数据表1_放射肿瘤学患者参与：调查响应动态的大型回顾性研究

数据集获取（Figshare）

• 源站标题：Data Sheet 1_Patient engagement in radiation oncology: a large retrospective study of survey response dynamics.docx
• DOI：10.3389/fonc.2024.1434949.s001
• 发布日期：2025-01-17
• 文件数：1 个
• 文件总体积：894.03 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Patient_engagement_in_radiation_oncology_a_large_retrospective_study_of_survey_response_dynamics_docx/28227026

命令行下载

curl -L -o "Data Sheet 1_Patient engagement in radiation oncology: a large retrospective study of survey response dynamics.docx" "https://ndownloader.figshare.com/files/51731030"

文件清单

• Data Sheet 1_Patient engagement in radiation oncology: a large retrospective study of survey response dynamics.docx（894.03 KB）

文件总体积 894.03 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

PurposePatient satisfaction surveys are pivotal in evaluating healthcare quality and enhancing patient care. Understanding the factors influencing patient engagement with these surveys in radiation oncology can guide improvements in patient-centered care.
MethodsThis retrospective study analyzed data from radiation oncology patients at a large multi-site single-institution center from May 2021 to January 2024. We assessed the influence of demographic, clinical, and socioeconomic factors on the likelihood of survey participation using univariate (UVA) and multivariable (MVA) logistic regression analyses. Factors included age, gender, race, socioeconomic status (SES) via Area Deprivation Index (ADI), language, marital status, smoking, employment, insurance type, mental health disorders (MHD), comorbidity index (CCI), and cancer type.
ResultsIn a comprehensive analysis of 11,859 patients, most were female (57.2%), over 65 years old (60.7%), and primarily insured by Medicare (45.9%). MVA showed that higher socioeconomic disadvantage significantly decreased survey participation (ADI third tertile vs. first tertile OR=0.708, pMultiple factors including age, race, SES, insurance type, cancer type, health conditions, and modality of healthcare delivery influence patient engagement with satisfaction surveys in radiation oncology. Strategies to enhance patient engagement must consider these diverse influences to ensure comprehensive and inclusive feedback mechanisms in healthcare settings. Tailored interventions to mitigate barriers specific to underrepresented groups are crucial for capturing a broad spectrum of patient experiences and improving the overall quality of patient care.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fonc.2024.1434949.s001（source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Patient_engagement_in_radiation_oncology_a_large_retrospective_study_of_survey_response_dynamics_docx/28227026）。