Health Service Inpatient Units for People with Intellectual Disabilities and Challenging Behaviour or Mental Health Problems
Notice bibliographique
Résumé
Background As institutions for people with intellectual disabilities have been replaced with community services, health care provision has developed to provide assessment and treatment, low and medium secure units for people with challenging behaviour or mental health problems. These include both public and private sector provision. Little is known about these services. The aim of this study was to describe the characteristics of the services studied and to compare the different types of service. Methods A survey was carried out of National Health Service (NHS) and independent sector (IH) health settings providing specialist inpatient services for people with intellectual disabilities. Data were collected on setting and patient characteristics, staffing and management and care processes and outcomes. Results Services were very unevenly distributed across England. There were differences between NHS and IH settings. IH assessment and treatment units were bigger, had higher occupancy and lower staff ratio. In all three types of unit, IH units had fewer visits to patients, used more seclusion, physical restraint and had more locked areas. They had more complaints in more services from users and (for assessment and treatment units and low secure units only) from relatives. In low secure units, they had more adult protection referrals. On the other hand, IH units used fewer agency staff in assessment and treatment units (though more in medium secure units) and provided more appraisals, more visits from commissioners, more consultations with GPs and dentists and more use of whistleblowing procedures by staff. A quarter of people in NHS assessment and treatment units had finished treatment but had no plan for discharge. Conclusions Further research is required to determine the reasons for differences observed between IH and NHS units. The large number of people who have finished treatment emphasizes the importance of developing housing in the community with sufficiently skilled support. The large number of patients in low secure services raises the question whether this type of service is recreating the intellectual disability institutions which government policy intends to close.
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 | 0,000 | 0,002 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,001 | 0,001 |
| Communication savante | 0,001 | 0,000 |
| Science ouverte | 0,001 | 0,002 |
| Intégrité de la recherche | 0,000 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,015 | 0,001 |
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 ».