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Estimating effects of hypothetical public health interventions on health disparities: A standardization-based simulation approach. 估计假设的公共卫生干预对健康差异的影响:一种基于标准化的模拟方法。
IF 4.8 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-22 DOI: 10.1093/aje/kwaf279
Xi Wang, Toshiaki Komura, Yuki Arakawa, Ruijia Chen, Atsushi Nakagomi, Andrew Steptoe, Koichiro Shiba

Causal inference research typically estimates effects on population average health rather than impacts on health disparities. We present a standardization-based approach to simulate how altering population distributions of exposures might change health disparities, with explicit consideration of two mechanisms: differential exposure distributions and heterogeneous exposure effects across social groups. Using data from the Health and Retirement Study (n=11,322) and the English Longitudinal Study of Ageing (n=5,179), we examined how hypothetical interventions reducing social isolation and loneliness might affect socioeconomic and racial disparities in cognitive functioning among older adults. Social isolation was longitudinally associated with lower average cognitive functioning in both HRS and ELSA, with evidence of effect heterogeneity in the HRS sample, where the adverse association was stronger among individuals with lower education, Black race, and paradoxically, higher income/wealth. Simulations demonstrated that reducing social isolation would narrow cognitive disparities across income, wealth, education, and race. Interventions specifically targeting exposure disparities achieved greater reductions than uniform approaches. This framework enables researchers to move beyond estimating average treatment effects to quantifying how different intervention strategies might reduce health disparities between social groups.

因果推理研究通常估计对人口平均健康的影响,而不是对健康差距的影响。我们提出了一种基于标准化的方法来模拟暴露人群分布的变化如何改变健康差异,明确考虑了两种机制:不同社会群体的不同暴露分布和异质暴露效应。利用健康与退休研究(n=11,322)和英国老龄化纵向研究(n=5,179)的数据,我们研究了减少社会隔离和孤独感的假设干预措施如何影响老年人认知功能的社会经济和种族差异。在HRS和ELSA中,社会孤立与较低的平均认知功能存在纵向关联,在HRS样本中存在效应异质性的证据,其中教育程度较低、黑人种族和矛盾的是,较高收入/财富的个体之间的不利关联更强。模拟表明,减少社会隔离将缩小收入、财富、教育和种族之间的认知差异。专门针对暴露差异的干预措施比统一方法取得了更大的成效。这个框架使研究人员能够超越估计平均治疗效果,量化不同的干预策略如何减少社会群体之间的健康差距。
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引用次数: 0
COVID-19 Infection and Risk of Incident Hypertension: A Case-Control Time-to-Event Study. COVID-19感染与高血压发病风险:一项病例-对照时间-事件研究
IF 4.8 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-22 DOI: 10.1093/aje/kwaf283
Jeremy David Goldhaber-Fiebert, Shannon C Phillips, Kimberley D Lucas, Donna A Jacobsen, David Studdert

Most previous studies of increased hypertension (HTN) incidence following COVID-19 infection lack longitudinal testing and diagnostic information and under-represent minorities. We examined this relationship using a case-control time-to-event-study of 39,746 individuals continuously incarcerated from January 1, 2019 to March 1, 2020 (pandemic start), followed until March 1, 2023 in 31 California state prisons. Those included had no pre-pandemic HTN diagnosis and no blood pressure-altering medication prescriptions; had BMI and blood pressure measurements before and during the pandemic; and were tested for COVID-19. Exposure began 31 days after COVID-19 positivity. Clinical diagnosis established incident HTN. Multivariate Cox proportional hazards models adjusted for age, sex, race/ethnicity, BMI, baseline blood pressure, and frequency of healthcare contacts and COVID-19 testing. We assessed confounding from changes in HTN testing post-COVID. 21,480 individuals tested COVID-19 positive prior to HTN diagnosis (or censoring). The subsequent crude HTN incidence rate was 32.5 per 1,000 person-years (exposed) [95%CI: 30.5-34.6] versus 27.1 (unexposed) [25.8-28.5]. COVID-19 infection was associated with significantly increased HTN incidence (main effects HRR: 1.44 [1.32-1.57]; including interactions: HRR: 2.05 [1.50-2.79]), with stronger association for higher BMI, higher pre-pandemic blood pressure, and older age. Potential confounding from post-COVID increases in HTN diagnostic testing cannot explain these results.

