沙特阿拉伯不同透析服务提供者患者满意度表2
该数据集包含5,472名沙特阿拉伯透析患者对透析服务的满意度评分,涵盖政府与私营设施,并分析了性别、年龄、地区及设施类型等影响因素。

基本信息
资源简介
沙特阿拉伯不同透析服务提供者患者满意度表2
【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 43.07 KB,主题涵盖 dialysis satisfaction、healthcare facilities、healthcare quality、hemodialysis、patient experience,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 2_Patient satisfaction with dialysis services provided across different providers in Saudi Arabia.docx》。配套论文《Patients’ Satisfaction With the Quality of Services at Primary Healthcare Centers in Saudi Arabia》发表于 Cureus(2023),DOI:10.7759/cureus.45066。源站首次发布:2026-01-29。
【数据内容】
源站原始描述:ObjectivesThis study aimed to evaluate patient satisfaction with dialysis services provided across different healthcare sectors in Saudi Arabia, including governmental and private facilities, and to identify key determinants influencing satisfaction levels. MethodsA cross-sectional observational study was conducted using secondary data from dialysis patients attending Ministry of Health, Diaverum, and DaVita facilities between January and December 2023. Patient satisfaction data were collected t…
【数据结构与技术规格】
文件数 1 个,合计 43.07 KB。Table 2_Patient satisfaction with dialysis services provided across different providers in Saudi Arabia.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,43.07 KB。数据集 DOI:10.3389/fneph.2025.1691773.s002。
【主题与分类】
源站学科分类:Nephrology and Urology。主题标签:dialysis satisfaction、healthcare facilities、healthcare quality、hemodialysis、patient experience、Saudi Arabia。
【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_2_Patient_satisfaction_with_dialysis_services_provided_across_different_providers_in_Saudi_Arabia_docx/31196473
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Monshi, Sarah S.; Alamri, Hatoon M.; Almuaddi, Afnan M.; Almutairi, Fatemah M.; Aljishi, Hala R.; Alfaki, Khulud A.; et al. (2026). Table 2_Patient satisfaction with dialysis services provided across different providers in Saudi Arabia.docx. Frontiers. 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:Table 2_Patient satisfaction with dialysis services provided across different providers in Saudi Arabia.docx
- DOI:10.3389/fneph.2025.1691773.s002
- 发布日期:2026-01-29
- 文件数:1 个
- 文件总体积:43.07 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Table_2_Patient_satisfaction_with_dialysis_services_provided_across_different_providers_in_Saudi_Arabia_docx/31196473
命令行下载
curl -L -o "Table 2_Patient satisfaction with dialysis services provided across different providers in Saudi Arabia.docx" "https://ndownloader.figshare.com/files/61481359"
文件清单
Table 2_Patient satisfaction with dialysis services provided across different providers in Saudi Arabia.docx(43.07 KB)
文件总体积 43.07 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
ObjectivesThis study aimed to evaluate patient satisfaction with dialysis services provided across different healthcare sectors in Saudi Arabia, including governmental and private facilities, and to identify key determinants influencing satisfaction levels.
MethodsA cross-sectional observational study was conducted using secondary data from dialysis patients attending Ministry of Health, Diaverum, and DaVita facilities between January and December 2023. Patient satisfaction data were collected through the Press Ganey survey, a validated instrument assessing six domains: registration, care, dialysis, pharmacy, personal issues, and personal experience. Descriptive statistics summarized patient demographics and satisfaction scores, while regression analysis identified factors associated with satisfaction.
ResultsA total of 5,472 patients were included, with an overall satisfaction score of 89.84 ± 14.25. The mean satisfaction score was highest in the personal experience domain (91.39 ± 17.02) and lowest in the dialysis domain (88.45 ± 18.65). Private facilities had statistically significant higher satisfaction scores (90.41 ± 13.31) compared to governmental hospitals (88.57 ± 16.08). Females reported significantly higher satisfaction than males (91.96 ± 12.15 vs. 88.91 ± 14.60), respectively. Pediatric patients demonstrated significantly higher satisfaction (age ≤18 years: 93.80 ± 11.42) compared to young adults (age = 19–29 years: 89.18 ± 14.62). Regional differences were observed, with the Southern region reporting the highest satisfaction (91.37 ± 14.18) and the Eastern region the lowest (88.60 ± 15.59). Regression analysis identified gender (B = 2.943, 95% CI [2.165, 3.722], p Patient satisfaction with dialysis services in Saudi Arabia is generally high, with statistically significant but modest differences across regions, facility types, age groups, and genders. Improving dialysis-related education, addressing regional disparities, and enhancing patient-centered care, particularly in governmental facilities, could further optimize satisfaction outcomes.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fneph.2025.1691773.s002(source: https://frontiersin.figshare.com/articles/dataset/Table_2_Patient_satisfaction_with_dialysis_services_provided_across_different_providers_in_Saudi_Arabia_docx/31196473)。
数据缺失?
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