影响国家健康保险成员中2型糖尿病患者从医院转诊至初级保健医生的因素数据集

通过定性访谈和观察,分析影响2型糖尿病患者从医院转诊至初级保健医生的因素。

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2023-08-15 更新
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文本Referral and intermediarynational health authoritiespatient characteristicsDM Type 2primary health care delivery
Factors Affecting Back Referral of Type 2 Diabetes Mellitus Patient of National Health Insurance Members from the Hospital to the Primary Care Physicians

基本信息

模态
文本
大小
0.000125156 GB
许可
CC BY 4.0
创建/更新时间
2023-08-15
版本
v8

资源简介

影响国家健康保险成员中2型糖尿病患者从医院转诊至初级保健医生的因素数据集

【一句话概览】

本数据集是 figshare 公开的文本数据集,收录 2 个文件、合计 125.16 KB,主题涵盖 Referral and intermediary、national health authorities、patient characteristics、DM Type 2、primary health care delivery,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《Factors Affecting Back Referral of Type 2 Diabetes Mellitus Patient of National Health Insurance Members from the Hospital to the Primary Care Physicians》。项目资助方:Hibah PUTI 2022 (Grant No. NKB-262/UN2.RST/HKP.05.00/2022)。源站首次发布:2023-09-28。

【数据内容】

源站原始描述:Increased number of National Health insurance members with type 2 diabetes mellitus (DM) may have an impact of cost of health care. Since 2010,Social Security Agency on Health implemented the Chronic Disease Management Programme (Prolanis), especially for type 2 DM disease. However, back referral from internal medicine specialist to primary care physician was not well implemented. This study aims to identify perceptions of internal medicine specialist and patients affecting implementation of bac…

【数据结构与技术规格】

文件数 2 个,合计 125.16 KB。Raw Data Trancript FGD Factors Affecting Back Referral of Type 2 Diabetes Mellitus Patient of National Health Insurance Members from the Hospital to the Primary Care Physicians .xlsx:undefined,15.63 KB。The Interview Transcript in FGD of 34 Partisipants .docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,109.53 KB。数据集 DOI:10.6084/m9.figshare.23931150.v8。

【主题与分类】

源站学科分类:Public health not elsewhere classified、Health management。主题标签:Referral and intermediary、national health authorities、patient characteristics、DM Type 2、primary health care delivery。

【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://figshare.com/articles/dataset/Factors_Affecting_Back_Referral_of_Type_2_Diabetes_Mellitus_Patient_of_National_Health_Insurance_Members_from_the_Hospital_to_the_Primary_Care_Physicians/23931150

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

规范引用:Permatasari, Putri (2023). Factors Affecting Back Referral of Type 2 Diabetes Mellitus Patient of National Health Insurance Members from the Hospital to the Primary Care Physicians. figshare. Dataset

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 "Raw Data Trancript FGD Factors Affecting Back Referral of Type 2 Diabetes Mellitus Patient of National Health Insurance Members from the Hospital to the Primary Care Physicians  .xlsx" "https://ndownloader.figshare.com/files/42004908"
curl -L -o "The Interview Transcript in FGD of 34 Partisipants .docx" "https://ndownloader.figshare.com/files/42489927"

文件清单

  • Raw Data Trancript FGD Factors Affecting Back Referral of Type 2 Diabetes Mellitus Patient of National Health Insurance Members from the Hospital to the Primary Care Physicians .xlsx(15.63 KB)
  • The Interview Transcript in FGD of 34 Partisipants .docx(109.53 KB)

文件总体积 125.16 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

Increased number of National Health insurance members with type 2 diabetes mellitus (DM) may have an impact of cost of health care. Since 2010,Social Security Agency on Health implemented the Chronic Disease Management Programme (Prolanis), especially for type 2 DM disease. However, back referral from internal medicine specialist to primary care physician was not well implemented. This study aims to identify perceptions of internal medicine specialist and patients affecting implementation of back referral for patients with type 2 DM from the hospital to primary care physicians. A qualitative study was employed, using in-depth interviews, observation and focus group discussions. In-depth interviews were conducted with eight internal medicine spesialists in one hospitals in Jakarta Selatan City and two primary care physicians. Focus group discussions were conducted with four groups of patients with type 2 DM, and observation was made to describe the working environment at the
hospital.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.23931150.v8(source: https://figshare.com/articles/dataset/Factors_Affecting_Back_Referral_of_Type_2_Diabetes_Mellitus_Patient_of_National_Health_Insurance_Members_from_the_Hospital_to_the_Primary_Care_Physicians/23931150)。

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。

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