主题和子主题
巴基斯坦 FAST-M 孕产妇脓毒症护理包实施的定性焦点小组主题与子主题数据。

基本信息
资源简介
主题和子主题
【一句话概览】
本数据集是 figshare 公开的文本数据集,收录 1 个文件、合计 9.73 KB,主题涵盖 world health organization、support subsequent scaling、public sector hospital、thematic analysis approach、overall implementation processes,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Themes and subthemes.》。源站首次发布:2023-04-24。
【数据内容】
源站原始描述:Introduction The World Health Organization and partners developed and evaluated a maternity-specific sepsis care bundle called ‘FAST-M’ for low-resource settings. However, this bundle has not yet been studied in Asia. Our study sought to evaluate the perceptions of healthcare providers about the implementation of the FAST-M intervention in Pakistan. Materials and methods The study was conducted at a public sector hospital in Hyderabad. We conducted three focus group discussions with healthcare p…
【数据结构与技术规格】
文件数 1 个,合计 9.73 KB。Table 5.xls:application/vnd.ms-excel,9.73 KB。数据集 DOI:10.1371/journal.pone.0284530.t005。
【主题与分类】
源站学科分类:Medicine、Neuroscience、Biotechnology、Cancer、Infectious Diseases、Virology。主题标签:world health organization、support subsequent scaling、public sector hospital、thematic analysis approach、overall implementation processes、improve clinical practices、bundle completion within、including hcps believing、maternal sepsis intervention、including hcps views。
【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/Themes_and_subthemes_/22686397
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Ahmed, Sheikh Irfan; Khowaja, Bakhtawar M. Hanif; Barolia, Rubina; Sikandar, Raheel; Rind, Ghulam Kubra; Jahangir, Arshia; et al. (2023). Themes and subthemes.. PLOS ONE. Dataset
【使用注意】
· 源站最后修改于 2023-06-21,引用时请注意版本时效。
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:Themes and subthemes.
- DOI:10.1371/journal.pone.0284530.t005
- 发布日期:2023-04-24
- 文件数:1 个
- 文件总体积:9.73 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Themes_and_subthemes_/22686397
命令行下载
curl -L -o "Table 5.xls" "https://ndownloader.figshare.com/files/40275907"
文件清单
Table 5.xls(9.73 KB)
文件总体积 9.73 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
Introduction
The World Health Organization and partners developed and evaluated a maternity-specific sepsis care bundle called ‘FAST-M’ for low-resource settings. However, this bundle has not yet been studied in Asia. Our study sought to evaluate the perceptions of healthcare providers about the implementation of the FAST-M intervention in Pakistan.
Materials and methods
The study was conducted at a public sector hospital in Hyderabad. We conducted three focus group discussions with healthcare providers including doctors, nurses, and healthcare administrators (n = 22) who implemented the FAST-M intervention. The Consolidated Framework for Implementation Research was used as a guiding framework for data collection and analysis. The data were analyzed using a thematic analysis approach and deductive methods.
Results
Five overarching themes emerged: (I) FAST-M intervention and its significance including HCPs believing in the advantages of using the intervention to improve clinical practices; (II) Influence of outer and inner settings including non-availability of resources in the facility for sepsis care; (III) HCPs perceptions about sustainability, which were positive (IV) Integration into the clinical setting including HCPs views on the existing gaps, for example, shortage of HCPs and communication gaps, and their recommendations to improve these; and (V) Outcomes of the intervention including improved clinical processes and outcomes using the FAST-M intervention. Significant improvement in patient monitoring and FAST-M bundle completion within an hour of diagnosis of sepsis was reported by the HCPs.
Conclusions
The healthcare providers’ views were positive about the intervention, its outcomes, and long-term sustainability. The qualitative data provided findings on the acceptability of the overall implementation processes to support subsequent scaling up of the intervention.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0284530.t005(source: https://plos.figshare.com/articles/dataset/Themes_and_subthemes_/22686397)。
数据缺失?
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