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儿科脑和中枢神经系统肿瘤队列中的区域水平指数与医疗保健利用情况:观察性研究

Area-Level Indices and Health Care Use in a Pediatric Brain and Central Nervous System Tumor Cohort: Observational Study.

作者信息

Tran Yvette H, Park Seho, Coven Scott L, Mendonca Eneida A

机构信息

Department of Health Policy and Management, Richard M Fairbanks School of Public Health, Indiana University Indianapolis, 1050 Wishard Boulevard, Indianapolis, IN, 46202, United States, 1 9493022706.

Department of Industrial and Data Engineering, Hongik University, Seoul, Republic of Korea.

出版信息

JMIR Public Health Surveill. 2025 May 2;11:e66834. doi: 10.2196/66834.

Abstract

BACKGROUND

While survival among pediatric patients with cancer has advanced, disparities persist. Public health tools such as the Area Deprivation Index, the Child Opportunity Index (COI), and the Social Vulnerability Index (SVI) are potential proxies for social determinants of health and could help researchers, public health practitioners, and clinicians identify neighborhoods or populations most likely to experience adverse outcomes. However, evidence regarding their relationship with health care use, especially in the pediatric population with cancer, remains mixed.

OBJECTIVE

We sought to evaluate the relationship between emergency department (ED) visits and hospitalizations with these area-level indices in our study population.

METHODS

We conducted a cross-sectional study of pediatric patients with brain and central nervous system tumors in a single Midwestern state who were diagnosed between 2010 and 2020. We fitted zero-inflated Poisson models for counts of ED and inpatient visits to determine if any of these use measures were associated with our 3 area-level indices. Finally, we mapped index quintiles onto neighborhoods to visualize and compare how each index differentially ranks neighborhoods.

RESULTS

Our study cohort consisted of 524 patients; 78.6% (n=412) of them had no recorded ED visit, and 39.7% (n=208) had no record of hospitalization. Moderate (coefficient=0.306; P=.01) and high (coefficient=0.315; P=.01) deprivation were associated with more ED visits. Both low child opportunity (coefficient=0.497; P<.001) and very high child opportunity (coefficient=0.328; P=.01) were associated with more ED visits. All quintiles of SVI were associated with ED visits, but the relationship was not dose-dependent. Low and very high deprivation were associated with hospitalizations, but COI and SVI were not. Additionally, by overlaying index quintiles onto census tracts and census block groups, we showed that most patients who had an ED visit lived in disadvantaged neighborhoods based on Area Deprivation Index rankings, but not necessarily COI or SVI rankings.

CONCLUSIONS

Although indices provide useful context about the environment in which our patient population resides in, we found little evidence that neighborhood conditions as measured by these indices consistently or reliably relate to health care use.

摘要

背景

尽管癌症患儿的生存率有所提高,但差距依然存在。诸如地区贫困指数、儿童机会指数(COI)和社会脆弱性指数(SVI)等公共卫生工具可能是健康的社会决定因素的代理指标,有助于研究人员、公共卫生从业者和临床医生识别最有可能经历不良后果的社区或人群。然而,关于它们与医疗保健利用之间关系的证据,尤其是在癌症患儿群体中,仍然参差不齐。

目的

我们试图在我们的研究人群中评估急诊科就诊和住院与这些地区层面指数之间的关系。

方法

我们对美国中西部一个州在2010年至2020年期间被诊断患有脑和中枢神经系统肿瘤的患儿进行了一项横断面研究。我们针对急诊科就诊次数和住院次数拟合了零膨胀泊松模型,以确定这些利用指标是否与我们的3个地区层面指数相关。最后,我们将指数五分位数映射到社区,以可视化和比较每个指数如何对社区进行不同的排名。

结果

我们的研究队列由524名患者组成;其中78.6%(n = 412)没有急诊科就诊记录,39.7%(n = 208)没有住院记录。中度(系数 = 0.306;P = 0.01)和高度(系数 = 0.315;P = 0.01)贫困与更多的急诊科就诊相关。低儿童机会(系数 = 0.497;P < 0.001)和非常高的儿童机会(系数 = 0.328;P = 0.01)都与更多的急诊科就诊相关。SVI的所有五分位数都与急诊科就诊相关,但这种关系不是剂量依赖性的。低和非常高的贫困与住院相关,但COI和SVI则不然。此外,通过将指数五分位数叠加到人口普查区和普查街区组上,我们表明,根据地区贫困指数排名,大多数有急诊科就诊的患者生活在弱势社区,但不一定是根据COI或SVI排名。

结论

尽管这些指数为我们的患者群体所居住的环境提供了有用的背景信息,但我们几乎没有发现证据表明这些指数所衡量的社区状况与医疗保健利用始终或可靠地相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/250e/12064135/291af09b2c6f/publichealth-v11-e66834-g001.jpg

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