Addressing Social Determinants of Health
Notice bibliographique
Résumé
PURPOSE: Social determinants of health (SDOH) continue to gain attention as the factors that weigh heavily on physical and mental health. In response, professional case managers need to develop a deeper understanding of the entrenched nature of SDOH, particularly the spiraling and compounding effects of economic, environmental, and social factors on the health and well-being of individuals and populations. Professional case managers are essential to helping identify both the barriers experienced by individuals in accessing and receiving the care they need and the resources to eliminate or mitigate those barriers. These responsibilities should be most keenly felt by case managers who are board-certified and therefore held accountable by codes of ethics to ensure justice and fairness. By embedding greater awareness of SDOH into the case management process-from intake and assessment through implementation, evaluation, and across care transitions-case managers can establish rapport with clients (known as "patients" in some care settings) and support improved outcomes through best practices in care coordination, thus contributing to the Triple Aim of improving the health of people and populations and reducing the per capita cost of care. PRIMARY PRACTICE SETTINGS: SDOH impact individuals across the health and human services, including acute care, subacute care, primary care, community-based care, and workers' compensation. IMPLICATIONS FOR CASE MANAGEMENT PRACTICE: Case management plays a vital role in providing people with episodic care and ensuring adequate follow-up. The latter includes if and how people are able to access the ongoing care they need, including medications (access and affordability), doctors' visits, therapies and other services, healthy nutrition, and more. However, a lack of affordability undermines an individual's ability to receive preventive care and treatment of chronic illnesses and potentially more serious and life-threatening conditions such as cancer. Compounding the impact of affordability can be a lack of transportation that inhibits access to health care professionals, which can affect individuals in both rural and inner-city environments. Although poverty and homelessness play a direct role in SDOH, case managers cannot assume which clients are impacted by these factors and which are not. Higher costs of living, loss of job or reduced income, unexpected expenses, and death of, or divorce from, a partner/spouse can negatively impact a client's ability to access and afford care. With this understanding, case managers can meet individuals where they are to explore how SDOH affects their lives, without judgment, bias, or assumption.
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 | 0,020 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,001 |
| Bibliométrie | 0,002 | 0,002 |
| Études des sciences et des technologies | 0,003 | 0,004 |
| Communication savante | 0,005 | 0,003 |
| Science ouverte | 0,001 | 0,009 |
| Intégrité de la recherche | 0,003 | 0,004 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,014 | 0,001 |
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 ».