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邻里层面社会经济特征在密歇根州沙门氏菌感染中的作用(1997 - 2007年):使用地理信息系统进行评估

The role of neighborhood level socioeconomic characteristics in Salmonella infections in Michigan (1997-2007): assessment using geographic information system.

作者信息

Younus Muhammad, Hartwick Edward, Siddiqi Azfar A, Wilkins Melinda, Davies Herbert D, Rahbar Mohammad, Funk Julie, Saeed Mahdi

机构信息

Department of Epidemiology, Michigan State University, East Lansing, Michigan 48824, USA.

出版信息

Int J Health Geogr. 2007 Dec 19;6:56. doi: 10.1186/1476-072X-6-56.

Abstract

BACKGROUND

The majority of U.S. disease surveillance systems contain incomplete information regarding socioeconomic status (SES) indicators like household or family income and educational attainment in case reports, which reduces the usefulness of surveillance data for these parameters. We investigated the association between select SES attributes at the neighborhood level and Salmonella infections in the three most populated counties in Michigan using a geographic information system.

METHODS

We obtained data on income, education, and race from the 2000 U.S. Census, and the aggregate number of laboratory-confirmed cases of salmonellosis (1997-2006) at the block group level from the Michigan Department of Community Health. We used ArcGIS to visualize the distribution, and Poisson regression analysis to study associations between potential predictor variables and Salmonella infections.

RESULTS

Based on data from 3,419 block groups, our final multivariate model revealed that block groups with lower educational attainment were less commonly represented among cases than their counterparts with higher education levels (< high school degree vs. > or = college degree: rate ratio (RR) = 0.79, 95% confidence interval (CI):0.63, 0.99; > or = and high school degree, but no college degree vs. > or = college degree: RR = 0.84, 95% CI: 0.76, 0.92). Levels of education also showed a dose-response relation with the outcome variable, i.e., decreasing years of education was associated with a decrease in Salmonella infections incidence at the block group level.

CONCLUSION

Education plays a significant role in health-seeking behavior at the population level. It is conceivable that a reporting bias may exist due to a greater detection of Salmonella infections among high education block groups compared to low education block groups resulting from differential access to healthcare. In addition, individuals of higher education block groups who also have greater discretionary income may eat outside the home frequently and be more likely to own pets considered reservoirs of Salmonella, which increase the likelihood of contracting Salmonella infections compared to their counterparts with lower levels of education. Public health authorities should focus on improving the level of disease detection and reporting among communities with lower income and education and further evaluate the role of higher educational attainment in the predisposition for salmonellosis.

摘要

背景

美国大多数疾病监测系统在病例报告中关于社会经济地位(SES)指标(如家庭收入或家庭收入以及教育程度)的信息不完整,这降低了监测数据对于这些参数的有用性。我们使用地理信息系统研究了密歇根州人口最多的三个县邻里层面选定的SES属性与沙门氏菌感染之间的关联。

方法

我们从2000年美国人口普查中获取了收入、教育和种族数据,并从密歇根州社区卫生部获得了街区组层面实验室确诊的沙门氏菌病病例总数(1997 - 2006年)。我们使用ArcGIS可视化分布情况,并使用泊松回归分析研究潜在预测变量与沙门氏菌感染之间的关联。

结果

基于3419个街区组的数据,我们最终的多变量模型显示,教育程度较低的街区组在病例中的占比低于教育程度较高的街区组(高中以下学历与大学及以上学历相比:发病率比(RR)= 0.79,95%置信区间(CI):0.63,0.99;高中及以上学历但无大学学历与大学及以上学历相比:RR = 0.84,95% CI:0.76,0.92)。教育水平也与结果变量呈现剂量反应关系,即街区组层面教育年限减少与沙门氏菌感染发病率降低相关。

结论

教育在人群层面的健康寻求行为中起着重要作用。可以想象,由于高教育水平街区组与低教育水平街区组相比,因获得医疗保健的差异导致沙门氏菌感染的检测更多,可能存在报告偏差。此外,高教育水平街区组中拥有更多可自由支配收入的个体可能经常在外面就餐,并且更有可能拥有被认为是沙门氏菌宿主的宠物,与教育水平较低的同龄人相比,这增加了感染沙门氏菌的可能性。公共卫生当局应专注于提高低收入和低教育水平社区的疾病检测和报告水平,并进一步评估高教育程度在沙门氏菌病易感性中的作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b6b9/2267442/04d20b8da3cf/1476-072X-6-56-1.jpg

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