Gupta Anjali, Wilson Lauren E, Pinheiro Laura C, Herring Amy H, Brown Tyson, Howard Virginia J, Akinyemiju Tomi F
Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA.
Stanford University School of Medicine, Stanford, CA, USA.
SSM Popul Health. 2023 Oct 26;24:101546. doi: 10.1016/j.ssmph.2023.101546. eCollection 2023 Dec.
Low educational attainment is associated with excess cancer mortality. However, the mechanisms driving this association remain unknown.
Using data from the REasons for Geographic and Racial Differences in Stroke (REGARDS) study, we evaluated the associations of participant and parental/caregiver education with cancer mortality using Cox proportional hazards models, adjusting for socio-demographic characteristics and health conditions. We used principal components analysis to generate indices of measures representing the social determinants of health (SDOH) and health behaviors. We used structural equation modeling to determine if the association between educational attainment and cancer mortality was mediated by these domains.
Among 30,177 REGARDS participants included in this analysis, 3798 (12.6%) had less than a high school degree. In fully adjusted models, those without a high school education experienced about 50% greater risk of death than high school graduates and higher (White participants HR: 1.47; 95% CI: 1.23, 1.76 and Black HR: 1.54; 95% CI: 1.33, 1.79). There was evidence of a modest mediation effect for the association between education and cancer mortality by the SDOH domain score (White total effect HR: 1.25; 95% CI: 1.18, 1.33, indirect effect HR: 1.04; 95% CI: 1.03, 1.05, direct effect HR: 1.21; 95% CI: 1.14, 1.28 and Black total effect HR: 1.24; 95% CI: 1.18, 1.29, indirect effect HR: 1.04; 95% CI: 1.03, 1.05, direct effect HR: 1.19; 95% CI: 1.14, 1.24). There was no evidence of mediation by the health behaviors score. No significant associations were found for female caregiver/mother's or male caregiver/father's education (N = 13,209).
In conclusion, participant education was strongly associated with cancer mortality, and this association was partially mediated by the SDOH domain score.
低教育水平与癌症死亡率过高有关。然而,导致这种关联的机制尚不清楚。
利用来自中风地理和种族差异原因(REGARDS)研究的数据,我们使用Cox比例风险模型评估了参与者以及父母/照顾者的教育程度与癌症死亡率之间的关联,并对社会人口学特征和健康状况进行了调整。我们使用主成分分析来生成代表健康的社会决定因素(SDOH)和健康行为的测量指标。我们使用结构方程模型来确定教育程度与癌症死亡率之间的关联是否由这些领域介导。
在纳入本次分析的30177名REGARDS参与者中,3798人(12.6%)的教育程度低于高中。在完全调整的模型中,未接受高中教育的人比高中及以上学历的人死亡风险高约50%(白人参与者风险比:1.47;95%置信区间:1.23,1.76;黑人风险比:1.54;95%置信区间:1.33,1.79)。有证据表明,SDOH领域得分对教育程度与癌症死亡率之间的关联有适度的中介作用(白人总效应风险比:1.25;95%置信区间:1.18,1.33,间接效应风险比:1.04;95%置信区间:1.03,1.05,直接效应风险比:1.21;95%置信区间:1.14,1.28;黑人总效应风险比:1.24;95%置信区间:1.18,1.29,间接效应风险比:1.04;95%置信区间:1.03,1.05,直接效应风险比:1.19;95%置信区间:1.14,1.24)。没有证据表明健康行为得分有中介作用。未发现女性照顾者/母亲或男性照顾者/父亲的教育程度有显著关联(N = 13209)。
总之,参与者的教育程度与癌症死亡率密切相关,且这种关联部分由SDOH领域得分介导。