“每个人都需要知道自己的角色”——肯尼亚西部一家转诊医院脓毒症护理需求评估
基于肯尼亚转诊医院21名医疗工作者的半结构化访谈文本,评估脓毒症护理现状与挑战,识别五大关键主题。

基本信息
资源简介
“每个人都需要知道自己的角色”——肯尼亚西部一家转诊医院脓毒症护理需求评估
【数据集背景】
本数据集源站标题为《“Everyone needs to know their role”- A needs assessment of sepsis care at a referral hospital in western Kenya》。源站首次发布:2024-05-03。
【数据内容】
源站原始描述:Sepsis and septic shock disproportionately affect individuals in low-and middle-income countries (LMICs), particularly in sub-Saharan Africa. Yet, due to a paucity of data describing sepsis care and outcomes in LMICs, existing international treatment guidelines are not broadly applicable. Little is known about the current state of sepsis clinical management within LMIC settings. We aimed to gain perspectives on current care practices for sepsis from healthcare workers and identify potential gaps…
【数据结构与技术规格】
文件数 1 个,合计 639.49 KB。needs assessment interviews (NVivo R14.23.0).qdpx:application/zip,639.49 KB。数据集 DOI:10.6084/m9.figshare.25746042.v1。
【主题与分类】
源站学科分类:Health services and systems not elsewhere classified。主题标签:sepsis, septic shock, antimicrobial resistance, needs assessment。
【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://figshare.com/articles/dataset/_Everyone_needs_to_know_their_role_-_A_needs_assessment_of_sepsis_care_at_a_referral_hospital_in_western_Kenya/25746042
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Srour, Maria (2024). “Everyone needs to know their role”- A needs assessment of sepsis care at a referral hospital in western Kenya. figshare. 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:“Everyone needs to know their role”- A needs assessment of sepsis care at a referral hospital in western Kenya
- DOI:10.6084/m9.figshare.25746042.v1
- 发布日期:2024-05-03
- 文件数:1 个
- 文件总体积:639.49 KB
- 源站页面:https://figshare.com/articles/dataset/_Everyone_needs_to_know_their_role_-_A_needs_assessment_of_sepsis_care_at_a_referral_hospital_in_western_Kenya/25746042
命令行下载
curl -L -o "needs assessment interviews (NVivo R14.23.0).qdpx" "https://ndownloader.figshare.com/files/46069851"
文件清单
needs assessment interviews (NVivo R14.23.0).qdpx(639.49 KB)
文件总体积 639.49 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
Sepsis and septic shock disproportionately affect individuals in low-and middle-income countries (LMICs), particularly in sub-Saharan Africa. Yet, due to a paucity of data describing sepsis care and outcomes in LMICs, existing international treatment guidelines are not broadly applicable. Little is known about the current state of sepsis clinical management within LMIC settings. We aimed to gain perspectives on current care practices for sepsis from healthcare workers and identify potential gaps for further intervention within a large referral hospital in Kenya. This needs assessment was performed at Moi Teaching and Referral Hospital (MTRH) in Eldoret, Kenya, is one of two referral hospitals in the country. Twenty-one semi-structured, individual interviews with general medicine providers at MTRH were conducted in January 2023. Interviewees included medical students, medical officers, clinical officers, nurses, pharmacists, registrars, and consultants. Interviews were performed in English, audio-recorded, and transcribed. Two independent investigators coded and thematically analyzed the data. Five major themes and twelve subthemes emerged from the data. The themes were challenges in laboratory investigations, inconsistent microbiology data, antibiotic use, changes in practice for patients living with HIV, and limited ICU capacity. The emerging themes in our data describe a challenging environment for treating sepsis. Providers face difficulty in choosing effective empiric antibiotic regimens in a setting with high rates of antimicrobial resistance. Inconsistent microbiology data and limited ICU capacity can add to the challenge of providing targeted and supportive care. These themes provide a framework for further intervention to improve outcomes.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.25746042.v1(source: https://figshare.com/articles/dataset/_Everyone_needs_to_know_their_role_-_A_needs_assessment_of_sepsis_care_at_a_referral_hospital_in_western_Kenya/25746042)。
数据缺失?
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