乌干达医护人员下背痛职业危害数据表1

乌干达医护人员下背痛职业危害研究的PDF数据表,含245名参与者的横断面调查与风险因素分析。

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文本injuryoccupational healthsub saharan Africapainbackache
Data_Sheet_1_Lower Back Pain as an Occupational Hazard Among Ugandan Health Workers.PDF

基本信息

模态
文本
大小
0.00007553 GB
许可
CC BY 4.0
创建/更新时间
2026-10-09
版本
v1

资源简介

乌干达医护人员下背痛职业危害数据表1

【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 75.53 KB,主题涵盖 injury、occupational health、sub saharan Africa、pain、backache,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《Data_Sheet_1_Lower Back Pain as an Occupational Hazard Among Ugandan Health Workers.PDF》。配套论文《Low Back Pain and Associated Presenteeism among Hospital Nursing Staff》发表于 Journal of Occupational Health(2013),DOI:10.1539/joh.12-0261-OA。源站首次发布:2021-12-01。

【数据内容】

源站原始描述:Background: Lower back pain is a public health concern affecting 70–85% of the world''s population. There is paucity of published data on the prevalence, disability and risk factors for lower back pain among health workers in Uganda. Objective: To determine the frequency rate (note that is it implicit that frequency is a rate like incidence so including rate seems redundant here. This is bounded by zero and infinity. In contrast, prevalence is bounded by 0 and 1 and is thus a proportion not a rat…

【数据结构与技术规格】

文件数 1 个,合计 75.53 KB。Data_Sheet_1_Lower Back Pain as an Occupational Hazard Among Ugandan Health Workers.PDF:application/pdf,75.53 KB。数据集 DOI:10.3389/fpubh.2021.761765.s001。

【主题与分类】

源站学科分类:Aboriginal and Torres Strait Islander Health、Aged Health Care、Care for Disabled、Community Child Health、Environmental and Occupational Health and Safety、Epidemiology。主题标签:injury、occupational health、sub saharan Africa、pain、backache。

【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://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Lower_Back_Pain_as_an_Occupational_Hazard_Among_Ugandan_Health_Workers_PDF/17103356

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

规范引用:Aleku, Michael; Nelson, Kevin; Abio, Anne; Wilson, Michael Lowery; Lule, Herman (2021). Data_Sheet_1_Lower Back Pain as an Occupational Hazard Among Ugandan Health Workers.PDF. Frontiers. Dataset

【使用注意】

· 源站最后修改于 2023-06-01,引用时请注意版本时效。

官方服务

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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。

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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。

免登录

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。

免费样本无法满足模型训练要求?千方提供经三甲医院脱敏、带病理回证与专家标注的商业级专病数据集。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "Data_Sheet_1_Lower Back Pain as an Occupational Hazard Among Ugandan Health Workers.PDF" "https://ndownloader.figshare.com/files/31624718"

文件清单

  • Data_Sheet_1_Lower Back Pain as an Occupational Hazard Among Ugandan Health Workers.PDF(75.53 KB)

文件总体积 75.53 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: Lower back pain is a public health concern affecting 70–85% of the world’‘s population. There is paucity of published data on the prevalence, disability and risk factors for lower back pain among health workers in Uganda.
Objective: To determine the frequency rate (note that is it implicit that frequency is a rate like incidence so including rate seems redundant here. This is bounded by zero and infinity. In contrast, prevalence is bounded by 0 and 1 and is thus a proportion not a rate) of lower back pain and its associated risks amongst health professionals in the Arua District of Uganda.
Methods: Cross-sectional descriptive study of 245 consecutive participants conducted during February-April 2020. We stratified risks as individual or work related and analyzed the data using IBM SPSS version 25. Chi-square was used to measure the significance of association between categorical variables at 95% confidence interval, regarding a p ≤ 0.05 as significant.
Results: The mean age of participants was 40.87 years ± 8.74 (SD), with female predominance (69.8%). Majority were either general nurses or midwives (64.9%) and more than half had practiced for over 6–10 years. The frequency rate of lower back pain was 39.6% (n = 97). Individual factors associated with LBP were; cigarette smoking (X2 = 33.040; P ≤ 0.001), alcohol consumption (X2 = 13.581; P ≤ 0.001), age (X2 = 14.717; P = 0.002), and female gender (X2 = 4.802; P = 0.028). The work related factors significantly associated with lower back pain were: being a nurse/midwife (X2 = 9.829; P = 0.007), working in the outpatient department (X2 = 49.752; P ≤ 0.001), bending (X2 = 43.912; P ≤ 0.001), lifting (X2 = 33.279; P 2 = 40.096; P ≤ 0.001), being in awkward positions (X2 = 15.607; P= 2 = 21.999; P ≤ 0.001).
Conclusion: The frequency rate of low back pain was high amongst health workers and its main associated individual and work related factors could have been prevented. Health workers should strike a balance between caring for their personal back-health and meeting clients’’ needs while manually handling patients. Ergonomic structuring, job organization, back health care courses and use of assistive equipmen

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fpubh.2021.761765.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Lower_Back_Pain_as_an_Occupational_Hazard_Among_Ugandan_Health_Workers_PDF/17103356)。

需要用于商业化训练或医疗器械注册(NMPA/FDA)?

公开数据往往缺乏完整的病理回证与专家标注。千方医数集依托陕川双基地与超十家三甲医院直连,提供完全合规、去标识化、支持注册级质控的专病数据集交易服务。