Sauerberg Markus
Vienna Institute of Demography (OeAW), Wittgenstein Centre for Demography and Global Human Capital (IIASA, OeAW, University of Vienna), Vordere Zollamtsstrasse 3, 1030, Vienna, Austria.
SSM Popul Health. 2021 Jun 26;15:100857. doi: 10.1016/j.ssmph.2021.100857. eCollection 2021 Sep.
Healthy Life Years (HLY) is a prominent summary indicator for evaluating and comparing the levels of population health status across Europe. Variations in HLY, however, do not necessarily reflect underlying differences in health and mortality levels among countries and the indicator is particularly sensitive when broken down by subpopulations. For instance, despite European countries showing large HLY inequalities by educational level, these countries are also heterogenous regarding their population composition by educational attainment, which most likely affects their HLY levels. We demonstrate how this compositional effect shapes HLY levels by providing estimates for HLY by educational attainment and gender for 16 European countries using the Sullivan method. We use prevalence data about limitations in daily activities from the European Union Statistics on Income and Living Conditions (EU-SILC) and mortality data from the Eurostat database. Finally, we adjust for compositional effects by means of standardization. The education-adjusted HLY estimates do not differ much from conventional HLY. Yet, we find that in some countries HLY levels are indeed affected by the population composition by educational attainment. For example, low-, medium-, and high educated individuals in Portugal show more HLY than their counterparts in Poland. Still, Poland's total HLY value slightly exceeds that of Portugal, indicating favorable health and mortality conditions in Poland. It is Poland's lower relative number of low educated individuals in its population that is responsible for producing this higher total HLY value. We conclude that differentials in HLY due to differences in the relative size of educational subpopulations are generally small in HLY across Europe but they can play an important role for countries that experienced large differences in their educational expansion.
健康生活年(HLY)是评估和比较欧洲各国人口健康状况水平的一个重要综合指标。然而,HLY的差异并不一定反映各国在健康和死亡率水平上的潜在差异,而且该指标在按亚人群细分时特别敏感。例如,尽管欧洲国家在HLY方面因教育水平存在巨大不平等,但这些国家在按教育程度划分的人口构成方面也存在差异,这很可能会影响其HLY水平。我们通过使用沙利文方法对16个欧洲国家按教育程度和性别进行HLY估计,展示了这种构成效应如何塑造HLY水平。我们使用了来自欧盟收入和生活条件统计(EU - SILC)的关于日常活动受限的患病率数据以及来自欧盟统计局数据库的死亡率数据。最后,我们通过标准化来调整构成效应。经教育调整后的HLY估计值与传统的HLY差异不大。然而,我们发现,在一些国家,HLY水平确实受到按教育程度划分的人口构成的影响。例如,葡萄牙低、中、高学历人群的HLY高于波兰的同类人群。尽管如此,波兰的HLY总值略高于葡萄牙,这表明波兰的健康和死亡率状况较好。正是波兰人口中低学历个体的相对数量较少,才使得其HLY总值较高。我们得出结论,在欧洲,由于教育亚人群相对规模差异导致的HLY差异总体较小,但对于那些教育扩张存在巨大差异的国家来说,这种差异可能会发挥重要作用。