Revised: 09/26/2022] [Accepted: 10/17/2022] [Indexed: 11/24/2022] Open
Abstract
Epidemiological studies report high levels of anxiety and depression amongst adolescents. These psychiatric conditions and complex interplays of biological, social and environmental factors are important risk factors for suicidal behaviours and suicide, which show a peak in late adolescence and early adulthood. Although deaths by suicide have fallen globally in recent years, suicide deaths are increasing in some countries, such as the US. Suicide prevention is a challenging global public health problem. Currently, there aren't any validated clinical biomarkers for suicidal diagnosis, and traditional methods exhibit limitations. Artificial intelligence (AI) is budding in many fields, including in the diagnosis of medical conditions. This review paper summarizes recent studies (past 8 years) that employed AI tools for the automated detection of depression and/or anxiety disorder and discusses the limitations and effects of some modalities. The studies assert that AI tools produce promising results and could overcome the limitations of traditional diagnostic methods. Although using AI tools for suicidal ideation exhibits limitations, these are outweighed by the advantages. Thus, this review article also proposes extracting a fusion of features such as facial images, speech signals, and visual and clinical history features from deep models for the automated detection of depression and/or anxiety disorder in individuals, for future work. This may pave the way for the identification of individuals with suicidal thoughts.
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Affiliation(s)
- Prabal Datta Barua
- School of Management and Enterprise, University of Southern Queensland, Springfield, Australia
| | - Jahmunah Vicnesh
- Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore, Singapore
| | - Oh Shu Lih
- Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore, Singapore
| | - Elizabeth Emma Palmer
- Discipline of Pediatric and Child Health, School of Clinical Medicine, University of New South Wales, Kensington, Australia
- Sydney Children’s Hospitals Network, Sydney, Australia
| | - Toshitaka Yamakawa
- Department of Computer Science and Electrical Engineering, Kumamoto University, Kumamoto, Japan
| | - Makiko Kobayashi
- Department of Computer Science and Electrical Engineering, Kumamoto University, Kumamoto, Japan
| | - Udyavara Rajendra Acharya
- Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore, Singapore
- School of Science and Technology, Singapore University of Social Sciences, Singapore, Singapore
- Department of Bioinformatics and Medical Engineering, Asia University, Taizhong, Taiwan
- International Research Organization for Advanced Science and Technology (IROAST), Kumamoto University, Kumamoto, Japan
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Espelage DL, Boyd RC, Renshaw TL, Jimerson SR. Addressing Youth Suicide Through School-Based Prevention and Postvention: Contemporary Scholarship Advancing Science, Practice, and Policy. SCHOOL PSYCHOLOGY REVIEW 2022. [DOI: 10.1080/2372966x.2022.2069958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Sale E, Sandhu AS, VonDras S. Effectiveness of a Continuity-of-Care Model to Reduce Youth Suicidality. CRISIS 2021; 43:486-492. [PMID: 34463537 DOI: 10.1027/0227-5910/a000818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Background: Suicidal ideation and recent suicide attempts greatly increase the risk of suicide among youth. Many youth experiencing suicidality are not adequately connected to in-person treatment. Aims: This study aimed to determine the efficacy of a continuity-of-care approach in reducing suicide attempts, ideation, and related hospital and emergency department (ED) visits among youth at high risk for suicide. Method: Data on suicidal ideation, attempts, and related hospital and ED visits were collected over a 6-month period for youth under age 25 (n = 376). One-way repeated measures ANOVA and Cochran's Q tests assessed change from intake at the 3- and 6-month follow-up. Results: Youth had significantly fewer suicide attempts and related hospital and ED visits at both 3- and 6-month timepoints. Suicidal ideation decreased to 52% from intake to 6-month follow-up. Limitations: This study lacked a comparison population to examine continuity-of-care versus treatment-as-usual. Furthermore, the study did not extend beyond 6 months, limiting the ability to assess the intervention's long-term effectiveness. Conclusion: This youth-focused continuity-of-care model reduced suicidal ideation and related behaviors. Further studies should utilize control groups to confirm the validity of these results.
