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Enregistrement W2472349036 · doi:10.55016/ojs/sppp.v9i1.42583

The Value Proposition of Prevention: The Impacts of Pure North S’Energy Foundation’s Preventive Care Program on Acute Care Utilization in Alberta

2016· article· en· W2472349036 sur OpenAlexaffabout
J.C. Herbert Emery

Notice bibliographique

RevueThe School of Public Policy Publications · 2016
Typearticle
Langueen
DomaineEconomics, Econometrics and Finance
ThématiqueHealthcare Policy and Management
Établissements canadiensUniversity of Calgary
Organismes subventionnairesnon disponible
Mots-clésValue propositionFoundation (evidence)Preventive carePropositionValue (mathematics)MedicineAcute careEnvironmental healthEconomicsHealth carePolitical scienceEconomic growthManagementComputer scienceLaw

Résumé

récupéré en direct d'OpenAlex

This analysis of Pure North S’Energy Foundation’s preventive health services shows that the acute health care cost savings of being pro-active, rather than reactive, and averting chronic disease, are significant, immediate and worth pursuing further. Chronic disease, such as cardiovascular maladies, diabetes, cancer and other long-term illnesses, represents the leading cause of disability and death in Canada. An estimated 25 per cent of expenditures in the public health system go towards treating these frequently avoidable diseases. This health-care cost curve, which sees more money expended on fighting the increase of chronic disease, can be bent, so to speak, through prevention services that offer long-term benefits to people’s health. Preventing disease is not just good for individuals, but for the health system in general, as prevention frees up acute care beds for more timely access by those who need them. The concern for health care decision makers struggling to find dollars to meet current health care needs is that investment in prevention is risky compared spending on medical treatment. It is often expressed that the health cost savings of prevention are too far off in the future and there is a lack of convincing evidence that preventive services and interventions will achieve the health gains expected. Pure North offers participants in its eight-year-old program access to a variety of healthcare practitioners, including doctors, naturopaths, nurses, nurse practitioners and dentists. Participants receive lifestyle counselling and dietary supplements aimed at combating vitamin D insufficiency, obesity, insulin resistance and other problems that can lead to chronic disease. Our study found that participants who stay with the program for two years demonstrate significant reductions in their number of visits to emergency rooms and hospitals. Indeed, after just one year in the program, the number of hospital visits was down 27 per cent and the number of visits for ambulatory care reduced by 14 per cent over a control group matched for age, sex and postal code, who did not participate in the Pure North program. In the second year after joining the program, hospital admissions dropped by 32 per cent for participants aged 55 and over. If these effects could be achieved in the population of Albertans aged 55 to 75, the hospital bed nights freed up per year would be equivalent to adding the acute care bed capacity of the Foothills Medical Centre in Calgary. These figures translate into significant cost differences. The average cost of hospitals, ambulatory care and visits to general practitioners in the year prior to joining Pure North’s program came to $1,320 per individual. Cost reductions in annual health-care utilization among participants ranged from $294 (22 per cent) per person who joined the program to $600 (45 per cent) per person who stayed in the program for at least a year. Two years into the program, a participant could expect to avoid $276 in hospitalization and emergency room costs. The Pure North program is a cost-effective model for preventive health services, resulting in better health and labour productivity for individuals, and considerable savings in public money for the health-care system. Every dollar spent on a participant who stays with the program for at least a year represents a $2.36 benefit in the avoidance of hospitalization and ambulatory care, as well as gains in personal health and productivity. The public health-care system must shift its focus to preventive care if it wants to realize cost savings, efficiency and improved health for Albertans, rather than waiting to treat people until after they become ill with chronic diseases. Pure North offers an important model to help the public system understand how to make that transition to a prevention-oriented mindset.

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 enseignants

Ni 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.

score de la tête « metaresearch » (Codex)0,002
score de la tête « metaresearch » (Gemma)0,004
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,066
Score d'incertitude au seuil0,481

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0020,004
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,001
Bibliométrie0,0010,002
Études des sciences et des technologies0,0030,002
Communication savante0,0030,001
Science ouverte0,0030,002
Intégrité de la recherche0,0010,002
Charge utile insuffisante (le modèle a refusé de juger)0,0030,000

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.

Tête enseignante Opus0,046
Tête enseignante GPT0,327
Écart entre enseignants0,281 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_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 découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2016
Routes d'admission2
Résumé présentoui

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