蛇咬伤管理知识调查数据

加蓬医护人员蛇咬伤管理知识横断面调查数据,涵盖症状识别、临床实践和蛇类识别。

Figshare
2026-03-16 更新
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表格sectional survey targetingone point assignedogoou &# 233et des lacs73 %12570 %120primary health facilitiesneglected health issuerecommended treatment practicesnational clinical guidelinesfalse symptom questions12 management questions
Survey Data

基本信息

模态
表格
大小
0.000086419 GB
许可
CC BY 4.0
创建/更新时间
2026-03-16
版本
v1

资源简介

蛇咬伤管理知识调查数据

【数据集背景】

本数据集源站标题为《Survey Data.》。源站首次发布:2026-03-16。

【数据内容】

源站原始描述:Background Snakebite envenoming remains a neglected health issue in many countries, including Gabon, where the limited availability of snakebite-specific training, clinical guidelines, and essential resources at health facilities may lead to gaps in healthcare workers’ knowledge and confidence and the use of non-recommended treatment practices. This study aimed to assess healthcare workers’ knowledge of snakebite management in the Ogooué et des Lacs department of Moyen-Ogooué province in Gabon.…

【数据结构与技术规格】

文件数 1 个,合计 86.42 KB。pntd.0013742.s004.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,86.42 KB。数据集 DOI:10.1371/journal.pntd.0013742.s004。

【主题与分类】

源站学科分类:Medicine、Cell Biology、Biotechnology、Science Policy、Infectious Diseases。主题标签:sectional survey targeting、one point assigned、ogoou &# 233、et des lacs、73 %, 125、70 %, 120、primary health facilities、neglected health issue、recommended treatment practices、national clinical guidelines。

【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_Survey_Data_p_/31757535

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

规范引用:Rae, Jade D.; Artus, Rica; Hunstig, Friederike; Mombo-Ngoma, Ghyslain; Zinsou, Alex Hounmenou; Okwu, Dearie Glory; et al. (2026). Survey Data.. PLOS Neglected Tropical Diseases. 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 "pntd.0013742.s004.xlsx" "https://ndownloader.figshare.com/files/62846406"

文件清单

  • pntd.0013742.s004.xlsx(86.42 KB)

文件总体积 86.42 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

Background
Snakebite envenoming remains a neglected health issue in many countries, including Gabon, where the limited availability of snakebite-specific training, clinical guidelines, and essential resources at health facilities may lead to gaps in healthcare workers’ knowledge and confidence and the use of non-recommended treatment practices. This study aimed to assess healthcare workers’ knowledge of snakebite management in the Ogooué et des Lacs department of Moyen-Ogooué province in Gabon.
Methods
From June to August 2023, we conducted a cross-sectional survey targeting all healthcare workers in Ogooué et des Lacs who may be involved in snakebite management. We collected information on prior training, self-perceived knowledge of snakebite management, symptom recognition, clinical management practices, and snake identification. Knowledge was assessed using 10 true/false symptom questions and 12 management questions, with one point assigned for each correct response. Generalised linear binomial regression modelling was used to evaluate associations between knowledge and participant characteristics.
Results
A total of 171 healthcare workers (78% of those eligible) participated. Overall, 40% (68/171) scored below 50% on symptom questions, and 66% (113/171) scored below 50% on management questions. Inappropriate practices were frequently recommended, including tourniquet use (70%, 120/171) and venom aspiration (73%, 125/171). Nurse assistants and nurses had a lower odds of correct responses than doctors (OR: 0.68, 95% confidence interval (CI): 0.55-0.84, and OR: 0.78, 95% CI: 0.62-0.98, respectively), while healthcare workers at secondary health facilities performed better than those at primary health facilities (OR: 1.23, 95% CI: 1.04-1.46). Venomous snakes were correctly identified as such in 74% (109/148) of responses, compared with 28% (42/148) for non-venomous snakes.
Conclusion
Gaps in snakebite knowledge and management were identified among healthcare workers in the study region. Targeted training, national clinical guidelines, and improved access to antivenom are needed to strengthen snakebite management in Ogooué et des Lacs and potentially more broadly

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pntd.0013742.s004(source: https://plos.figshare.com/articles/dataset/_p_Survey_Data_p_/31757535)。

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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