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Affiliation(s)
- Elizabeth Sale
- Missouri Institute of Mental Health, University of Missouri, St. Louis, MO, USA
| | | | - Shannon VonDras
- Missouri Institute of Mental Health, University of Missouri, St. Louis, MO, USA
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Gaiha SM, Salisbury TT, Usmani S, Koschorke M, Raman U, Petticrew M. Effectiveness of arts interventions to reduce mental-health-related stigma among youth: a systematic review and meta-analysis. BMC Psychiatry 2021; 21:364. [PMID: 34294067 PMCID: PMC8296649 DOI: 10.1186/s12888-021-03350-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 06/29/2021] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Educational interventions engage youth using visual, literary and performing arts to combat stigma associated with mental health problems. However, it remains unknown whether arts interventions are effective in reducing mental-health-related stigma among youth and if so, then which specific art forms, duration and stigma-related components in content are successful. METHODS We searched 13 databases, including PubMed, Medline, Global Health, EMBASE, ADOLEC, Social Policy and Practice, Database of Promoting Health Effectiveness Reviews (DoPHER), Trials Register of Promoting Health Interventions (TRoPHI), EPPI-Centre database of health promotion research (Bibliomap), Web of Science, PsycINFO, Cochrane and Scopus for studies involving arts interventions aimed at reducing any or all components of mental-health-related stigma among youth (10-24-year-olds). Risk of bias was assessed using the Effective Public Health Practice Project (EPHPP) Quality Assessment Tool for Quantitative Studies. Data were extracted into tables and analysed using RevMan 5.3.5. RESULTS Fifty-seven studies met our inclusion criteria (n = 41,621). Interventions using multiple art forms are effective in improving behaviour towards people with mental health problems to a small effect (effect size = 0.28, 95%CI 0.08-0.48; p = 0.007) No studies reported negative outcomes or unintended harms. Among studies using specific art forms, we observed high heterogeneity among intervention studies using theatre, multiple art forms, film and role play. Data in this review are inconclusive about the use of single versus multiple sessions and whether including all stigma components of knowledge, attitude and behaviour as intervention content are more effective relative to studies focused on these stigma components, individually. Common challenges faced by school-based arts interventions included lack of buy-in from school administrators and low engagement. No studies were reported from low- and middle-income countries. CONCLUSION Arts interventions are effective in reducing mental-health-related stigma to a small effect. Interventions that employ multiple art forms together compared to studies employing film, theatre or role play are likely more effective in reducing mental-health-related stigma.
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Affiliation(s)
- Shivani Mathur Gaiha
- Indian Institute of Public Health- Hyderabad, Public Health Foundation of India, Hyderabad, India. .,Department of Public Health, Environments and Society, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK. .,Department of Pediatrics, Division of Adolescent Medicine, Stanford School of Medicine, Stanford University, Palo Alto, USA.
| | - Tatiana Taylor Salisbury
- grid.13097.3c0000 0001 2322 6764Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King’s College, London, UK
| | - Shamaila Usmani
- grid.8991.90000 0004 0425 469XCentre for Global Mental Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Mirja Koschorke
- grid.13097.3c0000 0001 2322 6764Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King’s College, London, UK
| | - Usha Raman
- grid.18048.350000 0000 9951 5557Department of Communication, Sarojini Naidu School of Arts & Communication, University of Hyderabad, Hyderabad, India
| | - Mark Petticrew
- grid.8991.90000 0004 0425 469XDepartment of Public Health, Environments and Society, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK
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Taking Youth Suicide Prevention to the Schools: Pilot Evaluation of School-Based Clinician Outcomes and Perspectives of a Multi-Modal Program Including Post-Training Online Consultations for Management of Ongoing Suicide Risk. PSYCHIATRY INTERNATIONAL 2020. [DOI: 10.3390/psychiatryint1010002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
School-based youth-specific suicide prevention and early intervention initiatives are presently underdeveloped. The current study conducted a pilot evaluation of a multi-modal suicide prevention training program for school-based social workers, ‘Management of Youth Suicidality Training for Schools’ (MYSTS). The program comprised a two-day workshop and six fortnightly post-workshop webinar online consultations. Participants were 36 social workers (years’ experience M = 11.23, SD = 8.29) employed by the Department of Education in Tasmania, Australia. Outcomes were self-rated confidence, competence, and knowledge of self-harm in young people, and attitudes toward suicide prevention and suicide-related behaviors. Exploratory quantitative results indicated significant improvements with large effect sizes for participants’ self-reported competence (d = 1.33), and confidence (d = 1.29) to identify and respond therapeutically to youth suicidality following the workshop. Confidence remained significantly higher than baseline following the online consultations (d = 0.90). Qualitative analysis of online supervision consultations indicated key themes of accessibility, communication and information sharing, and clinical management. Participants endorsed the MYSTS package as well-presented, with relevant topics, and effective learning activities. This study highlights the need for continued supervisory or implementation support to practitioners following suicide prevention training initiatives and suggests web-based teleconference technology as a feasible strategy for this. Further evaluation of the MYSTS package, including a suitable comparison or control condition, is indicated.
