美国私人保险患者中高合并症银屑病的经济负担数据集
基于美国私人保险索赔数据的银屑病合并症经济负担分析数据集,包含医疗资源使用和成本数据。

基本信息
资源简介
美国私人保险患者中高合并症银屑病的经济负担数据集
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 2 个文件、合计 759.28 KB,主题涵盖 Psoriasis、comorbidities、healthcare use、costs、indirect costs,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《The economic burden of psoriasis with high comorbidity among privately insured patients in the United States》。配套论文《The economic burden of psoriasis with high comorbidity among privately insured patients in the United States》发表于 Journal of Medical Economics(2019),DOI:10.1080/13696998.2018.1557201。源站首次发布:2018-12-07。
【数据内容】
源站原始描述:Objective: To evaluate the impact of comorbidities on healthcare resource use (HRU), and direct and indirect work-loss-related costs in psoriasis patients. Methods: Adults with psoriasis (≥2 diagnoses, the first designated as the index date) and non-psoriasis controls (no psoriasis diagnoses, randomly generated index date) were identified in a US healthcare claims database of privately-insured patients (data between January 2010 and March 2017 were used). Psoriasis patients were stratified based…
【数据结构与技术规格】
文件数 2 个,合计 759.28 KB。ijme_a_1557201_sm3413.tif:image/tiff,740.16 KB。ijme_a_1557201_sm3412.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,19.12 KB。数据集 DOI:10.6084/m9.figshare.7435874.v1。
【主题与分类】
源站学科分类:Medicine、Physiology、Ecology、Immunology、Developmental Biology、Mental Health。主题标签:Psoriasis、comorbidities、healthcare use、costs、indirect costs、work loss、economic burden、I10、I00。
【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://tandf.figshare.com/articles/dataset/The_economic_burden_of_psoriasis_with_high_comorbidity_among_privately_insured_patients_in_the_United_States/7435874
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:The economic burden of psoriasis with high comorbidity among privately insured patients in the United States. Taylor & Francis. Pilon, Dominic; Teeple, Amanda; Zhdanava, Masha; Ladouceur, Martin; Cheung, Hoi Ching; Muser, Erik; et al
【使用注意】
· 源站最后修改于 2023-06-02,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:The economic burden of psoriasis with high comorbidity among privately insured patients in the United States
- DOI:10.6084/m9.figshare.7435874.v1
- 发布日期:2018-12-07
- 文件数:2 个
- 文件总体积:759.28 KB
- 源站页面:https://tandf.figshare.com/articles/dataset/The_economic_burden_of_psoriasis_with_high_comorbidity_among_privately_insured_patients_in_the_United_States/7435874
命令行下载
curl -L -o "ijme_a_1557201_sm3413.tif" "https://ndownloader.figshare.com/files/13764875"
curl -L -o "ijme_a_1557201_sm3412.docx" "https://ndownloader.figshare.com/files/13764878"
文件清单
ijme_a_1557201_sm3413.tif(740.16 KB)ijme_a_1557201_sm3412.docx(19.12 KB)
文件总体积 759.28 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
Objective: To evaluate the impact of comorbidities on healthcare resource use (HRU), and direct and indirect work-loss-related costs in psoriasis patients.
Methods: Adults with psoriasis (≥2 diagnoses, the first designated as the index date) and non-psoriasis controls (no psoriasis diagnoses, randomly generated index date) were identified in a US healthcare claims database of privately-insured patients (data between January 2010 and March 2017 were used). Psoriasis patients were stratified based on the number of psoriasis-related comorbidities (0, 1–2, or ≥3) developed during the 12 months post-index. All outcomes were evaluated during the follow-up period, spanning the index date until the end of continuous health plan eligibility or data cut-off. HRU and costs per-patient-per-year (PPPY) were compared in psoriasis and non-psoriasis patients with ≥12 months of follow-up.
Results: A total of 9,078 psoriasis (mean age = 44 years, 51% female) and 48,704 non-psoriasis (mean age = 41 years, 50% female) patients were selected. During the 12 months post-index, among psoriasis vs non-psoriasis patients, 71.0% vs 83.0% developed no psoriasis-related comorbidities, 26.3% vs 16.0% developed 1–2, and 2.6% vs 1.0% developed ≥3 psoriasis-related comorbidities. Compared to non-psoriasis patients, psoriasis patients had more HRU including outpatient visits (incidence rate ratios [IRRs] = 1.52, 2.03, and 2.66 for 0, 1–2, and ≥3 comorbidities, respectively [all p p p p Conclusions: HRU and cost burden of psoriasis are substantial, and increase with the development of psoriasis-related comorbidities.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.7435874.v1(source: https://tandf.figshare.com/articles/dataset/The_economic_burden_of_psoriasis_with_high_comorbidity_among_privately_insured_patients_in_the_United_States/7435874)。
数据缺失?
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