1型糖尿病患者及照护者的特征

包含1型糖尿病患者、照护者及医疗政策相关人员的访谈转录,用于分析糖尿病诊疗障碍与促进因素。

Figshare
2025-09-12 更新
浏览 20
文本significant challenges relatedramaiah medical collegequalitative research softwareparticularly affecting femalesmental health issuesinstitutional ethical committeefocus group discussiondigital health solutionscommunicable disease programprimary care servicesprimary care physicianspoor healthcare infrastructure
Characteristics of PwT1DM and Caregivers.

基本信息

模态
文本
大小
0.000005632 GB
许可
CC BY 4.0
创建/更新时间
2025-09-12
版本
v1

资源简介

1型糖尿病患者及照护者的特征

【数据集背景】

本数据集源站标题为《Characteristics of PwT1DM and Caregivers.》。源站首次发布:2025-09-12。

【数据内容】

源站原始描述:Type 1 Diabetes mellitus (T1DM) affects a substantial population in India, with significant challenges related to healthcare access and financial burden. This study aims to explore the multi-level barriers and enablers of T1DM care in Karnataka state, providing evidence-based recommendations for policymakers to improve healthcare services. This qualitative study employed in-depth interviews (IDIs) and focus group discussion (FGDs) with multiple stakeholders, including ten People with Type-1 Diab…

【数据结构与技术规格】

文件数 1 个,合计 5.63 KB。Table 1.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pgph.0005129.t001。

【主题与分类】

源站学科分类:Biotechnology、Biological Sciences not elsewhere classified、Cancer、Science Policy。主题标签:significant challenges related、ramaiah medical college、qualitative research software、particularly affecting females、mental health issues、institutional ethical committee、focus group discussion、digital health solutions、communicable disease program、primary care services。

【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://plos.figshare.com/articles/dataset/Characteristics_of_PwT1DM_and_Caregivers_/30115436

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

规范引用:Pandey, Veruschka; Ramanaik, Satyanarayana; Krishnappa, Lalitha; Swathe, Patel; Shastri, Suresh; Sathyanarayana, Santhosh Olety; et al. (2025). Characteristics of PwT1DM and Caregivers.. PLOS Global Public Health. 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 "Table 1.xls" "https://ndownloader.figshare.com/files/57920474"

文件清单

  • Table 1.xls(5.63 KB)

文件总体积 5.63 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

Type 1 Diabetes mellitus (T1DM) affects a substantial population in India, with significant challenges related to healthcare access and financial burden. This study aims to explore the multi-level barriers and enablers of T1DM care in Karnataka state, providing evidence-based recommendations for policymakers to improve healthcare services. This qualitative study employed in-depth interviews (IDIs) and focus group discussion (FGDs) with multiple stakeholders, including ten People with Type-1 Diabetes Mellitus (PwT1DM) aged 5–23 years and their caregivers, 13 Healthcare providers (HCPs) -Endocrinologists, paediatricians, diabetes educators, and primary care physicians; and ten senior health officials and six Policymakers. Participants were selected using purposive sampling from both urban and rural settings across Karnataka. Data was collected over six months, and qualitative research software was used to analyse the transcribed data thematically. The study was approved by the Institutional Ethical Committee of M.S. Ramaiah Medical College. Significant obstacles include inadequate integration of policies within India’s national framework, erratic insulin availability, substantial out-of-pocket costs, and insufficient training for healthcare providers. Rural demographics face compounded disadvantages due to poor healthcare infrastructure, while caregivers, especially mothers, struggle with financial and emotional burdens; People with TIDM endure social stigma and mental health issues, particularly affecting females. The study highlights the critical need for formulating dedicated T1DM policies within the framework of the existing Non-Communicable Disease program. Implementation of subsidized insulin schemes and expansion of primary care services, along with a multi-sectoral strategy, encompassing enhanced training for HCPs, integration of digital health solutions, and development of community-based support systems, is essential for effective and sustainable T1DM management. Addressing financial and gender-based disparities is crucial to ensure equitable care in both urban and rural areas.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pgph.0005129.t001(source: https://plos.figshare.com/articles/dataset/Characteristics_of_PwT1DM_and_Caregivers_/30115436)。

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