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Reynolds WM, Mazza JJ. Assessment of Suicidal Ideation in Inner-City Children and Young Adolescents: Reliability and Validity of the Suicidal Ideation Questionnaire-JR. SCHOOL PSYCHOLOGY REVIEW 2019. [DOI: 10.1080/02796015.1999.12085945] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Eckert TL, Miller DN, DuPaul GJ, Riley-Tillman TC. Adolescent Suicide Prevention: School Psychologists' Acceptability of School-Based Programs. SCHOOL PSYCHOLOGY REVIEW 2019. [DOI: 10.1080/02796015.2003.12086183] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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What is in It for Them? Understanding the Impact of a 'Support, Appreciate, Listen Team' (SALT)-Based Suicide Prevention Peer Education Program on Peer Educators. SCHOOL MENTAL HEALTH 2018; 10:462-476. [PMID: 30464779 PMCID: PMC6223997 DOI: 10.1007/s12310-018-9264-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Youth suicide is a public health problem in India, and young people in school, particularly adolescents, experience heavy psychological burden. Prevention programs, involving peer educators (PEs), have proved useful strategies to address this problem, but their impact on the PEs is less understood, particularly in India. This qualitative study aims to explore the changes observed in PE students who were involved in a ‘mindfulness’ and ‘Support-Appreciate-Listen–Team’ (SALT)-based peer education program to address suicidal behavior in Indian school students. One hundred and fourteen students were trained as PEs in six high schools in Pune to identify and respond to the needs of students in distress. By listening to the narratives of the PEs, their parents, school authorities, and the associated NGO team, we reflect on perceived social, emotional, behavioral, and cognitive changes in PEs. The PEs demonstrated enhanced caring for those in distress both inside and outside school by improved listening skills, self-awareness, care, and empathy. Furthermore, the program had a positive impact on their broad emotional intelligence and PEs expressed increased ownership of life, taking action, and seeking support where needed. The study concludes that mindfulness and SALT-based peer education (PE) programs are valuable for the PEs. This could be used to motivate PEs to volunteer in such programs. Other results are discussed and further research areas are suggested.
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Abstract
AbstractBully-victim problems at school may have negative effects on students' mental health. Adolescents (N = 845) attending schools in South Australia anonymously answered questionnaires that included a measure of suicidal ideation. Student involvement in bully-victim problems at school and the emotional reaction to being viaimised by peers were also examined. Self-report but not peer nomination indicated that high levels of peer victimisation and relatively ineffective coping responses were independently and significantly associated with suicidal ideation. Implications for school policies and practices to address the issue of youth suicide are discussed.
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Cotter P, Kaess M, Corcoran P, Parzer P, Brunner R, Keeley H, Carli V, Wasserman C, Hoven C, Sarchiapone M, Apter A, Balazs J, Bobes J, Cosman D, Haring C, Kahn JP, Resch F, Postuvan V, Värnik A, Wasserman D. Help-seeking behaviour following school-based screening for current suicidality among European adolescents. Soc Psychiatry Psychiatr Epidemiol 2015; 50:973-82. [PMID: 25656270 DOI: 10.1007/s00127-015-1016-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2014] [Accepted: 01/27/2015] [Indexed: 10/24/2022]
Abstract
PURPOSE To screen and clinically interview European adolescents reporting current suicidality (suicidal ideation and suicide attempt) and investigate attendance at the clinical interview. METHODS The Saving and Empowering Young Lives in Europe (SEYLE) Project was carried out in 11 European countries. A baseline questionnaire was completed in school by 12,395 adolescents (mean age 14.9; SD 0.9). Those who screened positive for suicidality (attempting suicide and/or serious suicidal ideation or plans) in the past 2 weeks were invited to a clinical interview with a mental health professional. RESULTS Of the 12,395 adolescents, 4.2 % (n = 516) screened positive for current suicidality. The prevalence ranged from 1.1 % in Hungary to 7.7 % in Israel (p < 0.001). 37.6 % (n = 194) of those who screened positive subsequently attended the clinical interview. Female students were more likely to attend for interview (42.0 % versus 30.6 %, p = 0.010). The attendance rate varied considerably across countries, from 5.7 % in Italy to 96.7 % in France (p < 0.001). Improved attendance was associated with using school as the only interview setting (Mean attendance rate, MAR = 88 vs. 31 %, p = 0.006) and arranging the interview within 1 week of contacting the student (MAR = 64 vs. 23 %, p = 0.013). The greater the travel time to interview, the lower the attendance rate (Pearson's r = -0.64, p = 0.034). Independent of the variation by country, at the individual level, adolescents with more depressive symptoms and a recent suicide attempt more often attended for interview. CONCLUSION A high rate of current suicidality was found amongst European adolescents. However, the majority of these displayed limited help-seeking behaviour. Future studies should investigate ways of making screening programmes and other interventions more acceptable and accessible to young people, especially young males.
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Affiliation(s)
- Pádraig Cotter
- National Suicide Research Foundation, University College Cork, Western Gateway Building, Room 4.28, Cork, Ireland,
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Klimes-Dougan B, Klingbeil DA, Meller SJ. The impact of universal suicide-prevention programs on the help-seeking attitudes and behaviors of youths. CRISIS 2014; 34:82-97. [PMID: 23261908 DOI: 10.1027/0227-5910/a000178] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
BACKGROUND While the ultimate goal of adolescent suicide-prevention efforts is to decrease the incidence of death by suicide, a critical intermediary goal is directing youths toward effective sources of assistance. AIM To comprehensively review the universal prevention literature and examine the effects of universal prevention programs on student's attitudes and behaviors related to help-seeking. METHOD We systematically reviewed studies that assessed help-seeking outcomes including prevention efforts utilizing (1) psychoeducational curricula, (2) gatekeeper training, and (3) public service messaging directed at youths. Of the studies reviewed, 17 studies evaluated the help-seeking outcomes. These studies were identified through a range of sources (e.g., searching online databases, examining references of published articles on suicide prevention). RESULTS The results of this review suggest that suicide-prevention programming has a limited impact on help-seeking behavior. Although there was some evidence that suicide-prevention programs had a positive impact on students' help-seeking attitudes and behaviors, there was also evidence of no effects or iatrogenic effects. Sex and risk status were moderators of program effects on students help-seeking. CONCLUSIONS Caution is warranted when considering which suicidal prevention interventions best optimize the intended goals. The impact on adolescents' help-seeking behavior is a key concern for educators and mental-health professionals.
