DataSheet1_老年抗痴呆药物使用中的性别差异:健康公平考量与阿尔茨海默病及相关痴呆管理
基于 Medicare 2016 数据,分析 ADRD 老年患者抗痴呆药物使用的性别差异及健康公平。

基本信息
资源简介
DataSheet1_老年抗痴呆药物使用中的性别差异:健康公平考量与阿尔茨海默病及相关痴呆管理
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 64.66 KB,主题涵盖 alzheimer’s disease and related diseases、ADRD、anti-dementia medications、gender disparities、medicare,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《DataSheet1_Gender Disparities in Anti-dementia Medication Use among Older Adults: Health Equity Considerations and Management of Alzheimer''s Disease and Related Dementias.docx》。配套论文《Direct and indirect cost of managing alzheimer’s disease and related dementias in the United States》发表于 Expert Review of Pharmacoeconomics & Outcomes Research(2017),DOI:10.1080/14737167.2017.1313118。源站首次发布:2021-08-25。
【数据内容】
源站原始描述:Objective: The prevalence of Alzheimer’s disease and related dementias (ADRD) in women is higher than men. However, the knowledge of gender disparity in ADRD treatment is limited. Therefore, this study aimed to determine the gender disparities in the receipt of anti-dementia medications among Medicare beneficiaries with ADRD in the U.S. Methods: We used data from the Medicare Current Beneficiary Survey 2016. Anti-dementia medications included cholinesterase inhibitors (ChEIs; including rivastigm…
【数据结构与技术规格】
文件数 1 个,合计 64.66 KB。DataSheet1_Gender Disparities in Anti-dementia Medication Use among Older Adults: Health Equity Considerations and Management of Alzheimer''s Disease a.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,64.66 KB。数据集 DOI:10.3389/fphar.2021.706762.s001。
【主题与分类】
源站学科分类:Basic Pharmacology、Clinical Pharmacology and Therapeutics、Clinical Pharmacy and Pharmacy Practice、Pharmaceutical Sciences、Pharmacogenomics、Pharmacology。主题标签:alzheimer’s disease and related diseases、ADRD、anti-dementia medications、gender disparities、medicare。
【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://frontiersin.figshare.com/articles/dataset/DataSheet1_Gender_Disparities_in_Anti-dementia_Medication_Use_among_Older_Adults_Health_Equity_Considerations_and_Management_of_Alzheimer_s_Disease_and_Related_Dementias_docx/16436247
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Lu, Z. Kevin; Xiong, Xiaomo; Wang, Xinyuan; Wu, Jun (2021). DataSheet1_Gender Disparities in Anti-dementia Medication Use among Older Adults: Health Equity Considerations and Management of Alzheimer''s Disease and Related Dementias.docx. Frontiers. Dataset
【使用注意】
· 源站最后修改于 2023-06-05,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:DataSheet1_Gender Disparities in Anti-dementia Medication Use among Older Adults: Health Equity Considerations and Management of Alzheimer’'s Disease and Related Dementias.docx
- DOI:10.3389/fphar.2021.706762.s001
- 发布日期:2021-08-25
- 文件数:1 个
- 文件总体积:64.66 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/DataSheet1_Gender_Disparities_in_Anti-dementia_Medication_Use_among_Older_Adults_Health_Equity_Considerations_and_Management_of_Alzheimer_s_Disease_and_Related_Dementias_docx/16436247
命令行下载
curl -L -o "DataSheet1_Gender Disparities in Anti-dementia Medication Use among Older Adults: Health Equity Considerations and Management of Alzheimer''s Disease a.docx" "https://ndownloader.figshare.com/files/30445992"
文件清单
DataSheet1_Gender Disparities in Anti-dementia Medication Use among Older Adults: Health Equity Considerations and Management of Alzheimer''s Disease a.docx(64.66 KB)
文件总体积 64.66 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: The prevalence of Alzheimer’s disease and related dementias (ADRD) in women is higher than men. However, the knowledge of gender disparity in ADRD treatment is limited. Therefore, this study aimed to determine the gender disparities in the receipt of anti-dementia medications among Medicare beneficiaries with ADRD in the U.S.
Methods: We used data from the Medicare Current Beneficiary Survey 2016. Anti-dementia medications included cholinesterase inhibitors (ChEIs; including rivastigmine, donepezil, and galantamine) and N-methyl-D-aspartate (NMDA) receptor antagonists (including memantine). Descriptive analysis and multivariate logistic regression models were implemented to determine the possible gender disparities in the receipt of anti-dementia medications. Subgroup analyses were conducted to identify gender disparities among beneficiaries with Alzheimer’s disease (AD) and those with only AD-related dementias.
Results: Descriptive analyses showed there were statistically significant differences in age, marital status, and Charlson comorbidities index (CCI) between Medicare beneficiaries who received and who did not receive anti-dementia medications. After controlling for covariates, we found that female Medicare beneficiaries with ADRD were 1.7 times more likely to receive anti-dementia medications compared to their male counterparts (odds ratio [OR]: 1.71; 95% confidence interval [CI]: 1.19–2.45). Specifically, among Medicare beneficiaries with AD, females were 1.2 times more likely to receive anti-dementia medications (Odds Radio: 1.20; 95% confidence interval: 0.58–2.47), and among the Medicare beneficiaries with only AD-related dementias, females were 1.9 times more likely to receive anti-dementia medications (OR: 1.90; 95% CI: 1.23–2.95).
Conclusion: Healthcare providers should be aware of gender disparities in receiving anti-dementia medications among patients with ADRD, and the need to plan programs of care to support both women and men. Future approaches to finding barriers of prescribing, receiving and, adhering to anti-dementia medications by gender should include differences in longevity, biology, cognition, social roles, and environment.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fphar.2021.706762.s001(source: https://frontiersin.figshare.com/articles/dataset/DataSheet1_Gender_Disparities_in_Anti-dementia_Medication_Use_among_Older_Adults_Health_Equity_Considerations_and_Management_of_Alzheimer_s_Disease_and_Related_Dementias_docx/16436247)。
数据缺失?
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