英语水平有限与卒中预防、管理和康复结果之间的关系:系统综述
系统综述数据集,探究英语水平有限对卒中预防、管理和康复结果的影响,包含20项研究的汇总表格。

基本信息
资源简介
英语水平有限与卒中预防、管理和康复结果之间的关系:系统综述
【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 13.32 KB,主题涵盖 stroke、limited English proficiency、health literacy、healthcare disparities、communication barriers,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《Table_1_The Relationship Between Limited English Proficiency and Outcomes in Stroke Prevention, Management, and Rehabilitation: A Systematic Review.DOCX》。配套论文《Limited English Proficiency and Latinos’ Use of Physician Services》发表于 Medical Care Research and Review(2000),DOI:10.1177/107755870005700105。源站首次发布:2022-02-03。
【数据内容】
源站原始描述:IntroductionIndividuals with limited English proficiency (LEP) face structural challenges to communication in English-speaking healthcare environments. We performed a systematic review to characterize the relationship between LEP and outcomes in stroke prevention, management, and recovery. MethodsA systematic review was conducted using the PubMed, Embase, Scopus, and Web of Science databases. Titles and abstracts from articles identified were read and selected for full text review. Studies meeti…
【数据结构与技术规格】
文件数 1 个,合计 13.32 KB。Table_1_The Relationship Between Limited English Proficiency and Outcomes in Stroke Prevention, Management, and Rehabilitation: A Systematic Review.DOCX:application/vnd.openxmlformats-officedocument.wordprocessingml.document,13.32 KB。数据集 DOI:10.3389/fneur.2022.790553.s001。
【主题与分类】
源站学科分类:Neurology and Neuromuscular Diseases、Neurogenetics。主题标签:stroke、limited English proficiency、health literacy、healthcare disparities、communication barriers。
【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://frontiersin.figshare.com/articles/dataset/Table_1_The_Relationship_Between_Limited_English_Proficiency_and_Outcomes_in_Stroke_Prevention_Management_and_Rehabilitation_A_Systematic_Review_DOCX/19112231
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Clark, Jeffrey R.; Shlobin, Nathan A.; Batra, Ayush; Liotta, Eric M. (2022). Table_1_The Relationship Between Limited English Proficiency and Outcomes in Stroke Prevention, Management, and Rehabilitation: A Systematic Review.DOCX. Frontiers. Dataset
【使用注意】
· 源站最后修改于 2023-06-15,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:Table_1_The Relationship Between Limited English Proficiency and Outcomes in Stroke Prevention, Management, and Rehabilitation: A Systematic Review.DOCX
- DOI:10.3389/fneur.2022.790553.s001
- 发布日期:2022-02-03
- 文件数:1 个
- 文件总体积:13.32 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Table_1_The_Relationship_Between_Limited_English_Proficiency_and_Outcomes_in_Stroke_Prevention_Management_and_Rehabilitation_A_Systematic_Review_DOCX/19112231
命令行下载
curl -L -o "Table_1_The Relationship Between Limited English Proficiency and Outcomes in Stroke Prevention, Management, and Rehabilitation: A Systematic Review.DOCX" "https://ndownloader.figshare.com/files/33958301"
文件清单
Table_1_The Relationship Between Limited English Proficiency and Outcomes in Stroke Prevention, Management, and Rehabilitation: A Systematic Review.DOCX(13.32 KB)
文件总体积 13.32 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
IntroductionIndividuals with limited English proficiency (LEP) face structural challenges to communication in English-speaking healthcare environments. We performed a systematic review to characterize the relationship between LEP and outcomes in stroke prevention, management, and recovery.
MethodsA systematic review was conducted using the PubMed, Embase, Scopus, and Web of Science databases. Titles and abstracts from articles identified were read and selected for full text review. Studies meeting inclusion criteria were reviewed in full for study design, aim, and outcomes.
ResultsOf 891 unique articles, 20 were included. Eleven articles did not provide information about interpreter availability or usage, limiting the ability to draw conclusions about the effect of LEP on measured outcomes in these studies. Overall, studies demonstrated that English proficiency is associated with better outcomes in preventive aspects of stroke care such as stroke symptom awareness, anticoagulation maintenance, and knowledge of warfarin indication. Some acute stroke care metrics were independent of English proficiency in seven studies while other evidence showed associations between interpreter requirement and quality of inpatient care received. LEP and English-proficient groups show similar mortality despite greater lengths of stay and greater proportions of care in dedicated stroke units for LEP patients. Post-stroke quality of life can be worse for those with LEP, and language barriers can negatively impact patient and provider experiences of rehabilitation.
ConclusionsStroke patients with LEP face barriers to equitable care at multiple stages. While some studies demonstrate worse outcomes for LEP patients, equitable care was shown in multiple studies frequently in the setting of a high degree of interpreter availability. Patients with LEP will benefit from tailored education regarding stroke symptom recognition and medication regimens, and from provision of translated written educational material. Inequities in inpatient care and rehabilitation exist despite similar mortality rates in four studies. Future studies should report interpreter availability and usage within LEP gro
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fneur.2022.790553.s001(source: https://frontiersin.figshare.com/articles/dataset/Table_1_The_Relationship_Between_Limited_English_Proficiency_and_Outcomes_in_Stroke_Prevention_Management_and_Rehabilitation_A_Systematic_Review_DOCX/19112231)。
数据缺失?
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