定性数据集

关于斯威士兰结核病患者中糖尿病患病率及对结核治疗结果影响的定性研究数据。

Figshare
2025-05-29 更新
浏览 21
文本xlink "> tuberculosiskey stakeholders involvedconducted using laboratoryconducted logistic regressionbased glycated hemoglobin53 times higher373 adults diagnosedlimited patient autonomydetect study employedadequate screening resourcesearly dm diagnosisdm significantly increasing
Qualitative dataset

基本信息

模态
文本
大小
0.00023755 GB
许可
CC BY 4.0
创建/更新时间
2025-05-29
版本
v1

资源简介

定性数据集

【数据集背景】

本数据集源站标题为《Qualitative dataset.》。源站首次发布:2025-05-29。

【数据内容】

源站原始描述:Tuberculosis (TB) remains a significant public health challenge in Eswatini, a country with the highest global HIV prevalence. Diabetes mellitus (DM) is increasingly common among people newly diagnosed with TB, contributing to suboptimal TB treatment outcomes, including relapse and death. The DETECT study employed a multi-method approach to assess the prevalence and DM impact on TB treatment outcomes among adults with TB in 10 Ministry of Health facilities in Eswatini, and explore barriers and f…

【数据结构与技术规格】

文件数 1 个,合计 237.55 KB。pgph.0004607.s008.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,237.55 KB。数据集 DOI:10.1371/journal.pgph.0004607.s008。

【主题与分类】

源站学科分类:Medicine、Pharmacology、Biotechnology、Environmental Sciences not elsewhere classified、Biological Sciences not elsewhere classified、Cancer。主题标签:xlink "> tuberculosis、key stakeholders involved、conducted using laboratory、conducted logistic regression、based glycated hemoglobin、53 times higher、373 adults diagnosed、limited patient autonomy、detect study employed、adequate screening resources。

【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://plos.figshare.com/articles/dataset/Qualitative_dataset_/29187858

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

规范引用:Hirsch-Moverman, Yael; Bezuidenhout, Dana; Senthilvelan, Sakthi; Palmo, Lobsang; Vambe, Debrah; Ginindza, Ntombifuthi; et al. (2025). Qualitative dataset.. PLOS Global Public Health. 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 "pgph.0004607.s008.xlsx" "https://ndownloader.figshare.com/files/54943179"

文件清单

  • pgph.0004607.s008.xlsx(237.55 KB)

文件总体积 237.55 KB(源站 API 实测)。

数据说明

Tuberculosis (TB) remains a significant public health challenge in Eswatini, a country with the highest global HIV prevalence. Diabetes mellitus (DM) is increasingly common among people newly diagnosed with TB, contributing to suboptimal TB treatment outcomes, including relapse and death. The DETECT study employed a multi-method approach to assess the prevalence and DM impact on TB treatment outcomes among adults with TB in 10 Ministry of Health facilities in Eswatini, and explore barriers and facilitators to integrating TB/DM services. DM screening was conducted using laboratory-based glycated hemoglobin (A1c) testing, with DM defined as A1c ≥ 6.5% and preDM as A1c 5.7-6.4%. We conducted logistic regression to assess DM’s impact on TB treatment outcomes and 40 in-depth interviews with key stakeholders involved with TB services to explore barriers and facilitators to TB/DM service integration. Among the 373 adults diagnosed with TB and tested for DM, 13.4% had DM, 41.8% had preDM, and 44.8% had a normal A1c. The odds of poor TB treatment outcomes were 3.53 times higher (95%CI: 1.72-7.32) among those with DM compared to those without DM, after adjusting for age, HIV status, and new versus previously treated TB, highlighting the need for early DM diagnosis and treatment. Patient education and support, adequate screening resources, and community engagement were identified as facilitators of TB/DM service integration. Barriers included health system financial constraints, a perceived lack of need for exercise, insufficiently trained TB healthcare providers, inadequate supplies, societal stigma, limited patient autonomy in decision-making, and the unaffordability of healthy diets. The study found a high prevalence of DM/preDM among adults with TB in Eswatini, with DM significantly increasing the odds of poor TB treatment outcomes, irrespective of HIV status. The findings underscore the urgent need for enhanced tools and strategies to support healthcare providers in integrating TB and DM services effectively.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pgph.0004607.s008(source: https://plos.figshare.com/articles/dataset/Qualitative_dataset_/29187858)。

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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