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Enregistrement W3031106554 · doi:10.1016/j.jdin.2020.04.004

Assessing the effect of demographic background on willingness to initiate a biologic

2020· article· en· W3031106554 sur OpenAlex
Jeremy K. Bray, Steven R. Feldman

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Notice bibliographique

RevueJAAD International · 2020
Typearticle
Langueen
DomaineEconomics, Econometrics and Finance
ThématiqueHealth Systems, Economic Evaluations, Quality of Life
Établissements canadiensnon disponible
Organismes subventionnairesJanssen BiotechLEO PharmaMylanSun PharmaRegeneron PharmaceuticalsAbbVieCelgeneNovartisSanofiAlmirallMerckBaxter InternationalGlaxoSmithKlineAstellas Pharma USPfizerValeant Pharmaceuticals InternationalNational Psoriasis FoundationGaldermaEli Lilly and CompanyBoehringer IngelheimMerz Therapeutics
Mots-clésMedicineScopusPsoriasisEthnic groupDemographicsFamily medicineMEDLINEDemographyGerontologyDermatology

Résumé

récupéré en direct d'OpenAlex

To the Editor: Although biologics have improved outcomes for psoriasis patients, undertreatment remains an issue.1Armstrong A.W. Robertson A.D. Wu J. Schupp C. Lebwohl M.G. Undertreatment, treatment trends, and treatment dissatisfaction among patients with psoriasis and psoriatic arthritis in the United States: findings from the National Psoriasis Foundation surveys, 2003-2011.JAMA Dermatol. 2013; 149: 1180-1185Crossref PubMed Scopus (249) Google Scholar Racial and ethnic differences can influence patients' decisions to seek psoriasis treatment2Bray J.K. Cline A. McMichael A.J. Feldman S.R. Differences in healthcare barriers based on racial and/or ethnic background for patients with psoriasis.J Dermatolog Treat. 2019; ([epub ahead of print]): 1-5https://doi.org/10.1080/09546634.2019.1687824Crossref Scopus (1) Google Scholar; however, the effect of demographics on willingness to receive biologics is not well characterized. Understanding the relationship between demographics and willingness to initiate biologics may identify groups at risk for undertreatment. After institutional review board approval, an online survey was completed by 298 subjects older than 18 years with self-reported psoriasis, after recruitment through Mechanical Turk.3Buhrmester M. Kwang T. Gosling S.D. Amazon's Mechanical Turk: a new source of inexpensive, yet high-quality, data?.Perspect Psychol Sci. 2011; 6: 3-5Crossref PubMed Scopus (6693) Google Scholar Subjects rated their willingness on a 1 (not willing) to 10 (completely willing) scale to receive a biologic. All subjects received information regarding efficacy and route of administration (Table I). Age, sex, race/ethnicity, education level, current treatment status, and psoriasis diagnosis duration were assessed (Table I). Outcome measures were analyzed via single-factor analysis of variance and 2-group t tests. Using an α level of .05, and assuming at least 100 subjects would be in each group, we had 95% power to detect an effect size of 0.5 between any 2 groups.Table ISummary of baseline characteristics and demographic informationVariableAll subjects (n = 298)Patient Age, mean (SD), y35.3 (10.8) Female sex (%)195 (65.4)Ethnicity (%) White208 (69.8) Black33 (11.1) Hispanic or Latino17 (5.7) Native American7 (2.4) Asian or Pacific Islander20 (6.7) Other13 (4.4)Education level (%) No schooling completed1 (0.34) High school graduate106 (35.6) Bachelor's degree139 (46.6) Master's degree34 (11.4) Professional degree13 (4.4) Doctorate degree5 (1.7)Currently receiving treatment (%) Yes169 (57) No129 (43)All subjects were presented with the following question: “A drug is available that has an 80% chance of nearly completely alleviating your psoriasis. In clinical trials, most adults experienced 75% and even 90% skin clearance in just a few months. The drug is given by injection under the skin 1 time every 2 weeks for 4 months. How willing would you be on a 1 (not willing) to 10 (completely willing) scale to receive this medication?” Open table in a new tab All subjects were presented with the following question: “A drug is available that has an 80% chance of nearly completely alleviating your psoriasis. In clinical