人口特征(N=39351)

孟加拉国儿童眼部疾病就医行为研究数据集,包含39351名儿童人口特征及198例确诊眼部疾病者的就医行为数据,揭示社会经济因素对就医行为的影响。

Labida IslamLabida Islam
Figshare
2023-12-07 更新
浏览 49
表格xlink "> globallystructured quantitative questionnairequalified service providersilliterate household headseye care serviceschildren &# 8217000 &# 8211health service providerseye health serviceseye health caresectional mixed methodfinancial constraints play
Population characteristics (N = 39351)

基本信息

模态
表格
大小
0.000005632 GB
许可
CC BY 4.0
创建/更新时间
2023-12-07
版本
v1

资源简介

人口特征(N=39351)

【数据集背景】

本数据集源站标题为《Population characteristics (N = 39351).》。源站首次发布:2023-12-07。

【数据内容】

源站原始描述:Globally, ocular morbidity and disability among children are major public health concerns. This study was designed to explore the health-seeking behaviours of parents in Bangladesh whose children have ocular problems. A cross-sectional mixed method was followed for this study. The method was designed to measure the eye health care-seeking practices of caregivers/parents with children with ocular morbidity in three unions (the lowest administrative geographical area comprising 30,000–50,000 popul…

【数据结构与技术规格】

文件数 1 个,合计 5.63 KB。Table 1.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pone.0295341.t002。

【主题与分类】

源站学科分类:Medicine、Biotechnology、Biological Sciences not elsewhere classified、Science Policy。主题标签:xlink "> globally、structured quantitative questionnaire、qualified service providers、illiterate household heads、eye care services、children &# 8217、000 &# 8211、health service providers、eye health services、eye health care。

【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/Population_characteristics_N_39351_/24766573

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

规范引用:Hussain, A. H. M. Enayet; Islam, Labida; Mashreky, Saidur Rahman; Rahman, A. K. M. Fazlur; Viitasara, Eija; Dalal, Koustuv (2023). Population characteristics (N = 39351).. PLOS ONE. Dataset

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

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

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 "Table 1.xls" "https://ndownloader.figshare.com/files/43523026"

文件清单

  • Table 1.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

Globally, ocular morbidity and disability among children are major public health concerns. This study was designed to explore the health-seeking behaviours of parents in Bangladesh whose children have ocular problems. A cross-sectional mixed method was followed for this study. The method was designed to measure the eye health care-seeking practices of caregivers/parents with children with ocular morbidity in three unions (the lowest administrative geographical area comprising 30,000–50,000 population) of the Raiganj Upazila under the Sirajganj District of Bangladesh. The study period was from January to April 2017. Face-to-face interviews using a semi-structured quantitative questionnaire with the caregivers and KI were conducted among the health service providers during the study period. This was the first community-based study conducted in Bangladesh to find out caregivers’ health-seeking behaviour with identified ocular morbidity. Among 198 confirmed cases of childhood ocular problems, only 87 (43.9%) parents sought health care for their children’s ocular morbidities. Better health-seeking behavior was found among the wealthier families. Proportions were 55.3% and 36% among wealthy and low-income families, respectively. Affluent families sought care from qualified service providers. Educated household heads chose qualified service providers for their children at a higher rate than illiterate household heads. Lack of knowledge, lack of awareness and financial constraints are significant barriers to seeking proper health care. More than half of the caregivers did not seek any eye care services for their children. Socio-demographic factors, and financial constraints play an essential role in the health-seeking behaviour of the parents.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0295341.t002(source: https://plos.figshare.com/articles/dataset/Population_characteristics_N_39351_/24766573)。

数据缺失?

依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。

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