Examination of the dependency and complexity of patients admitted to in-patient rehabilitation in Australia
Notice bibliographique
Résumé
Objective The aim of this study was to determine whether there has been a measurable change in the dependency and complexity of patients admitted to in-patient rehabilitation in Australia between 2007 and 2016. Methods A retrospective cohort study design was used to examine in-patient rehabilitation data held in the Australasian Rehabilitation Outcomes Centre Registry Database for the period 2007-16. Epidemiological descriptive analysis was used to examine datasets for difference between four discrete years (2007, 2010, 2013 and 2016). Datasets included patient demographics, length of stay (LOS), comorbidities, complications and the Functional Independence Measure (FIM™). Results Between 2007 and 2016, rehabilitation in-patients as a whole: (1) had a mean decrease in total admission FIM score; (2) became more complex, as evidenced by the increased proportion of particular comorbidities impacting on rehabilitation, namely cardiac and respiratory disease, dementia, diabetes and morbid obesity; and (3) had a mean decrease in total discharge FIM score. However, there was an increase in the proportion of patients discharged home from rehabilitation (from 86.5% to 92%) and decreases in onset and rehabilitation LOS of 2.2 and 2.5 days respectively. Conclusion The dependency and complexity of patients admitted to in-patient rehabilitation in Australia has increased between 2007 and 2016. What is known about the topic? Anecdotal reports suggest that rehabilitation patients in Australia have become more complex, necessitating increased active management of their presenting health condition and comorbid health conditions. However, to date, no systematic investigation has been undertaken to examine trends in rehabilitation in-patient dependency and complexity over time. What does this paper add? This study provides measurable evidence of increased dependency and complexity in patients admitted to rehabilitation in Australia. Further, compared with 2007, rehabilitation in-patients as a whole had an increased burden of care on discharge from rehabilitation in 2016. What are the implications for practitioners? The changes in patient dependency and complexity reported in this study have implications for rehabilitation service delivery. This is because the increased need for illness or injury and comorbidity management may result in increased potential for acute complications and health deterioration, and compensatory care for patients during rehabilitation. Clinicians may need to widen their skill set to include more acute and chronic illness management.
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 distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,000 |
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 tête enseignante, 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 ».