识别农村医院癌症护理质量循证干预核心功能数据集

该数据集提供8次半结构化访谈转录文本,用于识别循证干预的核心功能以改善农村医院癌症护理质量。

NIAID Data Ecosystem
浏览 10
文本core functionsguideline-concordant carerural cancer disparitiesbarriers to quality cancer carerural healthcare accessevidence-based interventionadaptationquality improvement
Data_Sheet_1_Identifying Core Functions of an Evidence-Based Intervention to Improve Cancer Care Quality in Rural Hospitals

基本信息

模态
文本
大小
0.000685656 GB
许可
CC BY 4.0
创建/更新时间
2026-10-07
版本
v1

资源简介

识别农村医院癌症护理质量循证干预核心功能数据集

【一句话概览】

本数据集是 figshare 公开的文本数据集,收录 1 个文件、合计 685.66 KB,主题涵盖 core functions、guideline-concordant care、rural cancer disparities、barriers to quality cancer care、rural healthcare access,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Data_Sheet_1_Identifying Core Functions of an Evidence-Based Intervention to Improve Cancer Care Quality in Rural Hospitals.docx》。配套论文《A case study of a theory-based method for identifying and reporting core functions and forms of evidence-based interventions》发表于 Translational Behavioral Medicine(2019),DOI:10.1093/tbm/ibz178。源站首次发布:2022-04-28。

【数据内容】

源站原始描述:BackgroundRural patients experience worse cancer survival outcomes than urban patients despite similar incidence rates, due in part to significant barriers to accessing quality cancer care. Community hospitals in non-metropolitan/rural areas play a crucial role in providing care to patients who desire and are able to receive care locally. However, rural community hospitals typically face challenges to providing comprehensive care due to lack of resources. The University of Kentucky''s Markey Canc…

【数据结构与技术规格】

文件数 1 个,合计 685.66 KB。Data_Sheet_1_Identifying Core Functions of an Evidence-Based Intervention to Improve Cancer Care Quality in Rural Hospitals.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,685.66 KB。数据集 DOI:10.3389/frhs.2022.891574.s001。

【主题与分类】

源站学科分类:Health Information Systems (incl. Surveillance)、Primary Health Care、Public Health and Health Services not elsewhere classified、Health Care、Health Economics。主题标签:core functions、guideline-concordant care、rural cancer disparities、barriers to quality cancer care、rural healthcare access、evidence-based intervention、adaptation、quality improvement。

【适用方向】

文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。

【获取与许可】

源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Identifying_Core_Functions_of_an_Evidence-Based_Intervention_to_Improve_Cancer_Care_Quality_in_Rural_Hospitals_docx/19670562

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Wahlen, Madison M.; Schroeder, Mary C.; Johnson, Erin C.; Lizarraga, Ingrid M.; Engelbart, Jacklyn M.; Tatman, David J.; et al. (2022). Data_Sheet_1_Identifying Core Functions of an Evidence-Based Intervention to Improve Cancer Care Quality in Rural Hospitals.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。

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

帮我联系

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)

命令行下载

curl -L -o "Data_Sheet_1_Identifying Core Functions of an Evidence-Based Intervention to Improve Cancer Care Quality in Rural Hospitals.docx" "https://ndownloader.figshare.com/files/34931496"

文件清单

  • Data_Sheet_1_Identifying Core Functions of an Evidence-Based Intervention to Improve Cancer Care Quality in Rural Hospitals.docx(685.66 KB)

文件总体积 685.66 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

BackgroundRural patients experience worse cancer survival outcomes than urban patients despite similar incidence rates, due in part to significant barriers to accessing quality cancer care. Community hospitals in non-metropolitan/rural areas play a crucial role in providing care to patients who desire and are able to receive care locally. However, rural community hospitals typically face challenges to providing comprehensive care due to lack of resources. The University of Kentucky’‘s Markey Cancer Center Affiliate Network (MCCAN) is an effective complex, multi-level intervention, improving cancer care in rural/under-resourced hospitals by supporting them in achieving American College of Surgeons Commission on Cancer (CoC) standards. With the long-term goal of adapting MCCAN for other rural contexts, we aimed to identify MCCAN’‘s core functions (i.e., the components key to the intervention’'s effectiveness/implementation) using theory-driven qualitative data research methods.
MethodsWe conducted eight semi-structured virtual interviews with administrators, coordinators, clinicians, and certified tumor registrars from five MCCAN affiliate hospitals that were not CoC-accredited prior to joining MCCAN. Study team members coded interview transcripts and identified themes related to how MCCAN engaged affiliate sites in improving care quality (intervention functions) and implementing CoC standards (implementation functions) and analyzed themes to identify core functions. We then mapped core functions onto existing theories of change and presented the functions to MCCAN leadership to confirm validity and completeness of the functions.
ResultsIntervention core functions included: providing expertise and templates for achieving accreditation, establishing a culture of quality-improvement among affiliates, and fostering a shared goal of quality care. Implementation core functions included: fostering a sense of community and partnership, building trust between affiliates and Markey, providing information and resources to increase feasibility and acceptability of meeting CoC standards, and mentoring and empowering administrators and clinicians to champion implementation.
Concl

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/frhs.2022.891574.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Identifying_Core_Functions_of_an_Evidence-Based_Intervention_to_Improve_Cancer_Care_Quality_in_Rural_Hospitals_docx/19670562)。

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。

⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

获取专属数据定制方案