Diagnosis vs. Function: A Review of Eligibility Criteria for Supports and Services for Children and Youth with Neurodevelopmental Disorders/ Disabilities In Canada
Notice bibliographique
Résumé
Abstract BACKGROUND: Neurodevelopmental disorders/disabilities are characterized by impairment in one or more of the classic developmental domains of motor functioning, speech language/communication, learning and cognition, and social-emotional relating. Children with NDD/D require a wide variety of supports and services over their lifetimes and diagnostic classification has traditionally been used to determine eligibility for these resources. However, diagnosis alone tends to under-describe the functional complexity of this population and functional difficulties within a given NDD/D diagnosis can vary and may change over time. The International Classification of Functioning, Disability and Health re-conceptualized the notion of disability focusing on how a given health condition interacts with factors intrinsic and extrinsic to the individual to impact their functioning. In Canada ongoing tension exists between limited services and a growing population of children with NDD/D. These factors have lead to an evolving discourse on the appropriate way to confer eligibility to supports and services in this population. OBJECTIVES: To summarize eligibility criteria for supports and services for Canadian youth with NDD/D in an effort to facilitate discussion and advocacy to help ensure that all children receive the supports and services they require regardless of diagnostic categorization. DESIGN/METHODS: A focused gray literature review was performed to obtain eligibility criteria for government funded supports and services (early intervention, speech therapy, occupational therapy, behavioral intervention, and special education services) for youth aged 0-18 in each Canadian Province. Information was included only if it was published in a government website or document and was available online. Eligibility criteria was coded according to whether it was based on diagnostic categorization, functional impairment, or both and descriptive statistical analysis was performed. RESULTS: Early intervention services and pre-school aged speech/occupational therapy relies on functional impairment in nearly every (90% and 100% respectively) Canadian province/territory for which the information was available. Conversely, access to behavioral intervention relies heavily on diagnostic classification (81%). Some diagnoses (e.g. ASD) confer eligibility to extra therapy or more funding compared to other children with NDD/D. When children enter school access to special education services and speech/occupational therapy is more likely to be tied to diagnosis (45%, 36%, and 43% respectively) than in their pre-school years. CONCLUSION: 1) Eligibility criterion for services and supports for children/youth with NDD/D in Canada vary depending on province/territory. 2) Eligibility criteria are more likely to be based on the presence of functional impairment in preschool than school aged children, with an increasing requirement for children to have a specific diagnostic classification to access services as they age. 3) Certain diagnostic classifications confer increased eligibility for supports and services, in some cases without regard for level of functional impairment. 4) Further research is needed to develop ways of accurately, meaningfully, and efficiently measuring the function of children with NDD/D both at the individual and population level in order to equitably deliver supports and services in a resource limited environment.
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 | 0,015 | 0,060 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,001 |
| Méta-épidémiologie (sens large) | 0,004 | 0,003 |
| Bibliométrie | 0,035 | 0,054 |
| Études des sciences et des technologies | 0,004 | 0,002 |
| Communication savante | 0,005 | 0,002 |
| Science ouverte | 0,004 | 0,002 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,003 | 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 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 ».