大多数先前关于COVID-19感染后高血压(HTN)发病率增加的研究缺乏纵向检测和诊断信息,并且代表性不足。我们通过对2019年1月1日至2020年3月1日(大流行开始)期间连续监禁的39,746人的病例对照时间-事件研究来检验这种关系,随后在31个加利福尼亚州监狱中直到2023年3月1日。这些人在大流行前没有HTN诊断,也没有开过改变血压的药物处方;在大流行之前和期间测量过BMI和血压;并接受了COVID-19检测。暴露开始于COVID-19阳性后31天。临床诊断确定事件HTN。多变量Cox比例风险模型调整了年龄、性别、种族/民族、BMI、基线血压、医疗接触频率和COVID-19检测。我们评估了covid后HTN检测变化带来的混淆。21,480人在HTN诊断(或审查)前检测出COVID-19阳性。随后的粗HTN发病率为32.5 / 1000人年(暴露)[95%CI: 30.5-34.6],而27.1 / 1000人年(未暴露)[25.8-28.5]。COVID-19感染与HTN发生率显著升高相关(主效应HRR: 1.44[1.32-1.57];包括相互作用:HRR: 2.05[1.50-2.79]),且与BMI升高、大流行前血压升高和年龄增大的相关性更强。冠状病毒病后HTN诊断检测增加的潜在混淆因素无法解释这些结果。
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引用次数: 0
Subgroup Analyses and Effect Modification with Bayesian Kernel Machine Regression. 基于贝叶斯核机回归的子群分析及效果修正。
IF 4.8 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-19 DOI: 10.1093/aje/kwaf281
Danielle Demateis, Kayleigh P Keller, Brent A Coull, Ander Wilson

There is substantial interest in estimating the health effects of exposure to environmental mixtures. Bayesian kernel machine regression (BKMR) has emerged as a popular tool for mixture analyses. The health effects of environmental exposures, including mixture exposures, often differ among subpopulations. However, there is little guidance on how to assess such heterogeneity for mixture effects. We provide tools and guidance to conduct BKMR analyses with effect modification, including estimating group-specific effects and between-group differences in effects. We propose a new group-separable BKMR variant for mixture analyses with effect modification by a categorical variable. We compare this new method to a stratified analysis and to a model that includes the categorical modifier directly in the BKMR kernel function in both a simulation study and the analysis of a metals mixture on children's neurodevelopment with child sex as a binary modifier in a rural Bangladesh cohort. Both stratified BKMR and the new group-separable BKMR have the flexibility to capture interactions and estimate between-group differences. The group-separable BKMR has lower variance compared to stratified BKMR, particularly when there are small subgroup sizes. We provide code and data to implement the methods and reproduce simulations and analyses.