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Affiliation(s)
- Bonnie Klimes-Dougan
- Department of Psychology and Psychiatry at the University of Minnesota, Minneapolis, MN 55455, USA.
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Maples MF, Packman J, Abney P, Daugherty RF, Casey JA, Pirtle L. Suicide by Teenagers in Middle School: A Postvention Team Approach. JOURNAL OF COUNSELING AND DEVELOPMENT 2011. [DOI: 10.1002/j.1556-6678.2005.tb00361.x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Lilienfeld SO, Ammirati R, David M. Distinguishing science from pseudoscience in school psychology: science and scientific thinking as safeguards against human error. J Sch Psychol 2011; 50:7-36. [PMID: 22386075 DOI: 10.1016/j.jsp.2011.09.006] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2011] [Revised: 09/21/2011] [Accepted: 09/21/2011] [Indexed: 10/15/2022]
Abstract
Like many domains of professional psychology, school psychology continues to struggle with the problem of distinguishing scientific from pseudoscientific and otherwise questionable clinical practices. We review evidence for the scientist-practitioner gap in school psychology and provide a user-friendly primer on science and scientific thinking for school psychologists. Specifically, we (a) outline basic principles of scientific thinking, (b) delineate widespread cognitive errors that can contribute to belief in pseudoscientific practices within school psychology and allied professions, (c) provide a list of 10 key warning signs of pseudoscience, illustrated by contemporary examples from school psychology and allied disciplines, and (d) offer 10 user-friendly prescriptions designed to encourage scientific thinking among school psychology practitioners and researchers. We argue that scientific thinking, although fallible, is ultimately school psychologists' best safeguard against a host of errors in thinking.
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King KA, Strunk CM, Sorter MT. Preliminary effectiveness of surviving the teens(®) suicide prevention and depression awareness program on adolescents' suicidality and self-efficacy in performing help-seeking behaviors. THE JOURNAL OF SCHOOL HEALTH 2011; 81:581-590. [PMID: 21831072 DOI: 10.1111/j.1746-1561.2011.00630.x] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
BACKGROUND Suicide ranks as the third leading cause of death among youth aged 15-24 years. Schools provide ideal opportunities for suicide prevention efforts. However, research is needed to identify programs that effectively impact youth suicidal ideation and behavior. This study examined the immediate and 3-month effect of Surviving the Teens® Suicide Prevention and Depression Awareness Program on students' suicidality and perceived self-efficacy in performing help-seeking behaviors. METHODS High school students in Greater Cincinnati schools were administered a 3-page survey at pretest, immediate posttest, and 3-month follow-up. A total of 1030 students participated in the program, with 919 completing matched pretests and posttests (89.2%) and 416 completing matched pretests and 3-month follow-ups (40.4%). RESULTS Students were significantly less likely at 3-month follow-up than at pretest to be currently considering suicide, to have made a suicidal plan or attempted suicide during the past 3 months, and to have stopped performing usual activities due to feeling sad and hopeless. Students' self-efficacy and behavioral intentions toward help-seeking behaviors increased from pretest to posttest and were maintained at 3-month follow-up. Students were also more likely at 3-month follow-up than at pretest to know an adult in school with whom they felt comfortable discussing their problems. Nine in 10 (87.3%) felt the program should be offered to all high school students. CONCLUSIONS The findings of this study lend support for suicide prevention education in schools. The results may be useful to school professionals interested in implementing effective suicide prevention programming to their students.
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Affiliation(s)
- Keith A King
- Health Promotion and Education Program, University of Cincinnati, OH 45221-0068, USA.
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15
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Stein BD, Kataoka SH, Hamilton AB, Schultz D, Ryan G, Vona P, Wong M. School personnel perspectives on their school's implementation of a school-based suicide prevention program. J Behav Health Serv Res 2010; 37:338-49. [PMID: 19291410 PMCID: PMC3711023 DOI: 10.1007/s11414-009-9174-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2008] [Accepted: 02/07/2009] [Indexed: 10/21/2022]
Abstract
Youth suicide is a national public health priority, with policymakers highlighting schools as an ideal setting in which to deliver suicide prevention programs. Over the past decade, the number of schools implementing such programs has grown substantially, yet little is known about how successfully such programs are being implemented. This study examines the implementation of a district-wide suicide prevention program through key informant interviews with school personnel. Schools with higher rates of implementing district protocols for at-risk students had an organized system to respond to at-risk students, a process for effectively responding to students who were at-risk for suicide, and strong administrative support. In contrast, schools that had lower rates of implementing district protocols relied on a handful of individuals for suicide prevention activities and had limited administrative support. Attention to organizational factors leading to successful implementation of school-based suicide prevention programs may enhance the role of schools in national adolescent suicide prevention efforts.
