偏头痛患者真实世界治疗模式和医疗资源利用:一项德国索赔数据库分析

基于德国索赔数据库的偏头痛患者真实世界治疗模式和医疗资源利用分析。

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2023-04-26 更新
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表格Headachemigrainecalcitonin gene-related peptide (CGRP)BoNTA (Botulinum Neurotoxin Type A)treatment patternsunmet needhealthcare resource utilization (HCRU)claims dataI10I13
Real-world treatment patterns and healthcare resource utilization among migraine patients: a German claims database analysis

基本信息

模态
表格
大小
0.001059414 GB
许可
CC BY 4.0
创建/更新时间
2023-04-26
版本
v2

资源简介

偏头痛患者真实世界治疗模式和医疗资源利用:一项德国索赔数据库分析

【数据集背景】

本数据集源站标题为《Real-world treatment patterns and healthcare resource utilization among migraine patients: a German claims database analysis》。配套论文《Real-world treatment patterns and healthcare resource utilization among migraine patients: a German claims database analysis》发表于 Journal of Medical Economics(2023),DOI:10.1080/13696998.2023.2207413。源站首次发布:2023-05-11。

【数据内容】

源站原始描述:Despite migraine being one of the most common neurological diseases, affected patients are often not effectively treated. This analysis describes the burden of migraine in Germany and assesses real-world treatment patterns and healthcare resource utilization (HCRU) of preventive-treated migraine patients from the perspective of Statutory Health Insurance. A retrospective analysis was conducted using InGef Research Database claims data from 2018–2019. Migraine patients were stratified into cohort…

【数据结构与技术规格】

文件数 8 个,合计 1.06 MB。Supplemental Table 1.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,31.60 KB。Supplemental Table 2.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,15.87 KB。Supplemental Table 3.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,12.23 KB。数据集 DOI:10.6084/m9.figshare.22704497.v2。

【主题与分类】

源站学科分类:Pharmacology、Biotechnology、Immunology、Biological Sciences not elsewhere classified、Cancer、Science Policy。主题标签:Headache、migraine、calcitonin gene-related peptide (CGRP)、BoNTA (Botulinum Neurotoxin Type A)、treatment patterns、unmet need、healthcare resource utilization (HCRU)、claims data、I10、I13。

【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/Real-world_treatment_patterns_and_healthcare_resource_utilization_among_migraine_patients_A_German_claims_database_analysis/22704497

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

规范引用:Real-world treatment patterns and healthcare resource utilization among migraine patients: a German claims database analysis. Taylor & Francis. Gaul, Charly; Seidel, Karolin; Heuck, Alexander; Silaidos, Carmina; Mrosowsky, Thora; Eberhardt, Alice; et al

【使用注意】

· 源站最后修改于 2024-03-21,引用时请注意版本时效。

官方服务

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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 "Supplemental Table 1.docx" "https://ndownloader.figshare.com/files/40320827"
curl -L -o "Supplemental Table 2.xlsx" "https://ndownloader.figshare.com/files/40320830"
curl -L -o "Supplemental Table 3.xlsx" "https://ndownloader.figshare.com/files/40320833"
curl -L -o "Supplemental Table 4.docx" "https://ndownloader.figshare.com/files/40320836"
curl -L -o "Supplemental Table 5.docx" "https://ndownloader.figshare.com/files/40320839"
curl -L -o "Supplemental Table 6.docx" "https://ndownloader.figshare.com/files/40320842"
curl -L -o "Supplemental Table 7.xlsx" "https://ndownloader.figshare.com/files/40320845"
curl -L -o "Supplemental Table 8.docx" "https://ndownloader.figshare.com/files/40320848"

文件清单

  • Supplemental Table 1.docx(31.60 KB)
  • Supplemental Table 2.xlsx(15.87 KB)
  • Supplemental Table 3.xlsx(12.23 KB)
  • Supplemental Table 4.docx(35.35 KB)
  • Supplemental Table 5.docx(873.82 KB)
  • Supplemental Table 6.docx(36.77 KB)
  • Supplemental Table 7.xlsx(17.97 KB)
  • Supplemental Table 8.docx(35.81 KB)

文件总体积 1.06 MB(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

Despite migraine being one of the most common neurological diseases, affected patients are often not effectively treated. This analysis describes the burden of migraine in Germany and assesses real-world treatment patterns and healthcare resource utilization (HCRU) of preventive-treated migraine patients from the perspective of Statutory Health Insurance.
A retrospective analysis was conducted using InGef Research Database claims data from 2018–2019. Migraine patients were stratified into cohorts by acute and preventive treatment status. Patients on preventive treatment were further stratified according to the type of prophylaxis received. Disease burden in preventively treated migraine patients was reported via treatment patterns, pathways, and comorbidities. HCRU was assessed through outpatient provider visits, hospitalizations, and sick leave.
160,164 adult migraine patients were identified, of which 55,378 (34.6%) were prescribed preventive treatment with conventional (n = 25,984, 46.9%), calcitonin gene-related peptide monoclonal antibody (CGRP mAb) (n = 613, 1.1%), or off-label therapies (n = 28,781, 52.0%). 936 (1.7%) patients received Botulinum Neurotoxin Type A (BoNTA). CGRP mAb-treated patients had a high rate of triptan prescriptions (2018: 95.5%; 2019: 88.9%), migraine-related hospitalizations (2018: 33.0%; 2019: 21.0%), and sick leave (2018: 26.8%; 2019: 22.5%). A high proportion of CGRP mAb- and BoNTA-treated patients was diagnosed with abdominal and pelvic pain (34.3% and 36.2%) and low back pain (34.1% and 35.3%). These patients also showed a high prevalence of depressive episodes (49.1% and 50.1%) and chronic pain disorders (37.5% and 32.9%).
This study focused on descriptive analyses which do not allow for assessment of causality when comparing treatment groups.
Disease burden was high in patients receiving CGRP mAbs suggesting that patients treated preventively with CGRP mAbs shortly after product launch in Germany were severely affected, chronic migraine patients. The same may be true for patients receiving BoNTA who also showed an increased disease burden.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.22704497.v2(source: https://tandf.figshare.com/articles/dataset/Real-world_treatment_patterns_and_healthcare_resource_utilization_among_migraine_patients_A_German_claims_database_analysis/22704497)。

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⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

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