南非医疗保健提供者预防新生儿B族链球菌病的知识差距

针对南非医疗人员预防新生儿B族链球菌病的知识差距问卷调查与焦点小组数据。

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2018-10-05 更新
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多模态focus group discussionsKnowledge gapsResults 238 participantsMethods Questionnairesalternative vaccine-based strategyQualitative assessmentsmaternity nursesrisk factorgroup B streptococcal disease Objectiverisk-based prevention strategygroup B streptococcal diseasegroup B streptococcal prevention
Knowledge gaps among South African healthcare providers regarding the prevention of neonatal group B streptococcal disease

基本信息

模态
多模态
大小
0.000062366 GB
许可
CC BY 4.0
创建/更新时间
2018-10-05
版本
v1

资源简介

南非医疗保健提供者预防新生儿B族链球菌病的知识差距

【数据集背景】

本数据集源站标题为《Knowledge gaps among South African healthcare providers regarding the prevention of neonatal group B streptococcal disease》。配套论文《Knowledge gaps among South African healthcare providers regarding the prevention of neonatal group B streptococcal disease》发表于 PLOS ONE(2018),DOI:10.1371/journal.pone.0205157。源站首次发布:2018-10-05。

【数据内容】

源站原始描述:Objective To evaluate obstetric healthcare provider knowledge regarding the prevention of group B streptococcal disease in South African infants. Methods Questionnaires exploring knowledge, attitudes and beliefs around group B streptococcal prevention were administered to consenting doctors and maternity nurses in a tertiary academic hospital. Qualitative assessments (focus groups) were undertaken with junior doctors and nurses. Results 238 participants completed the questionnaire: 150 (63.0%) d…

【数据结构与技术规格】

文件数 3 个,合计 62.37 KB。pone.0205157.s001.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,21.81 KB。pone.0205157.s002.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,20.26 KB。pone.0205157.s003.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,20.30 KB。数据集 DOI:10.1371/journal.pone.0205157。

【主题与分类】

源站学科分类:Medicine、Biotechnology、Sociology、Biological Sciences not elsewhere classified、Science Policy、Virology。主题标签:focus group discussions、Knowledge gaps、Results 238 participants、Methods Questionnaires、alternative vaccine-based strategy、Qualitative assessments、maternity nurses、knowledge gaps、risk factor、group B streptococcal disease Objective。

【适用方向】

多模态数据适合跨模态对齐、融合建模与联合表征学习方向的研究。

【获取与许可】

源站页面:https://plos.figshare.com/articles/dataset/Knowledge_gaps_among_South_African_healthcare_providers_regarding_the_prevention_of_neonatal_i_group_B_streptococcal_i_disease/7174601

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

规范引用:Price, Caris A.; Green-Thompson, Lionel; Mammen, Vijay G.; A. Madhi, Shabir; G. Lala, Sanjay; Dangor, Ziyaad (2018). Knowledge gaps among South African healthcare providers regarding the prevention of neonatal group B streptococcal disease. PLOS ONE. Dataset

【使用注意】

· 源站最后修改于 2023-05-31,引用时请注意版本时效。

官方服务

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⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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。

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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 "pone.0205157.s001.docx" "https://ndownloader.figshare.com/files/13196750"
curl -L -o "pone.0205157.s002.docx" "https://ndownloader.figshare.com/files/13196753"
curl -L -o "pone.0205157.s003.docx" "https://ndownloader.figshare.com/files/13196759"

文件清单

  • pone.0205157.s001.docx(21.81 KB)
  • pone.0205157.s002.docx(20.26 KB)
  • pone.0205157.s003.docx(20.30 KB)

文件总体积 62.37 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

Objective
To evaluate obstetric healthcare provider knowledge regarding the prevention of group B streptococcal disease in South African infants.
Methods
Questionnaires exploring knowledge, attitudes and beliefs around group B streptococcal prevention were administered to consenting doctors and maternity nurses in a tertiary academic hospital. Qualitative assessments (focus groups) were undertaken with junior doctors and nurses.
Results
238 participants completed the questionnaire: 150 (63.0%) doctors and 88 (37.0%) nurses. Overall, 22.7% of participants correctly identified the risk-based prevention protocol recommended at this hospital. Most doctors (68.0%) and nurses (94.3%) could not correctly list a single risk factor. A third of doctors did not know the correct antibiotic protocols, and most (80.0%) did not know the recommended timing of antibiotics in relation to delivery. Focus group discussions highlighted the lack of knowledge, awareness and effective implementation of protocols regarding disease prevention.
Conclusions
Our study highlighted knowledge gaps on the risk-based prevention strategy in a setting which has consistently reported among the highest incidence of invasive group B streptococcal disease globally. In these settings, education and prioritization of the risk-based intrapartum antibiotic strategy is warranted, but an alternative vaccine-based strategy may prove more effective in preventing invasive group B streptococcal disease in the long-term.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0205157(source: https://plos.figshare.com/articles/dataset/Knowledge_gaps_among_South_African_healthcare_providers_regarding_the_prevention_of_neonatal_i_group_B_streptococcal_i_disease/7174601)。

数据缺失?

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⚡️ 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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