人们对估计接触环境混合物对健康的影响非常感兴趣。贝叶斯核机回归(BKMR)已成为一种流行的混合分析工具。环境接触,包括混合接触,对健康的影响在亚人群中往往不同。然而,关于如何评估这种混合效应的异质性,几乎没有指导。我们提供工具和指导,以进行BKMR分析,并进行效果修改,包括估计组特异性效应和组间效应差异。我们提出了一种新的组可分离的BKMR变体,用于混合分析,并通过分类变量进行效果修改。我们将这种新方法与分层分析和模型进行比较,该模型在模拟研究和分析儿童神经发育的金属混合物中直接包括BKMR核函数中的分类修饰符,其中儿童性别作为孟加拉国农村队列中的二元修饰符。分层BKMR和新的组可分BKMR都具有捕获相互作用和估计组间差异的灵活性。与分层BKMR相比,群体可分离BKMR具有更低的方差,特别是当有较小的亚群大小时。我们提供代码和数据来实现这些方法并重现模拟和分析。
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引用次数: 0
Historical redlining, breast cancer survival, and the mediating and modifying role of contemporary neighborhood socioeconomic conditions. 历史红线,乳腺癌生存,以及当代社区社会经济条件的中介和调节作用。
IF 4.8 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-19 DOI: 10.1093/aje/kwaf282
Sarah M Lima, Tia M Palermo, Lili Tian, Furrina F Lee, Tabassum Z Insaf, Henry Louis Taylor, Helen C S Meier, Deborah O Erwin, Heather M Ochs-Balcom

Historical redlining, a 1930s residential segregation policy, has been associated with contemporary breast cancer survival, but the role of contemporary neighborhood socioeconomic condition is unclear. We investigated mediating and modifying effects of neighborhood socioeconomic condition. This New York State Cancer Registry-based cohort included 60,773 invasive breast cancer cases. Cases were assigned a historical redlining grade (A-D) through linkage to residential census tract at diagnosis. We used labor class index of concentration at the extremes to proxy neighborhood socioeconomic condition. Four-way decomposition evaluated mediation and modification of neighborhood socioeconomic condition on redlining and breast cancer survival. The total effect (risk ratio, RR) on 5-year mortality from D-grade vs. A-grade =1.20 (95% CI: 1.09, 1.31), which decomposed to a controlled direct effect excess RR (ERR)=0.10 (95% CI: -0.01, 0.21) and a pure indirect effect ERR=0.09 (95% CI: 0.05, 0.13); significant interaction was not detected. Results were consistent among hormone receptor+, local-, and regional-stage tumors, but not HR- or distant-stage tumors. Decomposition differs by race/ethnicity. Contemporary neighborhood socioeconomic condition mediates approximately half the association between historical redlining and all-cause breast cancer survival, while the other half is attributed to historical redlining. Interventions addressing neighborhood socioeconomic condition may attenuate redlining-based breast cancer survival disparities.

历史上的红线,即20世纪30年代的住宅隔离政策,与当代乳腺癌生存率有关,但当代社区社会经济条件的作用尚不清楚。研究了社区社会经济条件的中介和修正效应。这项基于纽约州癌症登记处的队列研究包括60,773例浸润性乳腺癌病例。通过与诊断时居住人口普查区的联系,将病例分配为历史划线等级(a - d)。我们使用极端情况下的劳动阶级集中度指数来代表社区的社会经济状况。四向分解评估了社区社会经济条件对红线和乳腺癌生存的中介和调节作用。对d级和a级5年死亡率的总影响(风险比,RR)= 1.20 (95% CI: 1.09, 1.31),分解为受控的直接影响超额RR (ERR)=0.10 (95% CI: -0.01, 0.21)和纯粹的间接影响ERR=0.09 (95% CI: 0.05, 0.13);未检测到显著的相互作用。结果在激素受体+期、局部期和区域期肿瘤中是一致的,但在HR-期或远端期肿瘤中则不一致。分解因种族/民族而异。当代社区社会经济条件介导了历史红线与全因乳腺癌生存率之间约一半的关联,而另一半归因于历史红线。针对社区社会经济状况的干预措施可能会减弱基于红线的乳腺癌生存差异。
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引用次数: 0
Long-term impact of PM2.5 on mortality is exacerbated when wildfire events occur. 当野火事件发生时,PM2.5对死亡率的长期影响会加剧。
IF 4.8 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-17 DOI: 10.1093/aje/kwaf278
Federica Spoto, Francesca Dominici, Tarik Benmarhnia, Danielle Braun, Joan A Casey
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引用次数: 0
Longitudinal Study of Dietary Intake and Risk of Persistent Tinnitus in Two Large Independent Cohorts of Women. 两个大型独立女性队列中饮食摄入与持续性耳鸣风险的纵向研究。
IF 4.8 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-17 DOI: 10.1093/aje/kwaf277
Sharon G Curhan, Oana A Zeleznik, Meir J Stampfer, Gary C Curhan

