过敏相关COVID-19疫苗犹豫管理数据
包含326例转诊至COVID-19疫苗过敏咨询服务的匿名数据,涵盖定量转诊结果和定性医生笔记,用于分析过敏相关疫苗犹豫的管理决策。

基本信息
资源简介
过敏相关COVID-19疫苗犹豫管理数据
【一句话概览】
本数据集是 figshare 公开的多模态数据集,收录 2 个文件、合计 61.57 KB,主题涵盖 Vaccine hesitancy、allergy、COVID-19 vaccination、mRNA vaccines、electronic health records,可用于跨模态对齐与融合建模研究,CC BY-NC-ND 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Managing allergy-related COVID-19 vaccine hesitancy: A multi-methods analysis of practitioner notes and referral outcomes》。配套论文《Managing allergy-related COVID-19 vaccine hesitancy: A multi-methods analysis of practitioner notes and referral outcomes》发表于 Human Vaccines & Immunotherapeutics(2025),DOI:10.1080/21645515.2025.2561457。项目资助方:The author(s) reported there is no funding associated with the work featured in this article.。源站首次发布:2025-09-16。
【数据内容】
源站原始描述:This study examines healthcare practitioners’ decision-making processes when managing vaccine-hesitant patients concerned about allergic reactions to COVID-19 vaccines. A multi-methods secondary data analysis was conducted combining quantitative referral trends and qualitative thematic analysis of health practitioner recorded notes. Anonymized data from 326 individuals referred to an interim COVID-19 vaccine allergy advice service based in Herefordshire and Worcestershire, UK, were analyzed. Qua…
【数据结构与技术规格】
文件数 2 个,合计 61.57 KB。khvi_a_2561457_sm6309.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,15.68 KB。khvi_a_2561457_sm6308.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,45.89 KB。数据集 DOI:10.6084/m9.figshare.30136579.v1。
【主题与分类】
源站学科分类:Biotechnology、Sociology、Immunology、Biological Sciences not elsewhere classified、Science Policy。主题标签:Vaccine hesitancy、allergy、COVID-19 vaccination、mRNA vaccines、electronic health records、healthcare practitioner decision-making。
【适用方向】
多模态数据适合跨模态对齐、融合建模与联合表征学习方向的研究。
【获取与许可】
源站页面:https://tandf.figshare.com/articles/dataset/Managing_allergy-related_COVID-19_vaccine_hesitancy_A_multi-methods_analysis_of_practitioner_notes_and_referral_outcomes/30136579
使用许可:CC BY-NC-ND 4.0(https://creativecommons.org/licenses/by-nc-nd/4.0/)。
规范引用:Managing allergy-related COVID-19 vaccine hesitancy: A multi-methods analysis of practitioner notes and referral outcomes. Taylor & Francis. Clarke, Richard M.; O’Hickey, Stephen P.; Walklet, Elaine; Bradley, Eleanor; Mahoney, Berenice
【使用注意】
· 源站最后修改于 2026-09-15,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:Managing allergy-related COVID-19 vaccine hesitancy: A multi-methods analysis of practitioner notes and referral outcomes
- DOI:10.6084/m9.figshare.30136579.v1
- 发布日期:2025-09-16
- 文件数:2 个
- 文件总体积:61.57 KB
- 源站页面:https://tandf.figshare.com/articles/dataset/Managing_allergy-related_COVID-19_vaccine_hesitancy_A_multi-methods_analysis_of_practitioner_notes_and_referral_outcomes/30136579
命令行下载
curl -L -o "khvi_a_2561457_sm6309.docx" "https://ndownloader.figshare.com/files/57998965"
curl -L -o "khvi_a_2561457_sm6308.docx" "https://ndownloader.figshare.com/files/57998968"
文件清单
khvi_a_2561457_sm6309.docx(15.68 KB)khvi_a_2561457_sm6308.docx(45.89 KB)
文件总体积 61.57 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
This study examines healthcare practitioners’ decision-making processes when managing vaccine-hesitant patients concerned about allergic reactions to COVID-19 vaccines. A multi-methods secondary data analysis was conducted combining quantitative referral trends and qualitative thematic analysis of health practitioner recorded notes. Anonymized data from 326 individuals referred to an interim COVID-19 vaccine allergy advice service based in Herefordshire and Worcestershire, UK, were analyzed. Quantitative data included referral patterns and vaccination outcomes, while qualitative data consisted of thematic analysis of free-text health practitioner notes documenting patient concerns and practitioner decision-making. Of the referred cases, 23.3% were advised to proceed with vaccination in primary care without precaution, 29% with additional precautions such as antihistamines and extended observation. Hospital-based vaccination was only recommended for 0.9%, typically for individuals with complex allergy histories. In 22.7%, cases were escalated to a multidisciplinary team that mainly advised vaccination in primary care with precautions or in hospital settings. Notably, no cases resulted in recommendations against vaccination. The qualitative analysis of health practitioner free text notes developed three themes: diverse presentation of allergies, complex allergy histories, and patient anxiety and lack of trust. Themes suggest healthcare practitioners face significant challenges in clinical decision-making with these patients and highlight the complexity of managing vaccine hesitancy. This study underscores the need for enhanced training and standardized documentation processes to support healthcare practitioners in managing allergy-related vaccine hesitancy. Public health messaging should proactively address misconceptions about vaccines as they relate to allergies, to build trust and reduce hesitancy.
许可
CC BY-NC-ND 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.30136579.v1(source: https://tandf.figshare.com/articles/dataset/Managing_allergy-related_COVID-19_vaccine_hesitancy_A_multi-methods_analysis_of_practitioner_notes_and_referral_outcomes/30136579)。
数据缺失?
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