Antiseptics or Topical Antibiotic Availability
加纳156家医疗设施中淋巴丝虫病管理服务的药物可用性和工作人员知识评估数据。

基本信息
资源简介
Antiseptics or Topical Antibiotic Availability
【数据集背景】
本数据集源站标题为《Antiseptics or Topical Antibiotic Availability.》。源站首次发布:2023-06-12。
【数据内容】
源站原始描述:Background and methodology In districts where lymphatic filariasis (LF) is endemic, the goal is to provide 100% geographical coverage of the essential package of care. Additionally, countries seeking elimination status must document the availability of services for lymphoedema and hydrocele in all endemic areas. To do this, the WHO recommends conducting assessments of the readiness and quality of services provided to identify service delivery and quality gaps. This study used the recommended WHO…
【数据结构与技术规格】
文件数 1 个,合计 5.63 KB。Table 10.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pntd.0010805.t010。
【主题与分类】
源站学科分类:Medicine、Cell Biology、Biotechnology、Information Systems not elsewhere classified、Cancer、Science Policy。主题标签:routine healthcare system、recommends conducting assessments、identify service delivery、hospitals performed best、direct inspection protocol、commonly reported challenge、73 %), clinics、156 surveyed facilities、health worker interviews、health provider interviews。
【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/Antiseptics_or_Topical_Antibiotic_Availability_/23503326
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Edmiston, Melissa; Atinbire, Solomon; Mensah, Ernest O; Mensah, Ernest; Alomatu, Bright; Mensah, Kofi Asemanyi; et al. (2023). Antiseptics or Topical Antibiotic Availability.. PLOS Neglected Tropical Diseases. Dataset
【使用注意】
· 源站最后修改于 2023-06-23,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:Antiseptics or Topical Antibiotic Availability.
- DOI:10.1371/journal.pntd.0010805.t010
- 发布日期:2023-06-12
- 文件数:1 个
- 文件总体积:5.63 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Antiseptics_or_Topical_Antibiotic_Availability_/23503326
命令行下载
curl -L -o "Table 10.xls" "https://ndownloader.figshare.com/files/41221002"
文件清单
Table 10.xls(5.63 KB)
文件总体积 5.63 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 and methodology
In districts where lymphatic filariasis (LF) is endemic, the goal is to provide 100% geographical coverage of the essential package of care. Additionally, countries seeking elimination status must document the availability of services for lymphoedema and hydrocele in all endemic areas. To do this, the WHO recommends conducting assessments of the readiness and quality of services provided to identify service delivery and quality gaps. This study used the recommended WHO Direct Inspection Protocol (DIP), which consists of 14 core indicators related to LF case management, medicine and commodities, staff knowledge and patient tracking. The survey was administered in 156 health facilities across Ghana designated and trained to provide LF morbidity management services. Patient and health provider interviews were also conducted to assess challenges and feedback.
Principal findings
The highest performing indicators across the 156 surveyed facilities were related to staff knowledge; 96.6% of health workers correctly identified two or more signs and symptoms. The lowest scoring indicators concerned medication availability, with the two lowest scoring indicators in the survey being availability of antifungals (26.28%) and antiseptics (31.41%). Hospitals performed best with an overall score of 79.9%, followed by health centers (73%), clinics (67.1%) and CHPS compounds (66.8%). The most commonly reported challenge from health worker interviews was lack of medications and supplies, followed by a lack of training or poor motivation.
Conclusions and significance
The findings from this study can help the Ghana NTD Program identify areas of improvement as they seek to achieve LF elimination targets and continue to improve access to care for those with LF-related morbidity as part of overall health systems strengthening. Key recommendations include prioritizing refresher and MMDP training for health workers, ensuring reliable patient tracking systems, and integrating lymphatic filariasis morbidity management into the routine healthcare system to ensure medicine and commodity availably.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pntd.0010805.t010(source: https://plos.figshare.com/articles/dataset/Antiseptics_or_Topical_Antibiotic_Availability_/23503326)。
数据缺失?
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