Persistent tinnitus is common, often disabling, and challenging to treat. Greater adherence to healthy diet patterns was associated with 30% lower risk of hearing loss. Dietary factors have also been implicated in tinnitus, but findings are not consistent and longitudinal studies are scarce. We examined the longitudinal associations of healthy diet patterns, specific food groups, individual foods and risk of developing persistent tinnitus in two independent cohorts of 113,554 women, the Nurses' Health Study (NHS)(1984-2022;n=42,504) and NHS2 (1991-2021;n= 71,050). Validated food frequency questionnaires assessed diet every 4 years. We used multivariable-adjusted Cox proportional hazards regression to examine independent associations in cohort-specific and pooled analyses. After 2,643,510 person-years of follow-up, 22,879 cases of incident tinnitus were reported. While greater adherence to overall healthy diet patterns did not consistently reduce risk, in both cohorts we observed higher fruit intake was associated with reduced risk, and higher intakes of whole grains, legumes and sugar-sweetened beverages (SSBs) were associated with greater risk of incident tinnitus. Comparing highest to lowest quintiles of intake, the pooled MVHRs were: 0.81 (0.77,0.85)(p-trend<0.0001) for fruit; 1.26 (1.20,1.32)(p-trend<0.0001) for whole grains; 1.13 (1.08,1.18)(p-trend<0.0001) for legumes; and 1.12 (1.07,1.17)(p-trend<0.0001) for SSBs. Diet composition appears to alter the risk of developing tinnitus.

持续性耳鸣是常见的,往往致残,并具有挑战性的治疗。更坚持健康的饮食模式与听力损失风险降低30%相关。饮食因素也与耳鸣有关,但研究结果不一致,而且缺乏纵向研究。我们在护士健康研究(NHS)(1984-2022;n=42,504)和NHS2 (1991-2021;n= 71,050)两个独立队列中,对113,554名女性进行了健康饮食模式、特定食物组、个体食物和发生持续性耳鸣风险的纵向关联研究。经过验证的食物频率问卷每4年评估一次饮食。我们使用多变量调整的Cox比例风险回归来检验特定队列和合并分析中的独立关联。经过2,643,510人年的随访,报告了22,879例偶发性耳鸣。虽然更坚持整体健康的饮食模式并不能始终降低风险,但在两个队列中,我们观察到高水果摄入量与降低风险相关,而高全谷物、豆类和含糖饮料(SSBs)摄入量与更高的偶发耳鸣风险相关。比较摄入最高和最低五分位数,合并mvhr为:0.81 (0.77,0.85)(p趋势)
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引用次数: 0
Assessment of subsequent fecundability in parents of children with congenital abnormalities: A matched cohort study from China. 先天性异常儿童父母后续生育能力的评估:一项来自中国的匹配队列研究。
IF 4.8 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-16 DOI: 10.1093/aje/kwaf267
Jun Zhao, Yue Zhang, Hongguang Zhang, Zuoqi Peng, Aiping Tian, Jingwei Wu, Qiaoyun Dai, Yuanyuan Wang, Lifang Jiang, Jing'e Peng, Xu Ma

