Department of Public Health, Aarhus University, Aarhus C, Denmark.
School of Rural Health, Monash University, Moe, Australia.
Eur J Public Health. 2020 Feb 1;30(1):75-80. doi: 10.1093/eurpub/ckz134.
Health literacy is an important, modifiable, social determinant of health. This study aims to explore health literacy challenges of people with long-term illness or multimorbidity and provide detailed profiles revealing health literacy strengths and weaknesses within a Danish population.
In this cross-sectional study among Danish individuals (n = 490), health literacy was assessed using the nine-scale Health Literacy Questionnaire (HLQ). Using multiple logistic regression and hierarchical cluster analysis, we estimated the association between HLQ scale scores and the likelihood of long-term illness and multimorbidity, and identified socio-demographic and health characteristics related to profiles of health literacy strengths and weaknesses.
An increase in 'actively managing my health' and 'social support for health' decreased the odds of having a long-term illness [odds ratio, OR 0.53 (0.31-0.9); OR 0.43 (0.24-0.74)] and multimorbidity [OR 0.51 (0.26-0.98); OR 0.33 (0.17-0.62)], respectively. Conversely, an increase in 'healthcare provider support' increased the odds of having long-term illness [OR 2.97 (1.78-5.08)] and multimorbidity [OR 2.94 (1.53-5.87)], respectively. Five profiles were identified based on the cluster analysis. Each cluster was characterized by specific health characteristics, e.g. Cluster A by better health status (χ2 = 39.976 (4), P < 0.001) and well-being (χ2 = 28.832 (4), P < 0.001) and Cluster D by poor health status (χ2 = 39.976 (4), P < 0.001) and increased likelihood of long-term illness (χ2 = 18.641 (4), P < 0.001).
The association of health literacy with long-term illness and multimorbidity in combination with the health literacy profiling based on cluster analysis provides a comprehensive needs assessment and a promising starting point for the development of health literacy responsive interventions.
健康素养是健康的一个重要的、可改变的社会决定因素。本研究旨在探讨患有长期疾病或多种疾病的人群的健康素养挑战,并提供详细的个人资料,揭示丹麦人群的健康素养优势和劣势。
在这项丹麦个体的横断面研究中(n=490),使用九尺度健康素养问卷(HLQ)评估健康素养。我们使用多因素逻辑回归和层次聚类分析,估计 HLQ 量表评分与长期疾病和多种疾病的可能性之间的关联,并确定与健康素养优势和劣势特征相关的社会人口学和健康特征。
“积极管理我的健康”和“社会支持健康”的增加降低了患有长期疾病[比值比(OR)0.53(0.31-0.9);OR 0.43(0.24-0.74)]和多种疾病[OR 0.51(0.26-0.98);OR 0.33(0.17-0.62)]的可能性。相反,“医疗保健提供者支持”的增加增加了患有长期疾病[OR 2.97(1.78-5.08)]和多种疾病[OR 2.94(1.53-5.87)]的可能性。基于聚类分析确定了五个特征群。每个聚类都具有特定的健康特征,例如 A 聚类表现出更好的健康状况(χ2=39.976(4),P<0.001)和幸福感(χ2=28.832(4),P<0.001),而 D 聚类表现出较差的健康状况(χ2=39.976(4),P<0.001)和患有长期疾病的可能性增加(χ2=18.641(4),P<0.001)。
健康素养与长期疾病和多种疾病的关联,结合基于聚类分析的健康素养特征群分析,提供了全面的需求评估,并为开发针对健康素养的干预措施提供了一个有前途的起点。