2019-24年英格兰NHS全科医生增稠剂处方趋势
该数据集包含2019-2024年英格兰NHS全科医生增稠剂处方数据,涵盖处方量、成本及年龄分布,用于分析吞咽困难干预措施的趋势。

基本信息
资源简介
2019-24年英格兰NHS全科医生增稠剂处方趋势
【数据集背景】
本数据集源站标题为《Trends in GP dispensing of thickeners in the NHS England, 2019-24》。源站首次发布:2025-12-10。
【数据内容】
源站原始描述:Introduction Oropharyngeal dysphagia is common and often results in aspiration. Thickeners are widely used to thicken liquids to slow the liquid bolus and prevent aspiration and aspiration pneumonia, despite multiple concerns about their use. To date, there is little data on prescribing/dispensing practices. This study aims to provide the first overview of thickener dispensing practices, serve as foundational material for parties interested in research, practice and policy making, and guide furt…
【数据结构与技术规格】
文件数 2 个,合计 59.93 KB。Thickeners dispensed by GPs in England 2019-2024.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,40.72 KB。Thickeners dispensed by GP No of tubs 2019-2024.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,19.21 KB。数据集 DOI:10.6084/m9.figshare.30847307.v1。
【主题与分类】
源站学科分类:Health services and systems not elsewhere classified。主题标签:Thickeners、thickened liquids (TL)、general practitioner, doctor, family、Dispensing、Community、Geriatrics、Swallowing、Dysphagia。
【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://figshare.com/articles/dataset/_p_p_p_p_p_dir_ltr_b_Trends_in_GP_dispensing_of_thickeners_in_the_NHS_England_2019-24_b_p_/30847307
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:MCCURTIN, ARLENE; Collins, Lindsey; doody, owen; Kelly, Dervla; Lazenby-Paterson, Tracy; Lisiecka, Dominika; et al. (2025). Trends in GP dispensing of thickeners in the NHS England, 2019-24. figshare. Dataset
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:<p></p><p></p><p dir=“ltr”><b>Trends in GP dispensing of thickeners in the NHS England, 2019-24</b></p>
- DOI:10.6084/m9.figshare.30847307.v1
- 发布日期:2025-12-10
- 文件数:2 个
- 文件总体积:59.93 KB
- 源站页面:https://figshare.com/articles/dataset/_p_p_p_p_p_dir_ltr_b_Trends_in_GP_dispensing_of_thickeners_in_the_NHS_England_2019-24_b_p_/30847307
命令行下载
curl -L -o "Thickeners dispensed by GPs in England 2019-2024.xlsx" "https://ndownloader.figshare.com/files/60259496"
curl -L -o "Thickeners dispensed by GP No of tubs 2019-2024.xlsx" "https://ndownloader.figshare.com/files/60259499"
文件清单
Thickeners dispensed by GPs in England 2019-2024.xlsx(40.72 KB)Thickeners dispensed by GP No of tubs 2019-2024.xlsx(19.21 KB)
文件总体积 59.93 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
Introduction
Oropharyngeal dysphagia is common and often results in aspiration. Thickeners are widely used to thicken liquids to slow the liquid bolus and prevent aspiration and aspiration pneumonia, despite multiple concerns about their use. To date, there is little data on prescribing/dispensing practices. This study aims to provide the first overview of thickener dispensing practices, serve as foundational material for parties interested in research, practice and policy making, and guide further work in this area.
Method
We explored English general practitioner thickener dispensing practices for the five-year period 2019-2024 via the NHS Business Services Authority ePACT2 database and using descriptive statistics and linear regression to analyse the data. We hypothesized that with a large data set, it would be possible to detect trends in dispensing. for the
Results
Between 2019 and 2024, nearly three million thickening items were dispensed in primary care in England at a cost of nearly 90 million sterling. Thickened liquids is primarily an intervention for older people although there was a significant decreasing trend in dispensed thickener items in adult populations. Thickener dispensing has increased in the youngest age group (0-1-years-old). The cost of thickeners to the NHS has risen in the last year under study despite the significant decline in use observed for most age groups. Of dispensed items over the five-year period, the vast majority were gum-based.
Conclusion
While the data provided in this study is limited to GP dispensed thickeners in England, it provides researchers, clinicians and policy makers with initial information on dispensing practices. From the available data, a decreasing dispensing trend is seen in the context of rising costs, older people comprise the population who primarily receive thickeners and gum-based products dominate the market. This study raises a number of questions regarding the use of thickeners for people with swallowing problems.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.30847307.v1(source: https://figshare.com/articles/dataset/_p_p_p_p_p_dir_ltr_b_Trends_in_GP_dispensing_of_thickeners_in_the_NHS_England_2019-24_b_p_/30847307)。
数据缺失?
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