社会经济地位对房颤抗凝药物选择的影响

数据集获取（Figshare）

• 源站标题：The Influence of Socioeconomic Status on Selection of Anticoagulation for Atrial Fibrillation
• DOI：10.1371/journal.pone.0149142
• 发布日期：2016-02-25
• 文件数：5 个
• 文件总体积：226.68 KB
• 源站页面：https://plos.figshare.com/articles/dataset/The_Influence_of_Socioeconomic_Status_on_Selection_of_Anticoagulation_for_Atrial_Fibrillation/3037384

命令行下载

curl -L -o "S1 Appendix.docx" "https://ndownloader.figshare.com/files/4740502"
curl -L -o "S2 Appendix.docx" "https://ndownloader.figshare.com/files/4740511"
curl -L -o "S3 Appendix.docx" "https://ndownloader.figshare.com/files/4740526"
curl -L -o "S4 Appendix.docx" "https://ndownloader.figshare.com/files/4740541"
curl -L -o "S5 Appendix.docx" "https://ndownloader.figshare.com/files/4740550"

文件清单

• S1 Appendix.docx（16.14 KB）
• S2 Appendix.docx（17.44 KB）
• S3 Appendix.docx（14.63 KB）
• S4 Appendix.docx（89.27 KB）
• S5 Appendix.docx（89.20 KB）

文件总体积 226.68 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

Importance
Without third-party insurance, access to marketed drugs is limited to those who can afford to pay. We examined this phenomenon in the context of anticoagulation for patients with nonvalvular atrial fibrillation (NVAF).
Objective
To determine whether, among older Ontarians receiving anticoagulation for NVAF, patients of higher socioeconomic status (SES) were more likely to switch from warfarin to dabigatran prior to its addition to the provincial formulary.
Design, Setting and Participants
Population-based retrospective cohort study of Ontarians aged 66 years and older, between 2008 and 2012.
Exposure
Socioeconomic status, as approximated by median neighborhood income.
Main Outcomes and Measure
We identified two groups of older adults with nonvalvular atrial fibrillation: those who appeared to switch from warfarin to dabigatran after its market approval but prior to its inclusion on the provincial formulary (“switchers”), and those with ongoing warfarin use during the same interval (“non-switchers”).
Results
We studied 34,797 patients, including 3183 “switchers” and 31,614 “non-switchers”. We found that higher SES was associated with switching to dabigatran prior to its coverage on the provincial formulary (pConclusions and Relevance
We documented socioeconomic inequality in access to dabigatran among patients receiving warfarin for NVAF. This disparity was eliminated following the drug’s addition to the provincial formulary, highlighting the importance of timely reimbursement decisions.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0149142（source: https://plos.figshare.com/articles/dataset/The_Influence_of_Socioeconomic_Status_on_Selection_of_Anticoagulation_for_Atrial_Fibrillation/3037384）。