Unidad de Investigación AP-OSIs Gipuzkoa, Hospital Alto Deba, Avda Navarra 16, Arrasate-Mondragón, 20500, Gipuzkoa, Spain.
Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Bilbao, Spain.
Health Qual Life Outcomes. 2019 Apr 18;17(1):69. doi: 10.1186/s12955-019-1134-9.
Reducing health inequalities on the basis of social factors has been a key driver in the development of Public Health policies. Health-related quality of life is a global indicator useful to assess health inequalities within a society. The objective of this study was to identify inequalities on health by analysing the interactive effects of gender, age, educational level, social class, body mass index and chronic diseases on health-related quality of life in a Spanish population sample.
We used data from the Spanish National Health Survey 2011-2012. Health-related quality of life was measured by the EQ-5D-5L instrument applying the Spanish value set. Probability of being in perfect health was ascertained by logistic regression models including gender, age, educational level, body mass index and social class and the corresponding terms of interaction. A two-part model combining logistic regression analysis and generalized linear models was applied to calculate the adjusted utility loss associated with chronic conditions (disutility values).
The sample used for analysis contained 18,450 individuals. The mean age was 50 years, 51.3% were women, 55% were overweight or obese and 46.7% had low social status. The mean utility was 0.94 in men and 0.89 in women. Elderly women, obese people, those of low social class and those with chronic conditions had significant lower utility values. Within the regression analysis, interaction assessment revealed that the detrimental effect of obesity disappeared in higher social classes. Utility values for all chronic conditions considered were lower in women than in men and were on a gradient within social class, the lowest for individuals declaring stroke. The greatest decrease on health-related quality of life was determined by declaration of stroke (17.6%) or mental diseases (18.6%).
The interactive effects of gender, age, educational level, social class, body mass index and chronic diseases on health-related quality of life in the Spanish population revealed important inequalities in health. Social class acted as a modulator of the stigma associated with obesity. Chronic conditions producing loss of autonomy had the greatest impact on reduction of health-related quality of life. This is the first study using the Spanish EQ-5D-5L value set to estimate utilities.
基于社会因素降低健康不平等现象一直是公共卫生政策发展的关键驱动力。健康相关生活质量是评估社会内部健康不平等的全球指标。本研究的目的是通过分析性别、年龄、教育水平、社会阶层、体重指数和慢性疾病对西班牙人群样本健康相关生活质量的交互影响,来确定健康不平等现象。
我们使用了 2011-2012 年西班牙国家健康调查的数据。健康相关生活质量通过 EQ-5D-5L 工具进行测量,应用了西班牙价值集。通过包括性别、年龄、教育水平、体重指数和社会阶层以及相应交互项的逻辑回归模型,确定了处于完全健康状态的可能性。应用两部分模型,将逻辑回归分析和广义线性模型相结合,计算与慢性疾病相关的调整后的效用损失(不便利值)。
用于分析的样本包含 18450 人。平均年龄为 50 岁,51.3%为女性,55%超重或肥胖,46.7%社会地位较低。男性的平均效用为 0.94,女性为 0.89。老年女性、肥胖人群、社会地位较低的人群以及患有慢性疾病的人群具有显著较低的效用值。在回归分析中,交互作用评估显示,肥胖在较高的社会阶层中,其不利影响消失了。考虑到所有慢性疾病,女性的效用值均低于男性,并且在社会阶层内呈梯度分布,患有中风的个体效用值最低。对健康相关生活质量影响最大的是中风(17.6%)或精神疾病(18.6%)的声明。
性别、年龄、教育水平、社会阶层、体重指数和慢性疾病对西班牙人群健康相关生活质量的交互影响揭示了健康方面的重要不平等现象。社会阶层作为肥胖相关耻辱感的调节剂发挥了作用。导致自主丧失的慢性疾病对健康相关生活质量的降低影响最大。这是首次使用西班牙 EQ-5D-5L 值集来估计效用的研究。