非处方助听器可用性(Coco等人,2025)
该数据集包含老年人使用非处方助听器的技能评估数据,用于分析教育程度等因素对助听器可用性的影响。

基本信息
资源简介
非处方助听器可用性(Coco等人,2025)
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 112.24 KB,主题涵盖 over-the-counter hearing aids、older adults、audiology、hearing、skills assessment,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Usability of over-the-counter hearing aids (Coco et al., 2025)》。配套论文《Usability of Over-the-Counter Hearing Aids in Older Adults》发表于 American Journal of Audiology(2025),DOI:10.1044/2025_AJA-25-00013。项目资助方:Research reported in this publication was supported by a San Diego State University (SDSU) SEED Grant to L.C. and by National Institute on Minority Health and Health Grants S21MD010690 (SDSU HealthLINK Endowment) and U54MD012397 (SDSU HealthLINK Center). Additional support includes K08AG075351 and U54CA267789 to A.M.S. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.。源站首次发布:2025-08-28。
【数据内容】
源站原始描述:Purpose: This study aimed to identify individual factors associated with older adults’ ability to manage commercially available over-the-counter (OTC) hearing aids (HAs). Method: Participants completed an OTC HA skills assessment, scored on a 4-point Likert scale (3 = independent with no difficulty, 0 = unable to complete). Steps included downloading the application (app), inserting the HAs, and cleaning them with a brush. Scores were averaged to calculate an overall mean; higher scores indicate…
【数据结构与技术规格】
文件数 1 个,合计 112.24 KB。S1_AJA-25-00013coco.pdf:application/pdf,112.24 KB。数据集 DOI:10.23641/asha.29847827.v1。
【主题与分类】
源站学科分类:Audiology、Medical devices、Aged health care。主题标签:over-the-counter hearing aids、older adults、audiology、hearing、skills assessment、application、cleaning、study、education、college degree。
【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://asha.figshare.com/articles/dataset/Usability_of_over-the-counter_hearing_aids_Coco_et_al_2025_/29847827
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Coco, Laura; Weeks, Tiana; Mouzin, Colten; Rodriguez, Chris; Marvizon, Eliana; Wynsma, Rachel; et al. (2025). Usability of over-the-counter hearing aids (Coco et al., 2025). ASHA journals. Dataset
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。
免登录有偿下载
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)
- 源站标题:Usability of over-the-counter hearing aids (Coco et al., 2025)
- DOI:10.23641/asha.29847827.v1
- 发布日期:2025-08-28
- 文件数:1 个
- 文件总体积:112.24 KB
- 源站页面:https://asha.figshare.com/articles/dataset/Usability_of_over-the-counter_hearing_aids_Coco_et_al_2025_/29847827
命令行下载
curl -L -o "S1_AJA-25-00013coco.pdf" "https://ndownloader.figshare.com/files/56975900"
文件清单
S1_AJA-25-00013coco.pdf(112.24 KB)
文件总体积 112.24 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
Purpose: This study aimed to identify individual factors associated with older adults’ ability to manage commercially available over-the-counter (OTC) hearing aids (HAs).
Method: Participants completed an OTC HA skills assessment, scored on a 4-point Likert scale (3 = independent with no difficulty, 0 = unable to complete). Steps included downloading the application (app), inserting the HAs, and cleaning them with a brush. Scores were averaged to calculate an overall mean; higher scores indicated better OTC HA skills. Each independent variable was analyzed in separate linear regression models, and geometric mean ratios (GMRs) were calculated for significant factors. OTC HA skills were also examined dichotomously, with unsuccessful performance defined as any unresolved error.
Results: Eighty-two adults participated in the study, 66% (n = 54) of whom were new HA users. After adjusting for covariates, education remained a strong predictor of OTC HA skills: Individuals with less than a college degree demonstrated 45% lower performance compared to those with a master’s degree or higher (GMR = 0.55, 95% confidence interval [0.34, 0.89]). Overall, 68% (n = 56) of participants were unsuccessful in completing the OTC HA assessment. The most challenging tasks across all participants were manually adjusting the volume, pairing the HAs with a smartphone, and replacing the wax guard. New HA users performed significantly worse than experienced users on the task of putting the HAs on, t(52) = −2.58, p = .013, with a moderate effect size (Cohen’s d = −0.44).
Conclusions: Education emerged as a strong predictor of OTC HA skills, underscoring the need to address disparities in device usability. These findings highlight the importance of developing tailored devices and educational materials to support users with lower educational attainment. Such efforts may help promote more equitable access and prevent the exacerbation of existing hearing health disparities in the era of OTC HAs.
Supplemental Material S1. Devices used in the study.
Coco, L., Weeks, T., Mouzin, C., Rodriguez, C., Marvizon, E., Wynsma, R., & Stickel, A. M. (2025). Usability of over‐the‐counter hearing aids in olde
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.23641/asha.29847827.v1(source: https://asha.figshare.com/articles/dataset/Usability_of_over-the-counter_hearing_aids_Coco_et_al_2025_/29847827)。
数据缺失?
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