美国COVID-19疫情期间自我报告听力损失的老年人听力保健利用情况

基于NHATS调查的横断面数据,分析美国自我报告听力损失的老年人在COVID-19疫情期间听力保健延迟的普遍性和相关因素。

Figshare
2023-03-11 更新
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表格Self-reported hearing losshearing healthcare utilisationCOVID-19 pandemicolder adultsCOVID-19
Hearing healthcare utilisation among older adults with self-reported hearing loss during the COVID-19 pandemic in the United States

基本信息

模态
表格
大小
0.000452066 GB
许可
CC BY-NC-ND 4.0
创建/更新时间
2023-03-11
版本
v1

资源简介

美国COVID-19疫情期间自我报告听力损失的老年人听力保健利用情况

【数据集背景】

本数据集源站标题为《Hearing healthcare utilisation among older adults with self-reported hearing loss during the COVID-19 pandemic in the United States》。配套论文《Hearing healthcare utilisation among older adults with self-reported hearing loss during the COVID-19 pandemic in the United States》发表于 International Journal of Audiology(2023),DOI:10.1080/14992027.2023.2183353。项目资助方:The author is a federal employee, and the study analysis was supported as part of the regular governmental research duty. The National Institutes of Health had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.。源站首次发布:2023-03-11。

【数据内容】

源站原始描述:To ascertain the prevalence, causes, and risk factors of hearing healthcare delays in older people with self-reported hearing loss in the United States. This cross-sectional study used data from the National Health and Ageing Trends Study (NHATS), a nationally representative survey of Medicare beneficiaries. A supplemental COVID-19 survey was mailed to the participants from June to October 2020. By January 2021, 3257 participants had returned completed COVID-19 questionnaires, with the majority…

【数据结构与技术规格】

文件数 3 个,合计 452.07 KB。iija_a_2183353_sm6391.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,14.60 KB。iija_a_2183353_sm6376.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,54.34 KB。iija_a_2183353_sm6338.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,383.13 KB。数据集 DOI:10.6084/m9.figshare.22256362.v1。

【主题与分类】

源站学科分类:Medicine、Neuroscience、Biotechnology、Sociology、Biological Sciences not elsewhere classified、Science Policy。主题标签:Self-reported hearing loss、hearing healthcare utilisation、COVID-19 pandemic、older adults。

【适用方向】

结构化表格数据可直接用于统计建模、特征工程与队列分析。

【获取与许可】

源站页面:https://tandf.figshare.com/articles/dataset/Hearing_healthcare_utilisation_among_older_adults_with_self-reported_hearing_loss_during_the_COVID-19_pandemic_in_the_United_States/22256362

使用许可:CC BY-NC-ND 4.0(https://creativecommons.org/licenses/by-nc-nd/4.0/)。

规范引用:Hearing healthcare utilisation among older adults with self-reported hearing loss during the COVID-19 pandemic in the United States. Taylor & Francis. Ou, Hua

【使用注意】

· 源站最后修改于 2024-05-01,引用时请注意版本时效。

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下载信息

注册下载

需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。

暂未开放

公开下载

无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。

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有偿下载

公开数据集受托下载与技术交付服务。

提供高速下载与技术交付服务(收技术服务费,非数据销售)

暂未开放

当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "iija_a_2183353_sm6391.docx" "https://ndownloader.figshare.com/files/39554260"
curl -L -o "iija_a_2183353_sm6376.docx" "https://ndownloader.figshare.com/files/39554263"
curl -L -o "iija_a_2183353_sm6338.docx" "https://ndownloader.figshare.com/files/39554266"

文件清单

  • iija_a_2183353_sm6391.docx(14.60 KB)
  • iija_a_2183353_sm6376.docx(54.34 KB)
  • iija_a_2183353_sm6338.docx(383.13 KB)

文件总体积 452.07 KB(源站 API 实测)。

数据加载示例(图像类)

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

To ascertain the prevalence, causes, and risk factors of hearing healthcare delays in older people with self-reported hearing loss in the United States.
This cross-sectional study used data from the National Health and Ageing Trends Study (NHATS), a nationally representative survey of Medicare beneficiaries. A supplemental COVID-19 survey was mailed to the participants from June to October 2020.
By January 2021, 3257 participants had returned completed COVID-19 questionnaires, with the majority having been self-administered between July and August 2020.
The participants in the study represented 32.7 million older adults in the US, with 29.1% reporting hearing loss. Among over 12.4 million older adults who put off needed or planned medical care, 19.6% of those with self-reported hearing loss and 24.5% of hearing aid or device users stated they delayed hearing appointments. Approximately 629,911 older adults with hearing devices were impacted by the COVID-19 outbreak for audiological services. The top three reasons were deciding to wait, service cancellation, and fear of going. Education and race/ethnicity were associated with delaying hearing healthcare.
The COVID-19 pandemic impacted hearing healthcare utilisation among older adults with self-reported hearing loss in 2020, with both patient- and provider- initiated delays.

许可

CC BY-NC-ND 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.22256362.v1(source: https://tandf.figshare.com/articles/dataset/Hearing_healthcare_utilisation_among_older_adults_with_self-reported_hearing_loss_during_the_COVID-19_pandemic_in_the_United_States/22256362)。

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