The birth and diagnosis of a child with congenital abnormalities can alter parental reproductive patterns, yet its association with subsequent fecundability remains insufficiently explored. We conducted a government-supported matched cohort study in China to evaluate this association and assess whether it varies by the severity of the child's condition and parental characteristics. A total of 2448 couples from the National Free Pre-conception Check-up Project between 2012 and 2018 attempting to conceive again were included: 612 exposed couples with children affected by congenital abnormalities and 1836 non-exposed couples with unaffected children and no adverse pregnancy history. Participants were followed via telephone every 3 months for one year to track pregnancy outcomes. Cox proportional hazards models with a shared frailty were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) for fecundability. Overall, exposed couples demonstrated a 28% higher fecundability than non-exposed couples (HR 1.28, 95% CI: 1.10-1.49). This association was primarily observed among parents with "healthy" characteristics and those whose children had single-system/body-part congenital abnormalities (HR 1.27, 95% CI: 1.09-1.48). These findings highlight the importance of integrated fertility counseling, prenatal screening, and psychological support for families seeking subsequent pregnancies after the birth of a child with congenital abnormalities.

先天性畸形儿童的出生和诊断可以改变父母的生殖模式,但其与随后的生育能力的关系仍未充分探讨。我们在中国进行了一项政府支持的匹配队列研究,以评估这种关联,并评估其是否因儿童病情的严重程度和父母特征而变化。纳入2012 - 2018年全国孕前免费体检项目中再次尝试怀孕的2448对夫妇:612对暴露夫妇,其子女存在先天性异常;1836对未暴露夫妇,其子女未受影响,无不良妊娠史。参与者每三个月通过电话随访一次,持续一年,以跟踪怀孕结果。采用具有共同脆弱性的Cox比例风险模型来估计可育性的风险比(hr)和95%置信区间(ci)。总体而言,暴露夫妇的受孕率比未暴露夫妇高28% (HR 1.28, 95% CI: 1.10-1.49)。这种关联主要在具有“健康”特征的父母和孩子有单系统/身体部位先天性异常的父母中观察到(HR 1.27, 95% CI: 1.09-1.48)。这些发现强调了综合生育咨询、产前筛查和心理支持对先天性异常儿童出生后寻求再次怀孕的家庭的重要性。
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引用次数: 0
Reframing the fragility index as bias analysis: sensitivity analysis, p-values, parameterizations, and confidence intervals. 将脆弱性指数重构为偏差分析:敏感性分析、p值、参数化和置信区间。
IF 4.8 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-15 DOI: 10.1093/aje/kwaf276
Tyler J VanderWeele

The fragility index is generally presented as a metric to assess how sensitive the passing of a particular p-value threshold is to the number of changes in event status. In many cases, the "statistical significance" of a result may be quite fragile. An alternative interpretation of the fragility index is proposed that reframes it as a sensitivity analysis or bias analysis for particular forms of misclassification. The reframing also makes clear the comparative relevance of different analogues of the fragility index for survival data, such as that proposed by Xing, et al. (Am J Epidemiol. 0000;000(00):0000-0000) and others, and further moves away from more dichotomous interpretations concerning p-value thresholds.

脆弱性指数通常作为一种度量来评估特定p值阈值的通过对事件状态变化数量的敏感程度。在许多情况下,结果的“统计显著性”可能相当脆弱。提出了对脆弱性指数的另一种解释,将其重新定义为对特定形式的错误分类的敏感性分析或偏差分析。重构还明确了脆弱性指数对生存数据的不同类似物的比较相关性,如Xing等人提出的(Am J Epidemiol. 0000;000(00):0000-0000)和其他类似物,并进一步摆脱了关于p值阈值的更二元的解释。
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引用次数: 0
Rising black life expectancy in an era of increased immigration. 在移民不断增加的时代,黑人的预期寿命不断延长。
IF 4.8 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-11 DOI: 10.1093/aje/kwaf273
Arun S Hendi, Veronica Clevenstine

Though American mortality conditions have deteriorated in recent years, one bright spot has been Black life expectancy. Between 1994 and 2019, Black life expectancy rose by five years for women and seven years for men, with most of these gains attributed to improving social and economic conditions for Black Americans. Over this same period, immigration also increased, with immigrants and their children now making up 22% of the Black population. This study shows that rising immigration is directly responsible for nearly 15% of the improvement in Black life expectancy. In 2019, immigrants added 1.5 years to overall Black life expectancy for men and 1.0 years for women. At the working ages, immigration reduces mortality by 15% and is projected to reduce overall Black mortality by 30% in the coming decades. During the COVID-19 pandemic, life expectancy for the US-born Black population with US-born parents fell by three years, but the foreign-born Black population experienced a 7-year drop, among the largest year-over-year declines for any major population subgroup. The story about rising Black life expectancy is thus more complicated-there has been a very real story of racial progress, but that story is overinflated when not considering the role of immigration.

