Xu Xiao, Liang Jersey, Bennett Joan M, Botoseneanu Anda, Allore Heather G
Department of Obstetrics, Gynecology and Reproductive Sciences, Yale University, New Haven, Connecticut.
Department of Health Management and Policy, University of Michigan, Ann Arbor, Michigan. Institute of Gerontology, University of Michigan, Ann Arbor, Michigan.
J Gerontol B Psychol Sci Soc Sci. 2015 Jul;70(4):661-71. doi: 10.1093/geronb/gbu095. Epub 2014 Aug 26.
This research sought to examine socioeconomic stratification in the joint trajectories of physical, emotional, and cognitive functioning among older Americans and how it differs by age groups.
We used data from a nationally representative sample of 9,237 Americans age 65 or older from the Health and Retirement Study, who were observed biennially from 1998 to 2010. Joint trajectories of physical, emotional, and cognitive functioning were characterized using a group-based mixture model. We then applied multinomial logistic regression analysis to evaluate their linkages with socioeconomic status and how the linkages differ by age groups.
We identified four distinct patterns of joint changes in physical, emotional, and cognitive functioning over time. Accounting for 29.3%, 23.5%, 24.5%, and 22.6% of the older Americans, respectively, these trajectory patterns characterized groups of individuals experiencing minimal to severe levels of impairment and deterioration. Lower education, income, and net worth were associated with trajectories featuring greater impairment or more rapid deterioration in these functional dimensions. Disparities based on education, however, attenuated in later old age, whereas health benefits associated with higher income and higher net worth persisted into advanced age.
Distinct patterns of joint trajectories of physical, emotional, and cognitive functioning exist in old age. There were significant socioeconomic differences in the joint trajectories, with education-based inequality in health converging in later old age. Further research identifying strategies to alleviate the disproportionate burden of poor multidimensional health trajectories in lower socioeconomic groups is important.
本研究旨在探讨美国老年人身体、情感和认知功能联合轨迹中的社会经济分层情况,以及不同年龄组之间的差异。
我们使用了来自健康与退休研究(Health and Retirement Study)的全国代表性样本数据,该样本包含9237名65岁及以上的美国人,从1998年到2010年每两年进行一次观察。使用基于群体的混合模型来描述身体、情感和认知功能的联合轨迹。然后应用多项逻辑回归分析来评估它们与社会经济地位的联系,以及不同年龄组之间这种联系的差异。
我们确定了随着时间推移身体、情感和认知功能联合变化的四种不同模式。这些轨迹模式分别占美国老年人的29.3%、23.5%、24.5%和22.6%,它们刻画了经历从轻微到严重程度的损伤和衰退的个体群体。较低的教育程度、收入和净资产与这些功能维度中具有更大损伤或更快衰退的轨迹相关。然而,基于教育的差距在老年后期有所减弱,而与较高收入和较高净资产相关的健康益处持续到高龄阶段。
老年阶段存在身体、情感和认知功能联合轨迹的不同模式。联合轨迹存在显著的社会经济差异,基于教育的健康不平等在老年后期趋于一致。进一步研究确定减轻社会经济地位较低群体多维健康轨迹不佳带来的不成比例负担的策略很重要。