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Enregistrement W3215813916 · doi:10.1182/blood-2021-147963

A Patient-Centered Approach to Gathering Information on Social Determinants of Health from Patients with Sickle Cell Disease in Preparation for Their Transition to Adult Care

2021· article· en· W3215813916 sur OpenAlexaboutno aff
Katherine EC Smith, Jessica Cox, Rosalind L Haynes, Nicole Bohnker, Kay L. Saving

Notice bibliographique

RevueBlood · 2021
Typearticle
Langueen
DomaineHealth Professions
ThématiqueAdolescent and Pediatric Healthcare
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésMedicineFocus groupDiseaseHealth careAcknowledgementSocial workFamily medicineGerontologyNursingPolitical scienceBusinessInternal medicine

Résumé

récupéré en direct d'OpenAlex

Abstract Background: Transition from pediatric to adult care has been a recent focus of sickle cell programs across the country due to patients with sickle cell disease (SCD) to living longer. 1 Transition programs for other chronic conditions focus largely on patient knowledge of the disease, treatments, and appointment compliance but for patients with SCD, social determinants of health (SDOH) must also be considered when guiding patients toward adult care. 2 Historically, lack of acknowledgement of the importance of relationships and trust building when addressing SDOH has led to barriers in patient responsiveness. 3 To facilitate this aspect of transition, our recently hired Community Health Worker (CHW) developed a Community Health Transitional Questionnaire (CHTQ) and conducted a Quality Improvement (QI) project to address SDOH in a patient-centered manner during transition to adult care visits at the clinic. Aims: Refine the CHTQ by gathering the "voice of the customer" to provide a more patient-centered approach to transition to adult care for patients with SCD. Complete the CHTQ with 70% of transition-aged (12-25 years) patients by 7/1/21. Methods: The CHTQ consists of 32 questions about SDOH in 8 categories (Food, Housing, Money/Finances, Transportation, Education/Work, Family and Other Support, Stress Prior to/After COVID, and Sleep). Thirty pediatric sickle cell patients were identified as being within the established transitional age group. A series of Plan-Do-Study-Act (PDSA) cycles were used to refine the CHTQ. Through patient/caregiver feedback, small increments of change were used to establish a CHTQ that would improve patient care and be accepted by the patients/caregivers. PDSA #1: During regularly scheduled appointments, two patients and their caregivers met with the CHW who described the purpose of the CHTQ and then asked the patient to privately complete the CHTQ. PDSA #2: Because of feedback received from PDSA #1, the CHW allowed the next two patients to have caregivers present while answering the CHTQ, but explained that ideally the patient should be able to answer the CHTQ without input from their caregiver before transition to an adult environment. PDSA #3: Because of the feedback received from PDSA #2, the CHW accompanied the clinic RN to the exam room and worked the CHTQ into the nursing check-in questions in an informal manner making the questions seem more routine. Results: After 3 PDSA cycles, 17 additional patients/caregivers completed the CHTQ without issues or concerns. A total of 22/30 (73%) CHTQs met the goal of completion by 7/1/21. One additional CHTQ has been completed since. Using the information from the CHTQ, the team has been able to better address individualized SDOH for each patient. For example, one area of concern identified was transportation with 9/23 (39%) patients expressing concerns getting to & from appointments and/or school/work. Transportation needs were then discussed with the clinic social worker who is now working with those patients, giving them tools to arrange transportation. Conclusion For SCD patients, it appears imperative that a relationship be established prior to inquires about SDOH. Using an informal patient-centered approach with the CHTQ was more likely to gain patient trust and allowed the CHW to obtain information needed to assist the patient with SDOH issues. Once SDOH issues were identified through the CHTQ, the CHW was able to find patient-driven, individualized resources addressing those concerns. References DeBaun, M.R. & Telfair, J. (2012). Transition and Sickle Cell Disease. PEDIATRICS, 130(5), 926-935 https://doi.org/10.1542/peds.2011-3049 Andermann, A. (2016). Taking action on the social determinants of health in clinical practice: a framework for health professionals. Canadian Medical Association Journal, 188(17-18), E474-E483. https://doi.org/10.1503/cmaj.160177 Cheney, C., Pecci, A., & Porter, S (2020, May). Social Determinants of Health: Lead or Partner. HealthLeaders. https://www.healthleadersmedia.com/clinical-care/social-determinants-health-lead-or-partner-0 Disclosures No relevant conflicts of interest to declare.

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)0,011
score de la tête « metaresearch » (Gemma)0,016
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Qualitatif · Signal consensuel: aucune
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,011
Score d'incertitude au seuil0,061

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0110,016
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0010,001
Bibliométrie0,0020,001
Études des sciences et des technologies0,0030,001
Communication savante0,0020,002
Science ouverte0,0010,004
Intégrité de la recherche0,0010,002
Charge utile insuffisante (le modèle a refusé de juger)0,0040,001

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.

Tête enseignante Opus0,034
Tête enseignante GPT0,331
Écart entre enseignants0,297 · 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'étudeQualitatif
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
Publié2021
Routes d'admission1
Résumé présentoui

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