The cost of schizophrenia: lessons from an international comparison.
Notice bibliographique
Résumé
BACKGROUND: A number of studies have attempted to estimate the aggregate burden of mental illness in particular countries. It has been observed that the economic costs vary by country. This is particularly true for estimates of the cost of schizophrenia, a severe mental illness that can lead to major psychiatric disability. The reasons for this may be due to differences in populations, measurement methods or quality of care. AIMS OF THE STUDY: This paper reviews three key studies of the cost of schizophrenia in Canada, the United States and the United Kingdom with an emphasis on a US-Canada comparison. The detailed focus allows for an in-depth study of the factors that lead to different cost estimates. A secondary aim of this paper is to illustrate the importance of direct and indirect costs in the measurement of economic burden. METHODS: We explore various hypotheses about why three major studies of the economic burden of schizophrenia suggest large differences in the estimated per capita costs when expressed in the same currency. We discuss adjustments that may be made in the reported cost estimates to account for factors such as higher wages or lower administrative costs, in order to make them more comparable. RESULTS: In spite of the many adjustments, the estimated per capita resources spent on care for people with schizophrenia in Canada is less than half of the corresponding amount in the US (1,122 million dollars compared to 2,306 million dollars). Even though adjusting for per capita income narrows the apparent gap between the Canadian and US figures, it still remains very large. Since adjusting for per capita income almost certainly over-adjusts for resources spent in the US as compared to Canada, it is clear that the true difference is very large. Even though the per capita direct costs in Canada are only about a third as large as the corresponding US figure, the UK figure is less than half of Canada's. Coincidentally, if one assumes that the true prevalence rate in the UK is similar to that estimated for Canada and adjusts figures accordingly, the result is an estimate for direct costs that is quite similar to the Canadian one. DISCUSSION AND LIMITATIONS: With respect to direct costs, a key finding in the paper is the very large difference in the per capita cost of treatment of schizophrenia in Canada and the United States. From the standpoint of Canadian public policy, the worrisome policy question that this raises is whether the findings reflect, on average, a relatively less satisfactory level of treatment for those with schizophrenia in Canada. An important limitation is that we do not analyze quality of care data. Our detailed item by item comparison of the estimates attempts to rule out alternative explanations in order to discover whether a quality difference may actually exist. IMPLICATIONS FOR HEALTH POLICIES: This research reviews US and international estimates of the economic burden of schizophrenia. In the process of summarizing what is known, a remarkable difference in the direct cost of schizophrenia is uncovered. Possible methodological and economic explanations are investigated (e.g., adjustments for different financial currencies and study methodologies). Nevertheless, the results appear robust to a variety of sensitivity analyses. From the standpoint of public policy, the worrisome question that this raises is whether these findings reflect, on average, a relatively lower quality of care for Canadians with schizophrenia or wasteful care for Americans with schizophrenia.
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 | 0,008 | 0,036 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,004 | 0,008 |
| Études des sciences et des technologies | 0,001 | 0,001 |
| Communication savante | 0,002 | 0,002 |
| Science ouverte | 0,001 | 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 ».