新生儿科医生管理妊娠糖尿病并发症能力评估横断面分析数据集
中国湖北省新生儿科医生对妊娠糖尿病并发症管理的知识、态度与实践横断面调查数据集。

基本信息
资源简介
新生儿科医生管理妊娠糖尿病并发症能力评估横断面分析数据集
【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 14.62 KB,主题涵盖 gestational diabetes mellitus、prevalence、neonatology、KAP、China cardiomyopathy,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《Table 1_Assessment of neonatologists'' competency in managing gestational diabetes complications: a cross-sectional analysis from China.docx》。配套论文《Diagnosis of Gestational Diabetes Mellitus in China: Perspective, Progress and Prospects》发表于 Maternal-Fetal Medicine(2019),DOI:10.1097/FM9.0000000000000008。源站首次发布:2025-07-03。
【数据内容】
源站原始描述:BackgroundGestational diabetes mellitus (GDM) significantly impacts long-term child health outcomes. This study assessed neonatologists'' knowledge, attitudes, and practices (KAP) regarding GDM-related complications in offspring. MethodsA cross-sectional study of 1,614 neonatologists in Hubei Province, China, utilized a validated 28-item questionnaire examining knowledge (12 items), attitudes (8 items), and practices (8 items). Responses were scored on a trichotomous scale. Binary logistic regres…
【数据结构与技术规格】
文件数 1 个,合计 14.62 KB。Table 1_Assessment of neonatologists'' competency in managing gestational diabetes complications: a cross-sectional analysis from China.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,14.62 KB。数据集 DOI:10.3389/fendo.2025.1574480.s001。
【主题与分类】
源站学科分类:Cell Metabolism。主题标签:gestational diabetes mellitus、prevalence、neonatology、KAP、China cardiomyopathy、alongside significantly。
【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://frontiersin.figshare.com/articles/dataset/Table_1_Assessment_of_neonatologists_competency_in_managing_gestational_diabetes_complications_a_cross-sectional_analysis_from_China_docx/29468915
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Yang, Yi; Yang, Yao (2025). Table 1_Assessment of neonatologists'' competency in managing gestational diabetes complications: a cross-sectional analysis from China.docx. Frontiers. 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:Table 1_Assessment of neonatologists’’ competency in managing gestational diabetes complications: a cross-sectional analysis from China.docx
- DOI:10.3389/fendo.2025.1574480.s001
- 发布日期:2025-07-03
- 文件数:1 个
- 文件总体积:14.62 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Table_1_Assessment_of_neonatologists_competency_in_managing_gestational_diabetes_complications_a_cross-sectional_analysis_from_China_docx/29468915
命令行下载
curl -L -o "Table 1_Assessment of neonatologists'' competency in managing gestational diabetes complications: a cross-sectional analysis from China.docx" "https://ndownloader.figshare.com/files/55955936"
文件清单
Table 1_Assessment of neonatologists'' competency in managing gestational diabetes complications: a cross-sectional analysis from China.docx(14.62 KB)
文件总体积 14.62 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
BackgroundGestational diabetes mellitus (GDM) significantly impacts long-term child health outcomes. This study assessed neonatologists’’ knowledge, attitudes, and practices (KAP) regarding GDM-related complications in offspring.
MethodsA cross-sectional study of 1,614 neonatologists in Hubei Province, China, utilized a validated 28-item questionnaire examining knowledge (12 items), attitudes (8 items), and practices (8 items). Responses were scored on a trichotomous scale. Binary logistic regression analyzed predictors of satisfactory performance across domains.
ResultsAmong 1,614 neonatologists, 1,437 (89%) demonstrated satisfactory knowledge, 1,513 (94%) positive attitudes, and 1,165 (72%) good practices. Knowledgeable practitioners were significantly older (45.4 vs 36.2 years; OR 1.42 [95% CI 1.40-1.44]; pDespite high knowledge levels and positive attitudes, particularly among experienced practitioners in academic settings, implementation gaps exist in follow-up protocols and specialist referrals. Practice setting significantly influences care delivery, suggesting the need for standardized protocols across healthcare tiers.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fendo.2025.1574480.s001(source: https://frontiersin.figshare.com/articles/dataset/Table_1_Assessment_of_neonatologists_competency_in_managing_gestational_diabetes_complications_a_cross-sectional_analysis_from_China_docx/29468915)。
数据缺失?
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