独立变量的定义
斯里兰卡2型糖尿病未满足需求研究中独立变量的定义,来源于横断面问卷数据。

基本信息
资源简介
独立变量的定义
【数据集背景】
本数据集源站标题为《Definitions of independent variables.》。源站首次发布:2024-10-10。
【数据内容】
源站原始描述:Diabetes mellitus is a significant contributor to the disease burden in Sri Lanka. Despite government efforts to improve access to care for those with chronic illness, major gaps remain. We assessed the prevalence and correlates of unmet needs among persons with diabetes mellitus type 2 to inform policies on improving healthcare access in a predominantly tax-funded public healthcare system. A descriptive cross-sectional study identified 401 persons with diabetes mellitus type 2 using a multi-sta…
【数据结构与技术规格】
文件数 1 个,合计 9.73 KB。Table 1.xls:application/vnd.ms-excel,9.73 KB。数据集 DOI:10.1371/journal.pgph.0002462.t001。
【主题与分类】
源站学科分类:Medicine、Biotechnology、Biological Sciences not elsewhere classified、Cancer、Science Policy、Infectious Diseases。主题标签:major gaps remain、despite government efforts、9 &# 8211、5 &# 8211、27 &# 8211、07 &# 8211、02 &# 8211、major chronic illnesses、improving healthcare access、health behaviour model。
【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/Definitions_of_independent_variables_/27206426
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Widanapathirana, Nimali; Wickremasinghe, Rajitha; Perera, Susie; McKee, Martin; Palafox, Benjamin; Balabanova, Dina (2024). Definitions of independent variables.. PLOS Global Public Health. 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:Definitions of independent variables.
- DOI:10.1371/journal.pgph.0002462.t001
- 发布日期:2024-10-10
- 文件数:1 个
- 文件总体积:9.73 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Definitions_of_independent_variables_/27206426
命令行下载
curl -L -o "Table 1.xls" "https://ndownloader.figshare.com/files/49734098"
文件清单
Table 1.xls(9.73 KB)
文件总体积 9.73 KB(源站 API 实测)。
数据说明
Diabetes mellitus is a significant contributor to the disease burden in Sri Lanka. Despite government efforts to improve access to care for those with chronic illness, major gaps remain. We assessed the prevalence and correlates of unmet needs among persons with diabetes mellitus type 2 to inform policies on improving healthcare access in a predominantly tax-funded public healthcare system. A descriptive cross-sectional study identified 401 persons with diabetes mellitus type 2 using a multi-stage cluster sampling method from 1767 individuals aged 40–69 from the Gampaha district, just north of the capital Colombo. An interviewer-administered questionnaire gathered data on unmet needs for physician care, medicines, and investigations during the preceding year. Associated factors, identified from the health behaviour model, were examined using binomial logistic regression with significance set at p<0.05. One-fifth experienced an unmet need (95%CI:15.7–23.7), with 16% for physician care (95%CI:12.7–20.2), 4.2% for medicines (95%CI:2.5–6.7) and 6.0% for investigations (95%CI:3.9–8.8). People who frequently visited a private provider experienced less unmet needs overall. Being female (AOR 0.50; 95%CI:0.27–0.92) and having a higher income (AOR 0.37; 95%CI:0.16–0.83) reduced unmet need for physician care. Absence of other major chronic illnesses (AOR 0.31; 95%CI:0.12–0.80) and having a regular care provider in the public (AOR 0.24; 95%CI:0.07–0.89) or private sectors (AOR 0.18; 95%CI:0.05–0.68) reduced unmet need for investigations with the latter also reducing unmet need for medicines (AOR 0.11; 95%CI:0.02–0.77). Despite Sri Lanka having a predominantly publicly financed healthcare system, persons with diabetes mellitus experienced unmet healthcare needs, mainly for physician care which varied with socio-economic characteristics. It is important to ensure uninterrupted care, universally for all, through patient-centred models of care linked to a regular provider. Health planners should take account of unmet needs when expanding public sector coverage for chronic illness care.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pgph.0002462.t001(source: https://plos.figshare.com/articles/dataset/Definitions_of_independent_variables_/27206426)。
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。
⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。




