巴西医疗服务中听力损失成人自我报告歧视:全国健康调查结果
基于2013年巴西全国健康调查数据,分析听力损失成人自我报告歧视流行率及其相关因素的横断面研究数据集。

基本信息
资源简介
巴西医疗服务中听力损失成人自我报告歧视:全国健康调查结果
【数据集背景】
本数据集源站标题为《Self-reported discrimination against adults with hearing loss in Brazilian health services: results of the National Health Survey》。源站首次发布:2023-01-07。
【数据内容】
源站原始描述:Abstract This article aims to estimate the prevalence of self-reported discrimination against people with hearing loss in Brazilian health services and analyze associated factors. We conducted a cross-sectional population-based study using data from the 2013 National Health Survey. The final study sample comprised 1,464 individuals with self-reported hearing loss. Poisson regression was used to calculate crude and adjusted prevalence ratios (PR) and respective 95% confidence intervals. The overa…
【数据结构与技术规格】
文件数 4 个,合计 38.91 KB。数据集 DOI:10.6084/m9.figshare.21835431.v1。
【主题与分类】
源站学科分类:Health Policy。主题标签:Hearing loss、Prejudice、Social discrimination、Unified Health System、Cross-sectional studies。
【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://scielo.figshare.com/articles/dataset/Self-reported_discrimination_against_adults_with_hearing_loss_in_Brazilian_health_services_results_of_the_National_Health_Survey/21835431
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Rech, Rafaela Soares; Baumgarten, Alexandre; Santos, Camila Mello dos; Bulgarelli, Alexandre Fávero; Goulart, Bárbara Niegia (2023). Self-reported discrimination against adults with hearing loss in Brazilian health services: results of the National Health Survey. SciELO journals. Dataset
【使用注意】
· 源站最后修改于 2023-06-21,引用时请注意版本时效。
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:Self-reported discrimination against adults with hearing loss in Brazilian health services: results of the National Health Survey
- DOI:10.6084/m9.figshare.21835431.v1
- 发布日期:2023-01-07
- 文件数:4 个
- 文件总体积:38.91 KB
- 源站页面:https://scielo.figshare.com/articles/dataset/Self-reported_discrimination_against_adults_with_hearing_loss_in_Brazilian_health_services_results_of_the_National_Health_Survey/21835431
命令行下载
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/38751738"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/38751741"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/38751744"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/38751747"
文件清单
Table_1.xls(9.73 KB)Table_2.xls(9.73 KB)Table_3.xls(9.73 KB)Table_4.xls(9.73 KB)
文件总体积 38.91 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
Abstract This article aims to estimate the prevalence of self-reported discrimination against people with hearing loss in Brazilian health services and analyze associated factors. We conducted a cross-sectional population-based study using data from the 2013 National Health Survey. The final study sample comprised 1,464 individuals with self-reported hearing loss. Poisson regression was used to calculate crude and adjusted prevalence ratios (PR) and respective 95% confidence intervals. The overall prevalence of discrimination was 15%. Prevalence was higher among black people and respondents who reported experiencing limitations in activities of daily living. Prevalence of discrimination in Brazilian health services was highest in black people with limitations in activities of daily living. The implementation of policies and actions to address this problem is recommended, including strategies during the education and training of health professionals.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.21835431.v1(source: https://scielo.figshare.com/articles/dataset/Self-reported_discrimination_against_adults_with_hearing_loss_in_Brazilian_health_services_results_of_the_National_Health_Survey/21835431)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
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