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Affiliation(s)
- Bradley D. Stein
- University of Pittsburgh 4570 Fifth Avenue, Suite 600 Pittsburgh, PA 15213 Phone: (412) 683-2300 x4476 Fax: (412) 682-2800
| | - Sheryl H. Kataoka
- Division of Child and Adolescent Psychiatry UCLA Semel Institute 10920 Wilshire Boulevard, Suite 300 Los Angeles, CA 90024 Phone: (310) 794-3727 Fax: (310) 794-3724
| | - Alison B. Hamilton
- UCLA 1640 S. Sepulveda Blvd., Suite 200 Los Angeles, CA 90025 Phone: 310-267-5421 Fax: 310-473-7885
| | - Dana Schultz
- RAND Corporation 4570 Fifth Avenue, Suite 600 Pittsburgh, PA 15213 Phone: (412) 683-2300 x4613 Fax: (412) 683-2800
| | - Gery Ryan
- RAND Corporation 1776 Main Street Santa Monica, CA 90407 Phone: (412) 683-2300 x4613
| | - Pamela Vona
- UCLA Health Services Research Center 10920 Wilshire Blvd. Suite 300 Los Angeles, CA 90024 (310) 825-0495
| | - Marleen Wong
- Crisis Counseling and Intervention Services Los Angeles Unified School District 333 South Beaudry, 20 Floor Los Angeles, CA 90017 Phone: (213) 241-2174 Fax: (213) 241-6816
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Zagar RJ, Bartikowski B, Zagar AK, Busch KG, Stark R. Accepted Legal Applications of Actuarial Testing and Delinquency Interventions: Examples of Savings in Real-Life Situations. Psychol Rep 2009; 104:339-62. [DOI: 10.2466/pr0.104.1.339-362] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Violent crime, especially by youth, is an increasing and costly problem. Zagar and colleagues have described five empirical studies in which youths' and adults' risks were identified and used to predict commission of homicide. The samples were more representative of the most violent modern urban delinquents than samples in previous research from smaller cities. From Zagar and colleagues' results, it is clear that the use of actuarial personality and probation–parole tests to identify at-risk individuals and target treatments to their needs would allow organizations to reduce loss of life and improve quality of life and economic and social well-being. The current article first provides a brief review of the situations in which the courts already accept the use of actuarial personality and probation-parole tests. Following that are several representations of the costs and benefits of broader application of testing and treatment in schools, universities, and workplaces. Finally, a specific proposal for generalized screening is proposed in a city of 3 million, with estimates of lives saved and costs reduced.
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Affiliation(s)
- Robert John Zagar
- Consultant to Juvenile Division of the Circuit Court of Cook County, Illinois
| | | | | | - Kenneth G. Busch
- Former Consultant to U.S. Department of Health and Human Services
| | - Randall Stark
- Rusin, Maciorowski, & Friedman Attorneys at Law, Chicago, Illinois
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Sexual Minority Youth Perspectives on the School Environment and Suicide Risk Interventions: A Qualitative Study. ACTA ACUST UNITED AC 2008. [DOI: 10.1300/j367v04n01_06] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Reis C, Cornell D. An Evaluation of Suicide Gatekeeper Training for School Counselors and Teachers. ACTA ACUST UNITED AC 2008. [DOI: 10.5330/psc.n.2010-11.386] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Kataoka S, Stein BD, Nadeem E, Wong M. Who gets care? Mental health service use following a school-based suicide prevention program. J Am Acad Child Adolesc Psychiatry 2007; 46:1341-1348. [PMID: 17885576 DOI: 10.1097/chi.0b013e31813761fd] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To examine symptomatology and mental health service use following students' contact with a large urban school district's suicide prevention program. METHOD In 2001 school district staff conducted telephone interviews with 95 randomly selected parents approximately 5 months following their child's contact with the district's suicide prevention program, a School Gatekeeper Training model. Parents provided information regarding service use, their child's depressive symptoms (using the Diagnostic Interview Schedule for Children Predictive Scale, Depression module), and their perceptions of their child's need for services. Information about the crisis intervention was abstracted from a standardized assessment form. RESULTS More than two thirds of students received school or community mental health services following contact with the suicide prevention program. Depressive symptoms, but not past year suicide attempt, predicted community mental health service use. Latino students had lower rates of community mental health service use than non-Latinos. School-based service use did not differ by student characteristics including race/ethnicity. CONCLUSIONS Most students identified by a school-based suicide prevention program received follow-up care, although Latinos were less likely to access services outside the school. School-based mental health services may be an important way in which underserved populations at risk of suicide can receive care.
