Suppr超能文献

量化数字鸿沟:新冠疫情前后宽带互联网与远程心理健康服务获取的关联。

Quantifying the Digital Divide: Associations of Broadband Internet with Tele-mental Health Access Before and During the COVID-19 Pandemic.

机构信息

Veterans Rural Health Resource Center-Iowa City, VA Office of Rural Health, Iowa City VA Healthcare System, Iowa City, IA, USA.

Center for Access and Delivery Research and Evaluation (CADRE), Iowa City VA Healthcare System, Iowa City, IA, USA.

出版信息

J Gen Intern Med. 2023 Jul;38(Suppl 3):832-840. doi: 10.1007/s11606-023-08120-8. Epub 2023 Jun 20.

Abstract

BACKGROUND

During the COVID-19 pandemic, telemedicine quickly expanded. Broadband speeds may impact equitable access to video-based mental health (MH) services.

OBJECTIVE

To identify access disparities in Veterans Health Administration (VHA) MH services based on broadband speed availability.

DESIGN

Instrumental variable difference-in-differences study using administrative data to identify MH visits prior to (October 1, 2015-February 28, 2020) and after COVID-19 pandemic onset (March 1, 2020-December 31, 2021) among 1176 VHA MH clinics. The exposure is broadband download and upload speeds categorized as inadequate (download  ≤25 Megabits per second - Mbps; upload  ≤3 Mbps), adequate (download  ≥25 Mbps and  <100 Mbps; upload  ≥5 Mbps and  <100 Mbps), or optimal (download and upload  ≥100/100 Mbps) based on data reported to the Federal Communications Commission at the census block and spatially merged to each veteran's residential address.

PARTICIPANTS

All veterans receiving VHA MH services during study period.

MAIN MEASURES

MH visits were categorized as in-person or virtual (i.e., telephone or video). By patient, MH visits were counted quarterly by broadband category. Poisson models with Huber-White robust errors clustered at the census block estimated the association between a patient's broadband speed category and quarterly MH visit count by visit type, adjusted for patient demographics, residential rurality, and area deprivation index.

KEY RESULTS

Over the 6-year study period, 3,659,699 unique veterans were seen. Adjusted regression analyses estimated the change after pandemic onset versus pre-pandemic in patients' quarterly MH visit count; patients living in census blocks with optimal versus inadequate broadband increased video visit use (incidence rate ratio (IRR) = 1.52, 95% CI = 1.45-1.59; P < 0.001) and decreased in-person visits (IRR = 0.92, 95% CI = 0.90-0.94; P < 0.001).

CONCLUSIONS

This study found patients with optimal versus inadequate broadband availability had more video-based and fewer in-person MH visits after pandemic onset, suggesting broadband availability is an important determinant of access-to-care during public health emergencies requiring remote care.

摘要

背景

在 COVID-19 大流行期间,远程医疗迅速发展。宽带速度可能会影响视频为基础的心理健康(MH)服务的公平获取。

目的

根据宽带速度的可用性,确定退伍军人健康管理局(VHA)MH 服务中的获取差距。

设计

使用行政数据进行工具变量差分差异研究,以确定 1176 个 VHA MH 诊所中 COVID-19 大流行之前(2015 年 10 月 1 日至 2020 年 2 月 28 日)和之后(2020 年 3 月 1 日至 2021 年 12 月 31 日)的 MH 就诊情况。暴露因素是宽带下载和上传速度,分为不足(下载速度 ≤25 兆位每秒 - Mbps;上传速度 ≤3 Mbps)、足够(下载速度 ≥25 Mbps 且 <100 Mbps;上传速度 ≥5 Mbps 且 <100 Mbps)或最佳(下载和上传速度 ≥100/100 Mbps),这是根据向联邦通信委员会报告的数据进行分类的,这些数据在普查块中报告,并空间合并到每个退伍军人的居住地址。

参与者

所有在研究期间接受 VHA MH 服务的退伍军人。

主要措施

MH 就诊按面对面或虚拟(即电话或视频)就诊进行分类。按患者进行分类,按宽带类别每季度计算 MH 就诊次数。泊松模型采用赫伯怀特稳健误差聚类在普查块中,根据患者人口统计学特征、居住农村地区和区域贫困指数,估计患者宽带速度类别与按就诊类型每季度 MH 就诊次数之间的关联。

主要结果

在 6 年的研究期间,共有 3659699 名独特的退伍军人就诊。调整后的回归分析估计了大流行后与大流行前患者每季度 MH 就诊次数的变化;与宽带不足的普查块相比,居住在宽带最佳的普查块的患者增加了视频就诊的使用(发病率比(IRR)= 1.52,95%置信区间(CI)= 1.45-1.59;P < 0.001),减少了面对面就诊(IRR = 0.92,95%CI = 0.90-0.94;P < 0.001)。

结论

这项研究发现,与宽带可用性不足的患者相比,宽带可用性最佳的患者在大流行后进行了更多的基于视频的 MH 就诊,而面对面就诊减少,这表明宽带可用性是公共卫生紧急情况下远程护理所需的获取医疗服务的重要决定因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a8bc/10356688/2eda95934380/11606_2023_8120_Fig1_HTML.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验