Fletcher Jason, Jajtner Katie, Kim Jinho
La Follette School of Public Affairs, University of Wisconsin-Madison, Madison, WI, USA.
Department of Population Health Sciences, University of Wisconsin-Madison, Madison, WI, USA.
SSM Popul Health. 2024 Aug 20;27:101708. doi: 10.1016/j.ssmph.2024.101708. eCollection 2024 Sep.
This study investigates geographic variations in ADRD mortality in the US. By considering both state of residence and state of birth, we aim to discern the relative importance of these geospatial factors.
We conducted a secondary data analysis of the National Longitudinal Mortality Study (NLMS), that has 3.5 million records from 1973 to 2011 and over 0.5 million deaths. We focused on individuals born in or before 1930, tracked in NLMS cohorts from 1979 to 2000. Employing multi-level logistic regression, with individuals nested within states of residence and/or states of birth, we assessed the role of geographical factors in ADRD mortality variation.
We found that both state of birth and state of residence account for a modest portion of ADRD mortality variation. Specifically, state of residence explains 1.19% of the total variation in ADRD mortality, whereas state of birth explains only 0.6%. When combined, both state of residence and state of birth account for only 1.05% of the variation, suggesting state of residence could matter more in ADRD mortality outcomes.
Findings of this study suggest that state of residence explains more variation in ADRD mortality than state of birth. These results indicate that factors in later life may present more impactful intervention points for curbing ADRD mortality. While early-life environmental exposures remain relevant, their role as primary determinants of ADRD in later life appears to be less pronounced in this study.
本研究调查美国阿尔茨海默病及相关痴呆症(ADRD)死亡率的地理差异。通过同时考虑居住州和出生州,我们旨在辨别这些地理空间因素的相对重要性。
我们对国家纵向死亡率研究(NLMS)进行了二次数据分析,该研究包含1973年至2011年的350万条记录以及超过50万例死亡数据。我们聚焦于1930年及以前出生的个体,这些个体在1979年至2000年的NLMS队列中被追踪。采用多水平逻辑回归,个体嵌套于居住州和/或出生州内,我们评估了地理因素在ADRD死亡率差异中的作用。
我们发现出生州和居住州均占ADRD死亡率差异的一小部分。具体而言,居住州解释了ADRD死亡率总差异的1.19%,而出生州仅解释了0.6%。两者结合时,居住州和出生州仅占差异的1.05%,这表明居住州在ADRD死亡率结果中可能更重要。
本研究结果表明,居住州比出生州能解释更多ADRD死亡率的差异。这些结果表明,晚年因素可能为降低ADRD死亡率提供更具影响力的干预点。虽然早年的环境暴露仍然相关,但在本研究中,它们作为ADRD晚年主要决定因素的作用似乎不那么明显。