Implementation and Effectiveness of Guideline-Recommended Clinical Activities for Children With Asthma. Population-Based Cohort
Notice bibliographique
Résumé
Medical record audits of primary care practices in the United States, Canada, and the United Kingdom suggest widespread suboptimal implementation of asthma guideline recommendations. Reasons are numerous, but there may be a perceived lack of benefit for patients. In the United Kingdom, more than 95% of scheduled asthma care is provided by primary care. The objective of this study was to determine the implementation of specific guideline-recommended clinical practices (GCPAs) and determine which children were less likely to receive these and their effectiveness at reducing exacerbations.A total of 126 483 five- to sixteen-year-old children with at least 3 asthma codes within 3 years. The study population was drawn from a longitudinal health care database of UK primary care medical records. This database covers approximately 20% of the United Kingdom. Records were individually linked to hospital admissions and emergency department (ED) data.Self-controlled case series methodology was used; each child acts as their own control and outcome events are compared prior to and following the exposure to the GCPA. These measures included asthma review (included an assessment of asthma control), inhaler technique check, and asthma management plan. Other variables included body mass index, socioeconomic status, smoking status, other atopic disease, asthma medications, and asthma exacerbations, defined as a short course of oral corticosteroids, ED visit, or hospitalization. The control period was considered the 12 months prior to guideline-recommended care, and the risk period was considered the 12 months after.In the first year following the asthma diagnosis, 56% received an annual asthma review, falling to 45% in subsequent years. Asthma management plans were provided to 42% in the first year, dropping to 30% thereafter. Inhaler technique checks were conducted in 59% in the first year and 40% in subsequent years. Children who received the GCPA were more likely to be male and older and have more severe asthma. Atopy and previous exacerbations did not distinguish those who received the GCPA. Children less likely to receive the GCPA included those with lower socioeconomic status, those with obesity, those not receiving inhaler prescriptions, and those of a younger age. Standalone annual asthma reviews were associated with a 6% reduction in exacerbations only during the first 6 months; standalone inhaler technique checks were not associated with a decrease in exacerbations, but standalone provision of an asthma management plan was associated with a 15% decrease in exacerbations that persisted. Provision of all 3 GCPAs during the same visit was associated with a 30% decrease in exacerbations that also persisted.Provision of GCPAs is underutilized in the United Kingdom, especially for all 3 given at the same visit. The most vulnerable at-risk children were the least likely to receive the GCPAs. Annual asthma reviews alone, and inhaler technique review alone, have no lasting effect on exacerbations, but asthma management plans alone do reduce exacerbations, and all 3 GCPAs at the same visit are most effective.Annual asthma visits were not noted to be effective, but the only stipulation for those are an assessment of asthma control, which could be minimal. This study adds to the evidence that guideline-recommended care is suboptimal in primary care, and most importantly, a comprehensive asthma visit with provision of all 3 GCPAs can have a significant impact on exacerbations.
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 | 0,003 | 0,011 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,001 |
| Méta-épidémiologie (sens large) | 0,000 | 0,001 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,001 | 0,000 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 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 ».