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中国 2002 年至 2018 年结核病发病率的生态学研究

An Ecological Study of Tuberculosis Incidence in China, From 2002 to 2018.

机构信息

Department of Respiratory Medicine, Cheeloo College of Medicine, Shandong Provincial Hospital, Shandong University, Jinan, China.

Department of Respiratory Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China.

出版信息

Front Public Health. 2022 Jan 18;9:766362. doi: 10.3389/fpubh.2021.766362. eCollection 2021.

Abstract

INTRODUCTION

Tuberculosis is one of the main infectious diseases threatening global health, which is also the main cause of death from a single source of infection (above HIV/AIDS). China is a country with a high burden of tuberculosis in the world, ranking only behind India and Indonesia. However, there are few ecological studies on the burden of tuberculosis in China. This study aims to provide more research basis for the government to formulate tuberculosis policies by exploring the ecological factors associated with the incidence of tuberculosis, so as to achieve the goal of eliminating tuberculosis by 2030.

METHODS

We collected data on the incidence of tuberculosis and ecological factors of 31 provinces, autonomous regions, and municipalities in Mainland China (excluding Taiwan, Hong Kong, and Macau) from 2002 to 2018. We constructed a framework of ecological factors affecting the incidence, which consists of 5 secondary indicators and 35 tertiary indicators. And we construct a dynamic panel data model based on the Lasso Regression to select variables to test the effect of each ecological factor on the incidence.

RESULTS

Among the 35 tertiary indicators, economy 3,4,6,7, environment 1, recourses 1,3, demography 3, and lifecare 2,4,8,9,13 passed the significance test at the 1% level, economy 1,2,5, environment 2,9, lifecare 6,12 passed the significance test at the 5% level, lifecare 10 passed the significance test at the 10% level. Only economy 5 and economy 6 have a positive impact on the incidence, other statistically significant ecological indicators are negatively correlated with the incidence.

CONCLUSIONS

Our study indicated that many ecological factors, including residents' income, unemployment rate, educational level, medical resources, population density, sunshine duration and dietary structure, are closely related to the incidence of tuberculosis. These findings contribute the government to taking targeted measures for tuberculosis prevention and control, including improving the level of economic development, increasing employment, expanding the scale of enrollment in colleges and universities, and ensuring that the prices of sources of animal protein are reasonable to meet the residents' intake of protein.

摘要

引言

结核病是威胁全球健康的主要传染病之一,也是单一感染源(高于艾滋病毒/艾滋病)导致死亡的主要原因。中国是世界上结核病负担最重的国家之一,仅次于印度和印度尼西亚。然而,关于中国结核病负担的生态研究很少。本研究旨在通过探索与结核病发病率相关的生态因素,为政府制定结核病政策提供更多的研究基础,以实现到 2030 年消除结核病的目标。

方法

我们收集了 2002 年至 2018 年中国大陆(不包括台湾、香港和澳门)31 个省、自治区和直辖市的结核病发病率和生态因素数据。我们构建了一个影响发病率的生态因素框架,该框架由 5 个二级指标和 35 个三级指标组成。并基于拉索回归构建了一个动态面板数据模型,以选择变量来测试每个生态因素对发病率的影响。

结果

在 35 个三级指标中,经济 3、4、6、7、环境 1、资源 1、人口 3 和保健 2、4、8、9、13 在 1%的水平上通过了显著性检验,经济 1、2、5、环境 2、9、保健 6、12 在 5%的水平上通过了显著性检验,保健 10 在 10%的水平上通过了显著性检验。只有经济 5 和经济 6 对发病率有正向影响,其他具有统计学意义的生态指标与发病率呈负相关。

结论

本研究表明,许多生态因素,包括居民收入、失业率、教育水平、医疗资源、人口密度、日照时间和饮食结构,与结核病的发病率密切相关。这些发现有助于政府采取有针对性的结核病防控措施,包括提高经济发展水平、增加就业、扩大高校招生规模、确保动物蛋白来源的价格合理,以满足居民的蛋白质摄入量。

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