Racial/ethnic, social characteristics and geographic disparities of childhood cancer late-stage diagnosis in Texas, 2005 to 2014

IF 2.7 Q1 GEOGRAPHY Annals of GIS Pub Date : 2021-09-22 DOI:10.1080/19475683.2021.1981999
Niaz Morshed, F. Zhan
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引用次数: 1

Abstract

ABSTRACT This study investigated childhood cancer disparities in the state of Texas based on data from 1995 to 2014 from the perspective of race/ethnicity, geographic location, and social factors. The enhanced 2-step floating catchment area (E2SFCA) method was used to measure relative spatial access to Children’s Oncology Group (COG) hospitals. This study also examined the effect of spatial access to specialized COG services along with other variables in explaining the variations of late-stage diagnosis of childhood cancer. Multilevel logistic regression was used to analyse how individual- and contextual-level factors affect the occurrence of childhood cancer disparities (i.e. late-stage diagnosis). The study revealed that Hispanic children were more likely to be diagnosed at a late-stage, after adjusting for age, race/ethnicity, socioeconomic status (SES), socio-culture, education, spatial access to COG hospitals, percent African American, and health insurance coverage. The study also identified that the childhood cancer stage at diagnosis is associated with spatial access to COG services as well as levels of urbanization. Moreover, findings indicate that contextual-level factors, such as SES, socio-cultural factors, education level, and percent health insurance coverage partially explained some of the childhood cancer disparities. Results from this study will contribute to developing more effective and targeted childhood cancer intervention programs in socially underprivileged areas, focusing on population with lower socioeconomic status and lower education levels, limited English-speaking households, areas with a higher percentage of Hispanics and African Americans, locations with a low level of spatial access to COG services.
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2005 - 2014年德克萨斯州儿童癌症晚期诊断的种族/民族、社会特征和地域差异
本研究基于1995年至2014年的数据,从种族/民族、地理位置和社会因素的角度调查了德克萨斯州儿童癌症的差异。采用增强两步浮动集水区法(E2SFCA)测量儿童肿瘤医院(COG)的相对空间可达性。本研究还考察了获得专业COG服务的空间可及性以及其他变量对解释儿童癌症晚期诊断差异的影响。使用多水平逻辑回归分析个体和环境水平因素如何影响儿童癌症差异的发生(即晚期诊断)。研究显示,在调整了年龄、种族/民族、社会经济地位(SES)、社会文化、教育、COG医院的空间可及性、非裔美国人百分比和健康保险覆盖率后,西班牙裔儿童更有可能在晚期被诊断出来。该研究还发现,儿童癌症诊断阶段与COG服务的空间可及性以及城市化水平有关。此外,研究结果表明,背景层面的因素,如社会经济地位、社会文化因素、教育水平和医疗保险覆盖率百分比,部分解释了一些儿童癌症差异。本研究的结果将有助于在社会贫困地区制定更有效和有针对性的儿童癌症干预计划,重点关注社会经济地位较低和受教育程度较低的人口、英语家庭有限的人口、西班牙裔和非洲裔美国人比例较高的地区、COG服务空间可及性较低的地区。
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来源期刊
Annals of GIS
Annals of GIS Multiple-
CiteScore
8.30
自引率
2.00%
发文量
31
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