Risk Assessment for suicide behaviour
Notice bibliographique
Résumé
This is an audio-visual about risk assessment of suicide behavior. Part 1. Reformulating the concept of RISK and a New instrument for assessment: Risk assessment is an important clinical responsibility, which can be ‘life-saving’. Literature on risk factors has become voluminous; however a traditional risk assessment does not take into account the most relevant factors. This reflects the prevailing conceptualization of risk, which has not been fully and completely tied to clinical outcomes. Psychopathology is currently understood in biopsychosocial terms. A more progressive conceptualization of risk should consider the interplay of both, risk and protective factors. The present work proposes a model of risk assessment depending upon ‘trait’ risk and ‘state’ risk factors. The joint impact of such risk is evaluated against protective factors. It conceptualizes that risk consists of several domains and each of these domains contribute to causation of suicidal ideation. These domains are biological, psychological, social-environmental, spiritual & protective. The present study examined the utilization of a new structured clinical interview called the Scale for Impact of Suicidality Management, Assessment and Planning of Care (SIS-MAP). SIS-MAP ratings were evaluated against a group of incoming psychiatric patients over a 6-month period. Participants consist of adult male and female patients at RMHC, St.Thomas, Canada, studied between February and August 2008. Preliminary analysis supported that the SIS-MAP is a valid and reliable tool to determine the level of psychiatric care needed for adults with suicidal ideation. Clinical cut-off scores were established from the observed mean differences in the patients’ total scores and level of care needed. A canonical discriminant function analysis was conducted in order to evaluate whether SIS-MAP total scores were predictive of admission. The analysis resulted in a total 74.0% of original grouped cases were correctly classified. (Wilks Lambda = .749, p<0.001). The specificity of the scale (correctly identifying individuals who did not require admission) was 78.1% while the sensitivity of the scale (correctly identifying individuals who required admission) was 66.7%. The false positive rate was 33.3% while 21.9% of cases resulted in a false negative. The measure also demonstrated moderate-high inter-rater reliability (between 0.70 and .81 (X= .76), N=20, p<. 001). Part 2. Background [Technical report presented in APA 2009] Strategies to improve risk assessment Suicide remains to be a distinct global public health problem and the no reduction in rate of suicide continues to be a major concern of the governments of many countries. It highlights common policy directions that appear to speak directly to the practice and/or educational needs of mental health professional and juxtaposes these against the realities of their practice and educational needs. (i) Initiatives to reduce access to lethal means; (ii) Improve surveillance systems; and iii) Training for caregivers to improve delivery of effective treatments. It is argued that the suicide policy literature should consider replacing ‘improving surveillance systems’ with ‘improving the ability and capacity of professionals to engage with people who are suicidal’. Lastly, the suicide policy literature might consider refining the policy direction on additional training to indicate the need for additional post-graduate (post-basic) education and training in care of the person with suicidal tendencies, which includes dialectical behavioral therapy; the work emanating from the University of Toronto; and the skills, attitudes, and knowledge perhaps captured with the terms, engagement, co-presenting, and inspiring hope. Health policy-makers and experts on mental health and suicidal behavior from 36 Member States in the WHO European Region discussed current evidence on, practices in and targets and settings for suicide prevention, and formulated recommendations for preventive strategies. The Meeting was part of the preparations for the WHO European Ministerial Conference on Mental Health, to be held in Helsinki, Finland in January 2005. 1. The prevention of suicide and attempted suicide requires a public health approach. The burden of suicide is so large that prevention could be considered the responsibility of an entire government, under the leadership of the health ministry. 2. Suicide-prevention programmes are needed and should consider specific interventions for different groups at risk (such as elderly people and new parents), allocate tasks to different sectors (such as education, labor and social affairs) and be evaluated. 3. Health-care professionals, especially in the emergency services, should be trained in the effective identification of suicide risk and proactive collaboration with mental health services. 4. Both health professionals and the general public should be educated about suicide as early as possible, with a focus on both risk and protective factors. 5. Policy-oriented research on and evaluation of suicide prevention programmes is needed. 6. The mass media should be involved in suicide prevention via training, and use of the WHO guidance on media treatment of suicide (in Appendix 5 of From the margins to the mainstream) should be promoted. Strategies to improve education and awareness Continued education in clinical setting, using web-based learning •\tContinuing medical education program Needs to be designed and conducted across all settings for service providers. •\tPsychiatrists •\tMental health professionals •\tFamily physicians •\tLaw enforcement personnel •\tCorrectional officers
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,002 | 0,012 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,001 |
| Bibliométrie | 0,002 | 0,001 |
| Études des sciences et des technologies | 0,001 | 0,000 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,001 | 0,002 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,039 | 0,011 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».