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中国乳腺癌风险不公平评估中的空间自相关和分层异质性及社会经济因素分析:来自江西省南昌市的证据。

Spatial autocorrelation and stratified heterogeneity in the evaluation of breast cancer risk inequity and socioeconomic factors analysis in China: Evidence from Nanchang, Jiangxi Province.

机构信息

Comprehensive Tumour Internal Department, Jiangxi Provincial Cancer Hospital, Nanchang.

School of Geography and Environmental Engineering, Gannan Normal University, Ganzhou.

出版信息

Geospat Health. 2022 May 17;17(1). doi: 10.4081/gh.2022.1078.

Abstract

Study of socioeconomic factors can play an important role in the spatial distribution of breast cancer by leading to a better understanding of its spatial pattern and assist breast cancer screening and early diagnosis. Taking Nanchang, a major city in central China, as an example, spatial autocorrelation and stratified heterogeneity were applied using a 10 10 km grid division to analyse breast cancer risk and socioeconomic factors. The research results showed that the median incidence rate of female breast cancer in Nanchang from 2016 to 2018 was 6.6/100,000 with a standard deviation of 12.3/100,000. Areas with higher incidence rates were mainly located in the central urban area and the major county towns. Spatial regression analysis showed that there was a statistically significant correlation between the spatial patterns of breast cancer incidence on the one hand, and on the other socioeconomic factors, such as total gross domestic product (GDP), per capita GDP and density of places of social and economic activities, i.e. points of interest. In addition, the normalized difference vegetation index also played a part in this respect. This research could serve as a reference for regional public health policy formulation and breast cancer screening.

摘要

研究社会经济因素在乳腺癌的空间分布中可以发挥重要作用,有助于更好地了解其空间模式,并有助于乳腺癌的筛查和早期诊断。以中国中部的主要城市南昌为例,采用 10×10km 的网格划分,应用空间自相关和分层异质性分析乳腺癌风险和社会经济因素。研究结果表明,2016 年至 2018 年南昌女性乳腺癌的中位发病率为 6.6/10 万,标准差为 12.3/10 万。发病率较高的地区主要集中在市中心城区和主要县城。空间回归分析表明,乳腺癌发病率的空间模式与社会经济因素(如国内生产总值(GDP)总额、人均 GDP 和社会经济活动点密度(即兴趣点))之间存在统计学上的显著相关性。此外,归一化植被指数(NDVI)也在这方面起到了一定的作用。本研究可为区域公共卫生政策制定和乳腺癌筛查提供参考。

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