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Affiliation(s)
- Sheryl Kataoka
- Drs. Kataoka and Nadeem are with the University of California, Los Angeles; Dr. Stein is with the RAND Corporation and Western Psychiatric Institute and Clinic, University of Pittsburgh; and Dr. Wong is with the Los Angeles Unified School District.
| | - Bradley D Stein
- Drs. Kataoka and Nadeem are with the University of California, Los Angeles; Dr. Stein is with the RAND Corporation and Western Psychiatric Institute and Clinic, University of Pittsburgh; and Dr. Wong is with the Los Angeles Unified School District
| | - Erum Nadeem
- Drs. Kataoka and Nadeem are with the University of California, Los Angeles; Dr. Stein is with the RAND Corporation and Western Psychiatric Institute and Clinic, University of Pittsburgh; and Dr. Wong is with the Los Angeles Unified School District
| | - Marleen Wong
- Drs. Kataoka and Nadeem are with the University of California, Los Angeles; Dr. Stein is with the RAND Corporation and Western Psychiatric Institute and Clinic, University of Pittsburgh; and Dr. Wong is with the Los Angeles Unified School District
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20
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Shek DTL. Conceptual framework underlying the development of a positive youth development program in Hong Kong. Int J Adolesc Med Health 2006; 18:303-14. [PMID: 17068912 DOI: 10.1515/ijamh.2006.18.3.303] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The conceptual framework governing the development of a positive youth development program in Hong Kong is outlined. Based on a thorough literature review on: a) risk factors, protective factors and adolescent resilience; b) adolescent developmental assets; c) deficits-based and assets-based models on adolescent development; d) models on positive youth development programs and e) ecological models, 15 positive youth development constructs covered in this project are presented. The following assertions are maintained in the present positive youth development program: ecological assertion, change assertion, holistic assertion, developmental assets assertion, risk factors assertion, protective factors assertion, positive youth development assertion, positive youth development constructs assertion, integration assertion, and evidence-based assertion.
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Affiliation(s)
- Daniel T L Shek
- Social Welfare Practice and Research Centre, Department of Social Work, The Chinese University of Hong Kong, Shatin.
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21
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Eckert TL, Miller DN, Riley-Tillman TC, DuPaul GJ. Adolescent suicide prevention: Gender differences in students' perceptions of the acceptability and intrusiveness of school-based screening programs. J Sch Psychol 2006. [DOI: 10.1016/j.jsp.2006.05.001] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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22
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Williams RJ, Connolly D. Does learning about the mathematics of gambling change gambling behavior? PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2006; 20:62-8. [PMID: 16536666 DOI: 10.1037/0893-164x.20.1.62] [Citation(s) in RCA: 67] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The present research examined the influence of improved knowledge of odds and mathematical expectation on the gambling behavior of university students. A group of 198 students in an introductory statistics class received instruction on probability theory using examples from gambling. A comparison group of 134 students received generic instruction on probability, and another group of 138 students in classes on unrelated topics received no mathematical instruction. Students receiving the intervention demonstrated superior ability to calculate gambling odds as well as resistance to gambling fallacies 6 months after the intervention. Unexpectedly, this improvement in knowledge and skill was not associated with any decreases in actual gambling behavior. The implication of this research is that enhanced mathematical knowledge on its own may be insufficient to change gambling behavior.
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Affiliation(s)
- Robert J Williams
- School of Health Sciences, University of Lethbridge, Lethbridge, AB, Canada.
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23
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Scherff AR, Eckert TL, Miller DN. Youth suicide prevention: a survey of public school superintendents' acceptability of school-based programs. Suicide Life Threat Behav 2005; 35:154-69. [PMID: 15843333 DOI: 10.1521/suli.35.2.154.62874] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
From a random sample of members of the 2000-2001 membership directory of the American Association of School Administrators (AASA), public school administrators' acceptability ratings of three school-based programs for the prevention of adolescent suicide were examined. A total of 210 (46%) respondents examined a description of a suicide prevention program and completed a measure designed to evaluate the acceptability of suicide prevention programs. Three suicide prevention programs were evaluated for their acceptability, and included: (a) school-wide curriculum-based programs presented to students; (b) in-service presentations to school staff; and (c) self-report screening programs for students. The results indicated that superintendents rated the staff in-service training and curriculum-based programs as significantly more acceptable than the school-wide screening program. In addition, the school-wide screening program was rated as significantly more intrusive by school psychologists than the staff in-service training or curriculum-based prevention programs. Limitations of the study and future research directions are discussed.
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Affiliation(s)
- Andrew R Scherff
- Department of Psychology, Syracuse University, Syracuse, NY 13244, USA
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24
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Nickerson AB, Zhe EJ. Crisis prevention and intervention: A survey of school psychologists. PSYCHOLOGY IN THE SCHOOLS 2004. [DOI: 10.1002/pits.20017] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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25
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Scouller KM, Smith DI. Prevention of youth suicide: how well informed are the potential gatekeepers of adolescents in distress? Suicide Life Threat Behav 2002; 32:67-79. [PMID: 11931012 DOI: 10.1521/suli.32.1.67.22182] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Australia has one of the higher rates of suicide among young people. Although a role for doctors and teachers in the prevention of youth suicide has been suggested, no prior Australian study has assessed adequately the level of suicide knowledge held by these professionals. Knowledge about adolescent suicide was investigated using the Adolescent Suicide Behaviour Questionnaire, a 39-item instrument developed for the purpose. The stratified random sample comprised 404 general practitioners and 481 teachers from 56 secondary schools. General practitioners and teachers scored, on average, 71% and 59% of the questionnaire items correct, respectively. There was wide individual variability: The number of items correct ranged from 4 to 38 for general practitioners and 0 to 34 for teachers. Strengths and deficits in knowledge across the two professions are discussed in terms of the potential gatekeeping role of these professionals in suicide prevention.
