Larsen M H, Hermansen Å, Borge C R, Strumse Y Staalesen, Andersen M H, Wahl A K
Lovisenberg Diaconal University College Oslo Norway.
Department of Interdisciplinary Health Sciences Institute of Health and Society University of Oslo Oslo Norway.
Skin Health Dis. 2021 Feb 18;1(2):e17. doi: 10.1002/ski2.17. eCollection 2021 Jun.
To explore health literacy (HL) profiles within a cohort of people with psoriasis. A cluster approach identifies groups of individuals that have similar HL profiles. The method unmasks sub-groups with particular HL strengths, or subgroups with limitations, which require tailored healthcare services to improve.
A cross-sectional sample of 792 patients from the Norwegian Climate Helio Therapy Programme in Gran Canaria participated. The HL questionnaire assessed nine HL dimensions. Using Ward's Hierarchical Clustering Method (Stata version 16), we looked for subgroups of patients across the dimensions. We also explored whether these clusters had specific demographic features and associations to outcomes such as psoriasis knowledge, quality of life and self-management capacity.
The analysis revealed four unique clusters identifying clinically meaningful subgroups. Two groups stood out as especially interesting. One cluster representing 26.6% of the sample presented severe HL limitations associated with lower psoriasis knowledge, quality of life, self-management and self-efficacy. HL domains connected to cooperation with healthcare professionals showed deficient scores. The other cluster included a smaller percentage (7.7%) with high HL compared to the total sample. This cluster was associated with higher self-management, quality of life and better self-efficacy.
The cluster analysis revealed substantial differences in HL profiles within the sample. These results support the importance of a holistic understanding of the HL needs and the vulnerabilities within a psoriasis cohort. Implementing one size fits all approaches, may not be sufficient in psoriasis context to target HL.
探讨银屑病患者队列中的健康素养(HL)概况。聚类方法可识别具有相似HL概况的个体群体。该方法能揭示具有特定HL优势的亚组或存在局限性的亚组,而这些亚组需要量身定制的医疗服务来改善。
来自大加那利岛挪威气候日光疗法项目的792名患者参与了横断面样本研究。HL问卷评估了九个HL维度。使用沃德层次聚类法(Stata 16版本),我们在各个维度上寻找患者亚组。我们还探讨了这些聚类是否具有特定的人口统计学特征以及与银屑病知识、生活质量和自我管理能力等结果的关联。
分析揭示了四个独特的聚类,确定了具有临床意义的亚组。有两个组特别值得关注。一个聚类占样本的26.6%,表现出严重的HL局限性,与较低的银屑病知识、生活质量、自我管理和自我效能感相关。与医疗保健专业人员合作相关的HL领域得分较低。另一个聚类在总样本中占比更小(7.7%),但HL水平较高。该聚类与较高的自我管理、生活质量和更好的自我效能感相关。
聚类分析揭示了样本中HL概况的显著差异。这些结果支持了全面了解银屑病队列中HL需求和脆弱性的重要性。在银屑病背景下采用一刀切的方法可能不足以针对HL。