Estimating Contributions of Social and Behavioral Factors to Cardiovascular Disease, Cancer, COPD, and Unintentional-Injury Mortality Disparities by Psychological Distress in the United States: A Blinder-Oaxaca Decomposition Analysis of the 1997-2014 NHIS-NDI Record Linkage Study
Hyunjung Lee, Gopal K. Singh
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Abstract
Background: Previous research has shown a significant association between psychological distress (PD) and cause-specific mortality, but contributions of sociodemographic and behavioral characteristics to mortality differences by PD are not fully explored.
Methods: The Blinder-Oaxaca decomposition analysis was used to quantify the contributions of individual sociodemographic and behavioral characteristics to the observed cardiovascular disease (CVD), cancer, chronic obstructive pulmonary disease (COPD), and unintentional-injury mortality disparities between United States (US) adults with no PD and those with serious psychological distress (SPD), using the pooled 1997-2014 data from the National Health Interview Survey prospectively linked to the National Death Index (N=263,825).
Results: Lower levels of education and household income, and higher proportions of current smokers, former drinkers, non-married adults, US-born, and renters contributed to higher mortality for adults with SPD. The relative percentage of mortality explained by sociodemographic and behavioral factors was highest for cancer mortality (71.25%) and lowest for unintentional-injury mortality (20.19%). Enhancing education level among adults with SPD would decrease approximately 30% of cancer or CVD mortality disparity, and around 10% of COPD and unintentional-injury mortality disparities. Half of the cancer mortality disparity (47.4%) could be attributed to a single factor, smoking. Increasing income level will decrease 7 to 13% of the disparity in cause-specific mortality. Higher proportions of renters explained higher CVD and COPD mortality among adults with SPD by 7% and 3%, respectively. Higher proportions of former drinkers explained higher CVD, cancer, and COPD mortality among adults with SPD by 6%, 7%, and 3%, respectively. Younger age, higher proportion of females, and higher BMI among adults with SPD mitigated the mortality disparities.
Conclusions and Implications for Translational Research: Improved education and income levels, and reduced smoking among US adults with SPD would eliminate around 90% of the cancer mortality disparity by SPD, and half of the CVD mortality disparity.
Copyright © 2021 Lee and Singh. Published by Global Health and Education Projects, Inc. This is an open-access article distributed under the terms of the Creative Commons Attribution License CC BY 4.0.
社会和行为因素对美国心血管疾病、癌症、慢性阻塞性肺病和意外伤害死亡率差异的贡献估计(基于心理困扰):1997-2014年NHIS-NDI记录关联研究的盲-瓦哈卡分解分析
背景:先前的研究表明,心理困扰(PD)与特定原因死亡率之间存在显著关联,但社会人口学和行为特征对PD死亡率差异的贡献尚未得到充分探讨。方法:使用Blinder-Ohaxaca分解分析来量化个体社会人口学和行为特征对观察到的无PD的美国成年人和有严重心理困扰的美国成年人之间的心血管疾病(CVD)、癌症、慢性阻塞性肺病(COPD)和非常规伤害死亡率差异的贡献,使用1997-2014年全国健康访谈调查的汇总数据,前瞻性地与全国死亡指数(N=263825)相关联。结果:较低的教育水平和家庭收入,以及较高的当前吸烟者、前饮酒者、未婚成年人、美国出生者和租房者比例,导致SPD成年人的死亡率较高。社会人口统计学和行为因素解释的死亡率的相对百分比在癌症死亡率中最高(71.25%),在非常规伤害死亡率中最低(20.19%)。提高SPD成人的教育水平将减少约30%的癌症或CVD死亡率差异,以及约10%的COPD和非常规伤害死亡差异。癌症死亡率差异的一半(47.4%)可归因于吸烟这一单一因素。收入水平的提高将使特定原因死亡率的差异减少7%至13%。较高比例的租房者解释了SPD成年人心血管疾病和慢性阻塞性肺病死亡率分别高出7%和3%。既往饮酒者比例越高,说明成年SPD患者的心血管疾病、癌症和慢性阻塞性肺病死亡率分别高出6%、7%和3%。SPD患者的年龄更小、女性比例更高、BMI更高,这些都缓解了死亡率差异。转化研究的结论和意义:在患有SPD的美国成年人中,提高教育和收入水平,减少吸烟,将消除约90%的SPD癌症死亡率差异和一半的CVD死亡率差异。版权所有©2021 Lee and Singh。由Global Health and Education Projects,股份有限公司出版。这是一篇根据知识共享归因许可CC by 4.0条款发布的开放获取文章。
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