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Affiliation(s)
- Kylie M Scouller
- Mental Health Services for Kids and Youth, Mid West Team, Flemington, Victoria, Australia
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26
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Eggert LL, Thompson EA, Randell BP, Pike KC. Preliminary effects of brief school-based prevention approaches for reducing youth suicide--risk behaviors, depression, and drug involvement. JOURNAL OF CHILD AND ADOLESCENT PSYCHIATRIC NURSING 2002; 15:48-64. [PMID: 12083753 DOI: 10.1111/j.1744-6171.2002.tb00326.x] [Citation(s) in RCA: 62] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
PROBLEM Few empirically tested, school-based, suicide-prevention programs exist. The purpose of this study was to evaluate the postintervention efficacy of Counselors-CARE (C-CAST) and Coping and Support Training (CAST) vs. "usual care" controls for reducing suicide risk. METHODS A randomized prevention trial; 341 potential dropouts, 14 to 19 years old, from seven high schools (52% female, 56% minorities) participated. Trend analyses using data from three time points assessed over time changes. FINDINGS Significant decreases occurred for all youth in suicide-risk behaviors, depression, and drug involvement. Intervention-specific effects occurred for decreases in depression. CONCLUSIONS School-based prevention approaches are feasible and show promise for reducing suicidal behaviors and related depression.
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Affiliation(s)
- Leona L Eggert
- Psychosocial and Community Health, University of Washington School of Nursing, Seattle, USA.
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27
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Mazza JJ, Eggert LL. Activity involvement among suicidal and nonsuicidal high-risk and typical adolescents. Suicide Life Threat Behav 2002; 31:265-81. [PMID: 11577912 DOI: 10.1521/suli.31.3.265.24251] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The purpose of this study was to compare weekly activities among four groups of randomly selected high-risk and typical high school students: (1) potential dropouts at suicide risk, (2) typical youth at suicide risk, (3) potential dropouts not at suicide risk, and (4) typical youth not at suicide risk. Of the 1,286 participants, 39.4% of the high-risk and 30.1% of typical high school students screened in at suicide risk. Weekly activity comparisons across the four groups showed that suicide-risk adolescents, regardless of potential dropout status, engaged in more solitary activities on weekdays and weekends than did their nonsuicide risk peers. High-risk potential dropout youth engaged in less homework and more social activities during weekdays and weekends than did the typical high school students. These results provide important insight into the weekly activity involvement of at-risk youth while helping to gain a better understanding of suicide-risk adolescents. Implications of these findings are discussed for identifying youth at risk for suicidal behavior and for prevention programming.
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Affiliation(s)
- J J Mazza
- Department of Educational Psychology, University of Washington, Seattle 98195-3600, USA.
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28
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Mazza VJ, Reynolds WM. An investigation of psychopathology in nonreferred suicidal and nonsuicidal adolescents. Suicide Life Threat Behav 2002; 31:282-302. [PMID: 11577913 DOI: 10.1521/suli.31.3.282.24245] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
This investigation examined self-reported psychopathology in a school-based sample of 456 suicidal and nonsuicidal adolescents. The sample consisted of four groups: three at-risk for suicidal behavior based on current suicidal ideation as assessed by the Suicidal Ideation Questionnaire (SIQ; Reynolds, 1988), past suicide attempts, or both; and one nonsuicidal comparison group. Psychopathology was examined using ten scales from the Adolescent Psychopathology Scale (APS; Reynolds, 1998a) including: Major Depression, Conduct Disorder, Substance Abuse, Schizophrenia, Adjustment Disorder, Anorexia Nervosa, Borderline Personality Disorder, Obsessive-Compulsive Personality Disorder, Schizotypal Personality Disorder, and Avoidant Personality Disorder. Analyses were conducted separately for males and females using a MANOVA design that examined psychopathology severity among the four groups. Adolescents who engaged in past or current suicidal behavior had higher psychopathology severity scores compared to their nonsuicidal peers. Males with current suicidal thoughts who had attempted suicide had the highest levels of psychopathology severity compared to males in the other three groups. Females with a past suicide attempt or current suicidal ideation had higher psychopathology severity scores compared to nonsuicidal females. Results show greater psychopathology in school-based adolescents who have engaged in past and/or current suicidal behavior. The need for clinicians and mental health professionals working with at-risk youth to focus on concurrent psychopathology along with suicidal behavior is discussed.
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Affiliation(s)
- V J Mazza
- Department of Educational Psychology at the University of Washington, Seattle 98195-3600, USA.
