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数字不平等对美国鼻及鼻窦癌差异的影响:一项队列研究

The Impact of Digital Inequities on Nasal and Paranasal-Sinus Cancer Disparities in the United States: A Cohort Study.

作者信息

Fei-Zhang David J, Lawrence Amelia Sherron, Chelius Daniel C, Sheyn Anthony M, Rastatter Jeffrey C

机构信息

School of Medicine, Northwestern University Feinberg, 420 E Superior S, Chicago, IL, 60611, United States.

Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, United States.

出版信息

JMIR Cancer. 2025 Jul 15;11:e52627. doi: 10.2196/52627.

Abstract

BACKGROUND

In the modern era, the use of technology can substantially impact care access. Despite the extent of its influence on several chronic medical conditions related to the heart, lungs, and others, the relationship between one's access to digital resources and oncologic conditions has been seldom investigated in select pathologies among gastrointestinal and head-neck regions. However, studies on the influence of this "digital inequity" on other cancers pertaining to nasal and paranasal sinus cancer (NPSC) have yet to be performed. This remains in stark contrast to the extent of large data approaches assessing the impact of traditional social determinants/drivers of health (SDoH), such as factors related to one's socioeconomic status, minoritized race or ethnicity, and housing-transportation status, on prognostic and treatment outcomes.

OBJECTIVE

This study aims to use the Digital Inequity Index (DII), a novel, comprehensive tool that quantifies digital resource access on an area- or community-based level, to assess the relationship between inequities in digital accessibility with NPSC disparities in prognosis and care in the United States.

METHODS

Patients with NPSC from 2008 to 2017 in the Surveillance, Epidemiology, and End Results Program were assessed for significant regression trends in the long-term follow-up period and treatment receipt across NPSCs with increasing overall digital inequity, as measured by DII. DII was based on 17 census-tract level variables derived from the summarized values overlapping that same time period from the US Census/American Community Survey and Federal Communications Commission Annual Broadband Report. Variables were categorized as infrastructure-access (ie, electronic device ownership, internet provider availability, and income-broadband subscription ratio) or sociodemographic (education, income, age, and disability), ranked, and then averaged into a composite score to encompass direct and indirect factors related to digital inequity.

RESULTS

Across 8012 adult patients with NPSC, males (n=5416, 67.6%) and White race (n=4293, 53.6%) were the most represented demographics. With increasing digital inequity, as measured by increasing total DII scores, significant decreases in the length of long-term follow-up were observed with nasopharyngeal (P<.01) and maxillary sinus cancers (P=.02), with decreases as high as 19% (35.2 to 28.5 months, nasopharynx). Electronic device and service availability inequities showcased higher-magnitude contributions to observed associated regression trends, while the income-broadband ratio contributed less. Significantly decreased odds of receiving indicated surgery (lowest odds ratio 0.87, 95% CI 0.80-0.95, maxillary) and radiation (lowest odds ratio 0.78, 95% CI 0.63-0.95, ethmoid) for several NPSCs were also observed.

CONCLUSIONS

Digital inequities are associated with detrimental NPSC care and surveillance trends in the United States, even when accounting for traditional SDoH factors. These results prompt the need to include digital factors into the discussion of contextualizing SDoH-based analyses of cancer care disparities, as well as the specific factors from which prospective implementations and initiatives can invest limited public health resources to alleviate the most pertinent drivers of disparities.

摘要

背景

在现代社会,技术的使用会对医疗服务的可及性产生重大影响。尽管其对多种与心脏、肺部等相关的慢性疾病影响显著,但在胃肠道和头颈区域的特定病理类型中,人们获取数字资源的情况与肿瘤疾病之间的关系却鲜有研究。然而,关于这种“数字不平等”对鼻及鼻窦癌(NPSC)等其他癌症影响的研究尚未开展。这与大量数据方法评估传统社会健康决定因素/驱动因素(SDoH),如社会经济地位、少数族裔种族或族裔以及住房 - 交通状况等因素对预后和治疗结果的影响程度形成了鲜明对比。

目的

本研究旨在使用数字不平等指数(DII),这是一种新颖、全面的工具,可在区域或社区层面量化数字资源的获取情况,以评估美国数字可及性不平等与NPSC预后及治疗差异之间的关系。

方法

对2008年至2017年监测、流行病学和最终结果计划中的NPSC患者进行评估,观察随着总体数字不平等程度增加(以DII衡量),在长期随访期和治疗接受方面,不同NPSC之间的显著回归趋势。DII基于17个人口普查区层面的变量,这些变量来自美国人口普查/美国社区调查以及联邦通信委员会年度宽带报告在同一时期的汇总值。变量分为基础设施接入(即电子设备拥有情况、互联网服务提供商可用性以及收入 - 宽带订阅比率)或社会人口统计学(教育程度、收入、年龄和残疾状况)两类,进行排名后平均为一个综合分数,以涵盖与数字不平等相关的直接和间接因素。

结果

在8012例成年NPSC患者中,男性(n = 5416,67.6%)和白人种族(n = 4293,53.6%)占比最高。随着数字不平等程度增加,即DII总分升高,观察到鼻咽癌(P <.01)和上颌窦癌(P =.02)的长期随访时间显著缩短,降幅高达19%(鼻咽部从35.2个月降至28.5个月)。电子设备和服务可用性不平等对观察到的相关回归趋势贡献更大,而收入 - 宽带比率贡献较小。还观察到几种NPSC接受指定手术(最低比值比0.87,95%可信区间0.80 - 0.95,上颌窦)和放疗(最低比值比0.78,95%可信区间0.63 - 0.95,筛窦)的几率显著降低。

结论

在美国,即使考虑传统的SDoH因素,数字不平等也与不良的NPSC护理和监测趋势相关。这些结果促使有必要将数字因素纳入基于SDoH的癌症护理差异情境分析的讨论中,以及前瞻性实施和倡议可投入有限公共卫生资源以缓解最相关差异驱动因素的具体因素中。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/318d/12282939/3281c9e69f7e/cancer-v11-e52627-g001.jpg

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