南非索韦托女性乳腺癌早期就诊障碍因素数据集
包含南非索韦托499名新诊断乳腺癌女性的问卷调查和临床记录数据,分析早期就诊障碍因素。

基本信息
资源简介
南非索韦托女性乳腺癌早期就诊障碍因素数据集
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 4 个文件、合计 437.27 KB,主题涵盖 factor、III、Conclusions Limited patient education、health system barriers、Chris Hani Baragwanath Academic Hospital,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Barriers to early presentation of breast cancer among women in Soweto, South Africa》。配套论文《Barriers to early presentation of breast cancer among women in Soweto, South Africa》发表于 PLOS ONE(2018),DOI:10.1371/journal.pone.0192071。源站首次发布:2018-02-02。
【数据内容】
源站原始描述:Purpose Reported breast cancer incidence is rising in South Africa, where some women are diagnosed late and have poor outcomes. We studied patient and provider factors associated with clinical stage at diagnosis among women diagnosed at the Chris Hani Baragwanath Academic Hospital in Soweto, Johannesburg in 2015–2016. Methods From face-to-face interviewer-administered questionnaires we compared self-reported socioeconomics, demographics, comorbidities, risk factors, personal and health system ba…
【数据结构与技术规格】
文件数 4 个,合计 437.27 KB。S1 Table.xls:application/vnd.ms-excel,360.45 KB。S2 Table.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,9.90 KB。S3 Table.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,18.52 KB。数据集 DOI:10.1371/journal.pone.0192071。
【主题与分类】
源站学科分类:Medicine、Cell Biology、Biotechnology、Cancer、Infectious Diseases。主题标签:factor、III、Conclusions Limited patient education、health system barriers、Chris Hani Baragwanath Academic Hospital、referral health system、health system inefficiencies、healthcare worker education、visit、breast cancer。
【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/Barriers_to_early_presentation_of_breast_cancer_among_women_in_Soweto_South_Africa/5851026
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Joffe, Maureen; Ayeni, Oluwatosin; Norris, Shane Anthony; McCormack, Valerie Ann; Ruff, Paul; Das, Ishani; et al. (2018). Barriers to early presentation of breast cancer among women in Soweto, South Africa. PLOS ONE. 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。
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:Barriers to early presentation of breast cancer among women in Soweto, South Africa
- DOI:10.1371/journal.pone.0192071
- 发布日期:2018-02-02
- 文件数:4 个
- 文件总体积:437.27 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Barriers_to_early_presentation_of_breast_cancer_among_women_in_Soweto_South_Africa/5851026
命令行下载
curl -L -o "S1 Table.xls" "https://ndownloader.figshare.com/files/10385877"
curl -L -o "S2 Table.xlsx" "https://ndownloader.figshare.com/files/10385889"
curl -L -o "S3 Table.docx" "https://ndownloader.figshare.com/files/10385895"
curl -L -o "S1 Text.docx" "https://ndownloader.figshare.com/files/10385907"
文件清单
S1 Table.xls(360.45 KB)S2 Table.xlsx(9.90 KB)S3 Table.docx(18.52 KB)S1 Text.docx(48.40 KB)
文件总体积 437.27 KB(源站 API 实测)。
数据说明
Purpose
Reported breast cancer incidence is rising in South Africa, where some women are diagnosed late and have poor outcomes. We studied patient and provider factors associated with clinical stage at diagnosis among women diagnosed at the Chris Hani Baragwanath Academic Hospital in Soweto, Johannesburg in 2015–2016.
Methods
From face-to-face interviewer-administered questionnaires we compared self-reported socioeconomics, demographics, comorbidities, risk factors, personal and health system barriers, and from patient clinical records, clinical staging, receptor subtype, and tumor grade among 499 consecutive women newly diagnosed with advanced stage (III/IV) breast cancer versus those diagnosed early (stage 0/I/II). Logistic regression models were used to identify factors associated with advanced stage at diagnosis.
Results
Among the women, 243 (49%) were diagnosed at early and 256 (51%) at advanced stages. In the multiple logistic regression adjusted model, completion of high school or beyond (odds ratio (OR) 0.59, and greater breast cancer knowledge and awareness (OR 0.86) were associated with lower stage of breast cancer at presentation. Advanced stage was associated with Luminal B (OR 2.25) and triple-negative subtypes (OR 3.17) compared to luminal A, with delays >3 months from first breast symptoms to accessing the health system (OR 2.79) and with having more than 1 visit within the referral health system (OR 3.19) for 2 visits; OR 2.73 for ≥3 visits).
Conclusions
Limited patient education, breast cancer knowledge and awareness, and health system inefficiencies were associated with advanced stage at diagnosis. Sustained community and healthcare worker education may down-stage disease and improve cancer outcomes.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0192071(source: https://plos.figshare.com/articles/dataset/Barriers_to_early_presentation_of_breast_cancer_among_women_in_Soweto_South_Africa/5851026)。
数据缺失?
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