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29
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Randell BP, Eggert LL, Pike KC. Immediate post intervention effects of two brief youth suicide prevention interventions. Suicide Life Threat Behav 2001; 31:41-61. [PMID: 11326768 DOI: 10.1521/suli.31.1.41.21308] [Citation(s) in RCA: 63] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
This study evaluated the immediate postintervention effects of two brief suicide prevention protocols: a brief interview--Counselors CARE (C-CARE)--and C-CARE plus a 12-session Coping and Support Training (CAST) peer-group intervention. Subjects were students "at risk" of high school dropout and suicide potential in Grades 9-12 from seven high schools (N = 341). Students were assigned randomly to C-CARE plus CAST, C-CARE only, or "intervention as usual." The predicted patterns of change were assessed using trend analyses on data available from three repeated measures. C-CARE and CAST led to increases in personal control, problem-solving coping, and perceived family support. Both C-CARE plus CAST and C-CARE only led to decreases in depression, and to enhanced self-esteem and family goals met. All three groups showed equivalent decreases in suicide risk behaviors, anger control problems, and family distress.
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Affiliation(s)
- B P Randell
- Reconnecting Youth Prevention Research Program, Psychosocial and Community Health Department, University of Washington School of Nursing, Box 357263, Seattle, WA 98195, USA.
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30
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Thompson EA, Eggert LL, Randell BP, Pike KC. Evaluation of indicated suicide risk prevention approaches for potential high school dropouts. Am J Public Health 2001; 91:742-52. [PMID: 11344882 PMCID: PMC1446664 DOI: 10.2105/ajph.91.5.742] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVES This study evaluated the efficacy of 2 indicated preventive interventions, postintervention and at 9-month follow-up. METHODS Drawn from a pool of potential high school dropouts, 460 youths were identified as being at risk for suicide and participated in 1 of 3 conditions randomly assigned by school: (1) Counselors CARE (C-CARE) (n = 150), a brief one-to-one assessment and crisis intervention; (2) Coping and Support Training (CAST) (n = 155), a small-group skills-building and social support intervention delivered with C-CARE; and (3) usual-care control (n = 155). Survey instruments were administered pre-intervention, following C-CARE (4 weeks), following CAST (10 weeks), and at a 9-month follow-up. RESULTS Growth curve analyses showed significant rates of decline in attitude toward suicide and suicidal ideation associated with the experimental interventions. C-CARE and CAST, compared with usual care, also were effective in reducing depression and hopelessness. Among females, reductions in anxiety and anger were greater in response to the experimental programs. CAST was most effective in enhancing and sustaining personal control and problem-solving coping for males and females. CONCLUSIONS School-based, indicated prevention approaches are feasible and effective for reducing suicidal behaviors and related emotional distress and for enhancing protective factors.
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Affiliation(s)
- E A Thompson
- Reconnecting Youth Prevention Research Program, Psychosocial and Community Health, Campus Box 357263, University of Washington School of Nursing, Seattle, WA 98195-7263, USA.
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31
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Abstract
OBJECTIVE To provide clinicians with current information to assist in their consultations to schools on 4 major topics that are unique to the school environment and of serious concern to educators: absenteeism, disciplinary referrals, retention (non-promotion), and dropping out. METHOD Computer literature searches and the major journals of the various school disciplines were used to identify empirically based articles with sound methodology. Information on each of the 4 issues is presented as general characteristics, characteristics of psychopathology, prevention and treatment, and implications for consultation. RESULTS Findings are largely general, with little specific information on level of intelligence, learning disorders, psychopathology, or family stressors. Students under each topic have varied presentations. However, many pupils with absenteeism, disciplinary referrals, or retention appear to be characterized by chronic and serious academic and/or behavior problems, all of which can predate dropping out. CONCLUSIONS Considerable research is still needed on all 4 school issues, especially psychopathology. Nevertheless, consultants can reasonably first help schools to identify students at risk for the 4 outcomes, followed by appropriate screening/evaluation to indicate more clearly their true intervention needs. The ongoing process can further educate school staff about psychiatric disorders in their most problematic students.
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Affiliation(s)
- R E Mattison
- Department of Psychiatry, State University of New York at Stony Brook 11794-8790, USA.
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32
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Finn CA. Treating Adolescent Depression: A Review of Intervention Approaches. INTERNATIONAL JOURNAL OF ADOLESCENCE AND YOUTH 2000. [DOI: 10.1080/02673843.2000.9747856] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2022] Open
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33
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Wodrich DL, Landau S. School psychologists: strategic allies in the contemporary practice of primary care pediatrics. Clin Pediatr (Phila) 1999; 38:597-606. [PMID: 10544866 DOI: 10.1177/000992289903801005] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Immense changes in the developmental/behavioral aspects of primary care pediatrics have resulted from revisions in special education laws, introduction of managed care, widened dissemination of information about disabilities to parents, and the changing character of American society. Challenges associated with contemporary pediatric practice can be diminished by routine collaboration with school psychologists. An alliance with school-based psychologists permits pediatricians access to children in their natural environments and potential collaboration for preventing illness and emotional/behavior problems. Further, school psychologists can provide a partner for assessing and treating both common and low-incident disorders without the constraints imposed by managed care.
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Affiliation(s)
- D L Wodrich
- Department of Psychology, Illinois State University, Normal 61701-4620, USA
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