苏格兰高胆固醇血症和高血压处方发生率的人群研究:医疗系统是否从COVID-19影响中恢复?

该数据集包含苏格兰2020-2022年高胆固醇血症和高血压新处方及GP接诊数据,用于分析COVID-19后医疗系统的恢复情况。

Taylor & FrancisTaylor & Francis
DataCite Commons
2025-11-04 更新
浏览 22
表格HypercholesterolemiahypertensionCOVID-19 recoverypharmacotherapyhealthcare systemCOVID-19
A population-based study of incident prescribing for hypercholesterolaemia and hypertension in Scotland: is the healthcare system recovering from the impact of COVID-19?

基本信息

模态
表格
大小
0.00049414 GB
许可
CC BY 4.0
创建/更新时间
2025-11-04
版本
v1

资源简介

苏格兰高胆固醇血症和高血压处方发生率的人群研究:医疗系统是否从COVID-19影响中恢复?

【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 494.14 KB,主题涵盖 Hypercholesterolemia、hypertension、COVID-19 recovery、pharmacotherapy、healthcare system,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《A population-based study of incident prescribing for hypercholesterolaemia and hypertension in Scotland: is the healthcare system recovering from the impact of COVID-19?》。配套论文《A population-based study of incident prescribing for hypercholesterolaemia and hypertension in Scotland: is the healthcare system recovering from the impact of COVID-19?》发表于 Current Medical Research and Opinion(2025),DOI:10.1080/03007995.2025.2482674。源站首次发布:2025-03-20。

【数据内容】

源站原始描述:COVID-19 pandemic caused significant disruptions in healthcare services, with previous studies estimated that the early months of the pandemic led to a substantial decline in new prescriptions for hypercholesterolemia and hypertension. The long-term recovery of healthcare systems in addressing these gaps remains uncertain. We aimed to assess the recovery of the healthcare system in Scotland regarding the initiation of treatments for hypercholesterolemia and hypertension post-COVID-19 pandemic. T…

【数据结构与技术规格】

文件数 2 个,合计 494.14 KB。icmo_a_2482674_sm0907.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,326.96 KB。icmo_a_2482674_sm0906.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,167.18 KB。数据集 DOI:10.6084/m9.figshare.28631339.v1。

【主题与分类】

源站学科分类:Medicine、Pharmacology、Environmental Sciences not elsewhere classified、Biological Sciences not elsewhere classified、Science Policy、Computational Biology。主题标签:Hypercholesterolemia、hypertension、COVID-19 recovery、pharmacotherapy、healthcare system。

【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/A_population-based_study_of_incident_prescribing_for_hypercholesterolaemia_and_hypertension_in_Scotland_is_the_healthcare_system_recovering_from_the_impact_of_COVID-19_/28631339

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

规范引用:A population-based study of incident prescribing for hypercholesterolaemia and hypertension in Scotland: is the healthcare system recovering from the impact of COVID-19?. Taylor & Francis. Kurdi, Amanj; Millar, Morven; Nnabuko, Uchenna; McTaggart, Stuart; Mueller, Tanja; Proud, Euan; et al

【使用注意】

· 源站最后修改于 2025-11-04,引用时请注意版本时效。

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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。

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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 "icmo_a_2482674_sm0907.docx" "https://ndownloader.figshare.com/files/53124557"
curl -L -o "icmo_a_2482674_sm0906.docx" "https://ndownloader.figshare.com/files/53124560"

文件清单

  • icmo_a_2482674_sm0907.docx(326.96 KB)
  • icmo_a_2482674_sm0906.docx(167.18 KB)

文件总体积 494.14 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

COVID-19 pandemic caused significant disruptions in healthcare services, with previous studies estimated that the early months of the pandemic led to a substantial decline in new prescriptions for hypercholesterolemia and hypertension. The long-term recovery of healthcare systems in addressing these gaps remains uncertain. We aimed to assess the recovery of the healthcare system in Scotland regarding the initiation of treatments for hypercholesterolemia and hypertension post-COVID-19 pandemic.
This retrospective cohort study analysed prescription data from January 2020 to December 2022 in Scotland, as well as In-hours encounters with general practitioners. Incident prescribing patterns for drugs used in the treatment of hypercholesterolemia and hypertension were compared against pre-pandemic averages from 2018 to 2019. Data were stratified by health regions and socioeconomic status.
New treatment initiations for drugs used in the treatment of hypercholesterolemia and hypertension significantly increased from mid-2021 onwards, surpassing pre-pandemic levels. By December 2022, there were approximately 40,000 and 60,000 additional new treatments for drugs used to treat hypercholesterolemia and hypertension, respectively, compared to the expected numbers based on 2018–2019 averages. The stratified analysis showed a relatively higher increase in less deprived quintiles. GP encounter activities mirrored trends in new antihypertensive and lipid-lowering initiations, with a significant reduction starting in March 2020 due to the first COVID-19 lockdown. Encounter rates gradually recovered from May 2020, reaching near pre-pandemic levels by March 2021. Notably, the encounter rate slopes during the reference period (2018–2019) and post-recovery phase (May 2021–December 2022) showed no significant difference [–0.7 (95% CI: −4.0, 2.5) vs. 0.9 (95% CI: −3.1, 4.9)].
The observed increase in new treatments for drugs to treat hypercholesterolemia and hypertension suggests recovery of the healthcare system in Scotland following the COVID-19 pandemic. These higher prescribing rates post-pandemic hypothesise potential long-term sequelae associated with COVID-19. The findings de

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.28631339.v1(source: https://tandf.figshare.com/articles/dataset/A_population-based_study_of_incident_prescribing_for_hypercholesterolaemia_and_hypertension_in_Scotland_is_the_healthcare_system_recovering_from_the_impact_of_COVID-19_/28631339)。

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