最小数据集-60498
2023年来自25个中低收入国家69名利益相关者关于2型糖尿病同伴支持认知、障碍与准备情况的调查数据,包含定量和定性内容。

基本信息
资源简介
最小数据集
【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 17.98 KB,主题涵盖 point likert scale、lmic healthcare systems、large proportion worked、indicating promising foundations、exploring stakeholder perceptions,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《Minimal dataset.》。源站首次发布:2026-02-05。
【数据内容】
源站原始描述:Peer support is an effective strategy to promote self-management behaviors and improve well-being in those with cardiometabolic disease, including type 2 diabetes mellitus (T2DM). There is limited knowledge about stakeholder perceptions regarding peer support programs in low- and middle-income countries (LMICs). The study assessed stakeholders’ awareness and understanding of peer support initiatives for T2DM, and explored their perceived barriers and readiness for implementation. A cross-section…
【数据结构与技术规格】
文件数 1 个,合计 17.98 KB。pgph.0005840.s006.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,17.98 KB。数据集 DOI:10.1371/journal.pgph.0005840.s006。
【主题与分类】
源站学科分类:Medicine、Ecology、Sociology、Cancer、Science Policy、Plant Biology。主题标签:point likert scale、lmic healthcare systems、large proportion worked、indicating promising foundations、exploring stakeholder perceptions、25 lmics participated、peer support initiatives、tertiary hospital ),、stakeholders across macro、administered online survey。
【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://plos.figshare.com/articles/dataset/_p_Minimal_dataset_p_/31271225
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Gyawali, Bishal; Bagchi, Soahum; Dakhil, Zainab; Yaseen, Israa; Cader, Fathima Aaysha; da Silva, Lilian Pinto; et al. (2026). Minimal dataset.. PLOS Global Public Health. 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:<p>Minimal dataset.</p>
- DOI:10.1371/journal.pgph.0005840.s006
- 发布日期:2026-02-05
- 文件数:1 个
- 文件总体积:17.98 KB
- 源站页面:https://plos.figshare.com/articles/dataset/_p_Minimal_dataset_p_/31271225
命令行下载
curl -L -o "pgph.0005840.s006.xlsx" "https://ndownloader.figshare.com/files/61671845"
文件清单
pgph.0005840.s006.xlsx(17.98 KB)
文件总体积 17.98 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
Peer support is an effective strategy to promote self-management behaviors and improve well-being in those with cardiometabolic disease, including type 2 diabetes mellitus (T2DM). There is limited knowledge about stakeholder perceptions regarding peer support programs in low- and middle-income countries (LMICs). The study assessed stakeholders’ awareness and understanding of peer support initiatives for T2DM, and explored their perceived barriers and readiness for implementation. A cross-sectional, self-administered online survey with branching logic was distributed to stakeholders across macro- (health policy), meso (tertiary hospital), and micro (community) levels of LMIC healthcare systems from June 1 to December 15, 2023. Quantitative data were analyzed descriptively; qualitative data underwent thematic content analysis. A total of 69 respondents from 25 LMICs participated in the survey. Due to branching logic and response attrition, 53 surveys (77%) had complete responses. Most respondents were medical doctors (n = 35, 50.7%) and a large proportion worked in tertiary hospitals (n = 27, 39.1%). Thirty-nine respondents (56.5%) were aware of peer support; among the 38 respondents with complete data, 29 (76%) reported active involvement in T2DM peer support initiatives. Of 15 responses to open-ended questionnaires regarding barriers to T2DM peer support, 9 (60%) cited concerns about limited resources and lack of funding. Local leadership (mean ± standard deviation: 3.4 ± 1.2), resource allocation (2.7 ± 1.4), and sustainability planning (2.7 ± 1.4) showed the highest perceived readiness on a 5-point Likert scale (1 = strongly disagree, 5 = strongly agree). Stakeholders in LMICs demonstrate awareness and active involvement in T2DM peer support programs. While limited resources and funding remain significant barriers, local leadership, resource allocation, and sustainability planning showed the highest perceived readiness, indicating promising foundations for implementation. Strengthening these areas through targeted support could facilitate the expansion and sustainability of peer support initiatives in resource-constrained settings.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pgph.0005840.s006(source: https://plos.figshare.com/articles/dataset/_p_Minimal_dataset_p_/31271225)。
数据缺失?
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