Social deprivation and spatial clustering of childhood asthma in Australia.

IF 4 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Global Health Research and Policy Pub Date : 2024-06-24 DOI:10.1186/s41256-024-00361-2
Jahidur Rahman Khan, Raghu Lingam, Louisa Owens, Katherine Chen, Shivanthan Shanthikumar, Steve Oo, Andre Schultz, John Widger, K Shuvo Bakar, Adam Jaffe, Nusrat Homaira
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Abstract

Background: Asthma is the most common chronic respiratory illness among children in Australia. While childhood asthma prevalence varies by region, little is known about variations at the small geographic area level. Identifying small geographic area variations in asthma is critical for highlighting hotspots for targeted interventions. This study aimed to investigate small area-level variation, spatial clustering, and sociodemographic risk factors associated with childhood asthma prevalence in Australia.

Methods: Data on self-reported (by parent/carer) asthma prevalence in children aged 0-14 years at statistical area level 2 (SA2, small geographic area) and selected sociodemographic features were extracted from the national Australian Household and Population Census 2021. A spatial cluster analysis was used to detect hotspots (i.e., areas and their neighbours with higher asthma prevalence than the entire study area average) of asthma prevalence. We also used a spatial Bayesian Poisson model to examine the relationship between sociodemographic features and asthma prevalence. All analyses were performed at the SA2 level.

Results: Data were analysed from 4,621,716 children aged 0-14 years from 2,321 SA2s across the whole country. Overall, children's asthma prevalence was 6.27%, ranging from 0 to 16.5%, with significant hotspots of asthma prevalence in areas of greater socioeconomic disadvantage. Socioeconomically disadvantaged areas had significantly higher asthma prevalence than advantaged areas (prevalence ratio [PR] = 1.10, 95% credible interval [CrI] 1.06-1.14). Higher asthma prevalence was observed in areas with a higher proportion of Indigenous individuals (PR = 1.13, 95% CrI 1.10-1.17).

Conclusions: We identified significant geographic variation in asthma prevalence and sociodemographic predictors associated with the variation, which may help in designing targeted asthma management strategies and considerations for service enhancement for children in socially deprived areas.

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澳大利亚儿童哮喘的社会贫困和空间聚集。
背景:哮喘是澳大利亚儿童最常见的慢性呼吸道疾病。虽然儿童哮喘的发病率因地区而异,但人们对小地域范围内的变化却知之甚少。确定哮喘在小地理区域的变化对于突出热点地区进行有针对性的干预至关重要。本研究旨在调查与澳大利亚儿童哮喘发病率相关的小地区级差异、空间聚类和社会人口风险因素:从 2021 年澳大利亚全国住户和人口普查中提取了统计区 2 级(SA2,小地理区域)0-14 岁儿童自我报告的哮喘发病率数据(由家长/照护者报告)以及选定的社会人口特征。我们使用空间聚类分析来检测哮喘发病率的热点(即哮喘发病率高于整个研究区域平均水平的地区及其邻近地区)。我们还使用了空间贝叶斯泊松模型来研究社会人口特征与哮喘发病率之间的关系。所有分析均在 SA2 级别上进行:对全国 2,321 个 SA2 的 4,621,716 名 0-14 岁儿童的数据进行了分析。总体而言,儿童哮喘发病率为 6.27%,发病率从 0% 到 16.5% 不等,社会经济条件较差的地区哮喘发病率较高。社会经济条件较差地区的哮喘发病率明显高于条件较好地区(发病率比 [PR] = 1.10,95% 可信区间 [CrI] 1.06-1.14)。在土著居民比例较高的地区,哮喘发病率也较高(PR = 1.13,95% 可信区间 [CrI] 1.10-1.17):我们发现了哮喘发病率的重大地域差异以及与该差异相关的社会人口学预测因素,这可能有助于为社会贫困地区的儿童设计有针对性的哮喘管理策略和加强服务的考虑因素。
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来源期刊
Global Health Research and Policy
Global Health Research and Policy Social Sciences-Health (social science)
CiteScore
12.00
自引率
1.10%
发文量
43
审稿时长
5 weeks
期刊介绍: Global Health Research and Policy, an open-access, multidisciplinary journal, publishes research on various aspects of global health, addressing topics like health equity, health systems and policy, social determinants of health, disease burden, population health, and other urgent global health issues. It serves as a forum for high-quality research focused on regional and global health improvement, emphasizing solutions for health equity.
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