trials, most adults experienced 75% and even 90% skin clearance in just a few months. The drug is given by injection under the skin 1 time every 2 weeks for 4 months. How willing would you be on a 1 (not willing) to 10 (completely willing) scale to receive this medication?” Subjects aged 18 to 30 years (mean 7.0; standard deviation [SD] 2.11), 30 to 40 years (mean 7.0; SD 2.4), and 40 to 50 years (mean 6.6; SD 2.5) reported greater willingness to receive a biologic compared with subjects older than 50 years (mean 5.7; SD 3.0; P = .03) (Fig 1). Men (mean 7.3; SD 2.2) reported a greater willingness compared with women (mean 6.5; SD 2.5; P < .01). Subjects who were currently receiving treatment for psoriasis (mean 7.1; SD 2.2) reported greater willingness compared with those who were not receiving treatment (mean 6.2; SD = 2.6; P < .01). There were no significant differences between race/ethnicity, education, and diagnosis duration. Women are less satisfied with biologics and experience more adverse effects.4van der Schoot L.S. van den Reek J.M.P.A. Groenewoud J.M.M. et al.Female patients are less satisfied with biological treatment for psoriasis and experience more side-effects than male patients: results from the prospective BioCAPTURE registry.J Eur Acad Dermatol Venereol. 2019; 33: 1913-1920Crossref PubMed Scopus (13) Google Scholar Older patients tend to use helplessness or hopelessness as a coping strategy for psoriasis.5Miniszewska J. Juczynski Z. Ograczyk A. Zalewska A. Health-related quality of life in psoriasis: important role of personal resources.Acta Derm Venereol. 2013; 93: 551-556Crossref PubMed Scopus (25) Google Scholar These findings may contribute to why female and older subjects reported being less willing to receive biologics compared with men and younger individuals. Individuals who are currently receiving treatment may be more willing to start a biologic, possibly because of dissatisfaction with a current regimen or because patients receiving treatment already have an existing experience of the safety of the recommended treatments for psoriasis. The online study may tend to represent more technology-savvy psoriasis patients. Lack of documentation of diagnosis by a dermatologist is a limitation. Body surface area of involvement or arthritic symptoms were not reported, nor was the reasoning for subjects' responses. Subject-reported willingness may not correlate with actual medication-receiving behavior. However, the study still provides qualitative information on how poor biologic acceptance may be related to demographics. A larger sample size might have had more power to detect statistical significance, but our study had sufficient power to rule out a large effect size. In all age groups, there is a wide range of willingness to receive biologics (Fig 1), and this variation may play a role in undertreatment. Psoriasis is often associated with serious comorbidities, and an unwillingness to receive biologics could result in outcomes much worse than just the skin disease. Thus, although some demographics may tend to have a greater willingness to receive biologics, providers may want to prepare to address various levels of willingness in all patients.

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.

Prédiction distillée sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.

score de la tête « metaresearch » (Codex)0,005
score de la tête « metaresearch » (Gemma)0,003
Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated
Catégories candidatesCharge utile insuffisante (le modèle a refusé de juger)
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 enseignants0,197
Score d'incertitude au seuil1,000

Scores Codex et Gemma par catégorie

CatégorieCodexGemma
Métarecherche0,0050,003
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0000,000
Études des sciences et des technologies0,0000,000
Communication savante0,0000,000
Science ouverte0,0000,000
Intégrité de la recherche0,0000,000
Charge utile insuffisante (le modèle a refusé de juger)0,0000,001

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 Opus0,468
Tête enseignante GPT0,488
Écart entre enseignants0,021 · 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