尽管近年来美国人的死亡率有所下降,但黑人的预期寿命却有一个亮点。1994年至2019年期间,黑人女性预期寿命增加了5年,男性预期寿命增加了7年,这主要归功于黑人社会和经济条件的改善。在同一时期,移民也在增加,移民和他们的孩子现在占黑人人口的22%。这项研究表明,不断增加的移民对黑人预期寿命的改善负有近15%的直接责任。2019年,移民使黑人男性和女性的总体预期寿命分别增加了1.5岁和1.0岁。在工作年龄,移民使死亡率降低了15%,预计在未来几十年将使黑人总体死亡率降低30%。在2019冠状病毒病大流行期间,父母在美国出生的美国出生的黑人人口的预期寿命下降了3年,但在外国出生的黑人人口的预期寿命下降了7年,是所有主要人口亚群中同比降幅最大的。因此,关于黑人预期寿命上升的故事就更加复杂了——种族进步是一个非常真实的故事,但如果不考虑移民的作用,这个故事就被夸大了。
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引用次数: 0
Poverty and Ethnic Patterns in COVID-19 Excess Mortality: Evidence from Chile, 2020-2022. 贫困和族裔模式与COVID-19高死亡率的关系:来自智利的证据,2020-2022年。
IF 4.8 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-10 DOI: 10.1093/aje/kwaf274
Raj Kumar Subedi, Svenn-Erik Mamelund, Iris Delgado, Isabel Matute, Carla Castillo Laborde, Elienai Joaquin-Damas, Gerardo Chowell

The COVID-19 pandemic highlighted deep-rooted health inequities globally, with marginalized populations showing disproportionate disease burden. We employed Serfling regression models and multivariable analyses to estimate excess mortality across geographic, demographic, and poverty groups from 2020-2022 in Chile. Elderly populations (80+ years) experienced the highest excess mortality (267.35 per 10,000 population), more than eight times higher than those under 80 years (30.80 per 10,000 population). Multivariable linear regression models showed both Indigenous proportion (coefficient=53.66, p<0.001) and elderly population proportion (coefficient=5.68, p<0.01) as the strong predictors of comuna level excess mortality. Poverty correlated significantly with excess mortality (r=0.23, p<0.001) but this association weakened after adjustment for other covariates in multivariable models. Excess mortality peaked in 2021 rather than in 2020 for most groups, with males initially experiencing higher rates during early pandemic waves. Spatial analyses revealed statistically significant clustering (Moran's I=0.119, p<0.001) with identifiable hotspots in northern Chile and parts of the south. These findings indicated persistent mortality disparities by age and Indigenous status, independent of poverty, and highlight the urgent need for equity-focused pandemic preparedness. An effective pandemic response should integrate biomedical measures, such as vaccination, with culturally grounded strategies that address structural barriers and the broader social determinants of health.

2019冠状病毒病大流行凸显了全球根深蒂固的卫生不平等现象,边缘化人群承受着不成比例的疾病负担。我们采用Serfling回归模型和多变量分析来估计2020-2022年智利不同地理、人口和贫困群体的超额死亡率。老年人口(80岁以上)的超额死亡率最高(每1万人267.35人),比80岁以下人口(每1万人30.80人)高出8倍多。多元线性回归模型显示,本地比例(系数=53.66,p
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引用次数: 0
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American journal of epidemiology
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