Statistik Austria, Guglgasse 13, 1110, Vienna, Austria.
BMC Public Health. 2023 Dec 1;23(1):2392. doi: 10.1186/s12889-023-16778-2.
Health is a fundamental aspect of many scientific disciplines and its definition and measurement is the analytical core of many empirical studies. Comprehensive measures of health, however, are typically precluded in survey research due to financial and temporal restrictions. Self-rated health (SRH) as a single indicator of health, on the other hand, exhibits a lack of measurement invariance by age and is biased due to non-health influences. In the three-item Minimum European Health Module (MEHM), SRH is complemented with questions on chronic health conditions and activity limitations, thus providing a compromise between single indicators and comprehensive measures.
Using data from the German Ageing Survey (2008 & 2014; n = 12,037), I investigated the feasibility to combine the MEHM into a generic health indicator and judged its utility in comparison to SRH as a benchmark. Additionally, I explored the option of an extended version of the MEHM by adding information on multimorbidity and the presence and intensity of chronic pain.
The analyses showed that both versions of the MEHM had a good internal consistency and each represented a single latent variable that can be computed using generalized structural equation modeling. The utility of this approach showed great promise as it significantly reduced age-specific reporting behavior and some non-health biases present in SRH.
Using the MEHM to measure generic (physical) health is a promising approach with a wide array of applications. Further research could extend these analyses to additional age groups, other countries, and establish standardized weights for greater comparability.
健康是许多科学学科的一个基本方面,其定义和衡量是许多实证研究的分析核心。然而,由于财务和时间限制,综合健康衡量通常在调查研究中是不可行的。另一方面,自评健康 (SRH) 作为健康的单一指标,由于年龄的影响和非健康因素的影响,表现出缺乏测量不变性。在三项最小欧洲健康模块 (MEHM) 中,SRH 补充了关于慢性健康状况和活动限制的问题,因此在单一指标和综合衡量之间提供了一个折衷方案。
使用德国老龄化调查(2008 年和 2014 年;n=12,037)的数据,我研究了将 MEHM 组合成通用健康指标的可行性,并将其与 SRH 作为基准进行了比较,以评估其效用。此外,我还探讨了通过添加关于多种疾病和慢性疼痛的存在和强度的信息来扩展 MEHM 的可能性。
分析表明,MEHM 的两个版本都具有良好的内部一致性,每个版本都代表一个可以使用广义结构方程模型计算的单一潜在变量。这种方法的实用性很有希望,因为它显著减少了特定年龄组的报告行为和 SRH 中存在的一些非健康偏见。
使用 MEHM 来衡量通用(身体)健康是一种很有前途的方法,具有广泛的应用。进一步的研究可以将这些分析扩展到其他年龄组、其他国家,并为更大的可比性建立标准化权重。