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与伊朗结核病死亡率相关的因素:基于广义估计方程的零膨胀负二项式模型在国家登记数据中的应用。

Factors associated with mortality from tuberculosis in Iran: an application of a generalized estimating equation-based zero-inflated negative binomial model to national registry data.

机构信息

Department of Biostatistics, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran.

Modeling of Noncommunicable Diseases Research Center, Department of Biostatistics, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran.

出版信息

Epidemiol Health. 2019;41:e2019032. doi: 10.4178/epih.e2019032. Epub 2019 Jul 9.

Abstract

OBJECTIVES

Tuberculosis (TB) is a global public health problem that causes morbidity and mortality in millions of people per year. The purpose of this study was to examine the relationship of potential risk factors with TB mortality in Iran.

METHODS

This cross-sectional study was performed on 9,151 patients with TB from March 2017 to March 2018 in Iran. Data were gathered from all 429 counties of Iran by the Ministry of Health and Medical Education and Statistical Center of Iran. In this study, a generalized estimating equation-based zero-inflated negative binomial model was used to determine the effect of related factors on TB mortality at the community level. For data analysis, R version 3.4.2 was used with the relevant packages.

RESULTS

The risk of mortality from TB was found to increase with the unemployment rate (βˆ=0.02), illiteracy (βˆ=0.04), household density per residential unit (βˆ=1.29), distance between the center of the county and the provincial capital (βˆ=0.03), and urbanization (βˆ=0.81). The following other risk factors for TB mortality were identified: diabetes (βˆ=0.02), human immunodeficiency virus infection (βˆ=0.04), infection with TB in the most recent 2 years (βˆ=0.07), injection drug use (βˆ=0.07), long-term corticosteroid use (βˆ=0.09), malignant diseases (βˆ=0.09), chronic kidney disease (βˆ=0.32), gastrectomy (βˆ=0.50), chronic malnutrition (βˆ=0.38), and a body mass index more than 10% under the ideal weight (βˆ=0.01). However, silicosis had no effect.

CONCLUSIONS

The results of this study provide useful information on risk factors for mortality from TB.

摘要

目的

结核病(TB)是一个全球性的公共卫生问题,每年导致数百万人患病和死亡。本研究的目的是探讨伊朗潜在危险因素与结核病死亡率的关系。

方法

本横断面研究于 2017 年 3 月至 2018 年 3 月在伊朗对 9151 例结核病患者进行,数据由伊朗卫生部和统计中心通过伊朗 429 个县收集。在这项研究中,采用基于广义估计方程的零膨胀负二项模型来确定相关因素对社区层面结核病死亡率的影响。数据分析采用 R 版本 3.4.2 和相关软件包。

结果

结核病死亡率的风险随着失业率(βˆ=0.02)、文盲率(βˆ=0.04)、每户居住单位的人口密度(βˆ=1.29)、县中心与省会之间的距离(βˆ=0.03)和城市化(βˆ=0.81)的增加而增加。其他结核病死亡率的危险因素包括:糖尿病(βˆ=0.02)、人类免疫缺陷病毒感染(βˆ=0.04)、最近 2 年内感染结核病(βˆ=0.07)、注射吸毒(βˆ=0.07)、长期使用皮质类固醇(βˆ=0.09)、恶性肿瘤(βˆ=0.09)、慢性肾脏病(βˆ=0.32)、胃切除术(βˆ=0.50)、慢性营养不良(βˆ=0.38)和体重指数低于理想体重 10%以上(βˆ=0.01)。然而,矽肺没有影响。

结论

本研究结果提供了有关结核病死亡率危险因素的有用信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b8aa/6713850/b01c4e511917/epih-41-e2019032f1.jpg

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