印度医生对流感疫苗接种的知识、态度和实践:一项多中心横断面研究表1

印度医生对流感疫苗接种的知识、态度和实践横断面调查数据集,包含780名医生的问卷数据。

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表格attitudeawarenesscurrent practicesIndiainfluenzainfluenza vaccinationhealthcare providers
Table_1_Awareness, Attitude, and Current Practices Toward Influenza Vaccination Among Physicians in India: A Multicenter, Cross-Sectional Study.DOCX

基本信息

模态
表格
大小
0.00002225 GB
许可
CC BY 4.0
创建/更新时间
2026-10-08
版本
v1

资源简介

印度医生对流感疫苗接种的知识、态度和实践:一项多中心横断面研究表1

【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 22.25 KB,主题涵盖 attitude、awareness、current practices、India、influenza,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《Table_1_Awareness, Attitude, and Current Practices Toward Influenza Vaccination Among Physicians in India: A Multicenter, Cross-Sectional Study.DOCX》。配套论文《Determinants of adherence to seasonal influenza vaccination among healthcare workers from an Italian region: results from a cross-sectional study》发表于 BMJ Open(2016),DOI:10.1136/bmjopen-2015-010779。源站首次发布:2021-08-23。

【数据内容】

源站原始描述:Background: Although annual influenza vaccination is recommended for healthcare providers (HCPs), vaccination rate among HCPs in India is generally low. This cross-sectional survey was conducted to evaluate physicians'' awareness, attitude, and current practices toward influenza vaccination in high-risk groups in India. Methods: The survey was performed in June–July 2020, wherein consulting physicians, pulmonologists, diabetologists, obstetricians/gynecologists, or cardiologists across 14 cities…

【数据结构与技术规格】

文件数 1 个,合计 22.25 KB。Table_1_Awareness, Attitude, and Current Practices Toward Influenza Vaccination Among Physicians in India: A Multicenter, Cross-Sectional Study.DOCX:application/vnd.openxmlformats-officedocument.wordprocessingml.document,22.25 KB。数据集 DOI:10.3389/fpubh.2021.642636.s001。

【主题与分类】

源站学科分类:Aboriginal and Torres Strait Islander Health、Aged Health Care、Care for Disabled、Community Child Health、Environmental and Occupational Health and Safety、Epidemiology。主题标签:attitude、awareness、current practices、India、influenza、influenza vaccination、healthcare providers。

【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/Table_1_Awareness_Attitude_and_Current_Practices_Toward_Influenza_Vaccination_Among_Physicians_in_India_A_Multicenter_Cross-Sectional_Study_DOCX/16392420

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

规范引用:Vora, Agam; Shaikh, Ashfaque (2021). Table_1_Awareness, Attitude, and Current Practices Toward Influenza Vaccination Among Physicians in India: A Multicenter, Cross-Sectional Study.DOCX. Frontiers. Dataset

【使用注意】

· 源站最后修改于 2023-06-08,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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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)

命令行下载

curl -L -o "Table_1_Awareness, Attitude, and Current Practices Toward Influenza Vaccination Among Physicians in India: A Multicenter, Cross-Sectional Study.DOCX" "https://ndownloader.figshare.com/files/30391041"

文件清单

  • Table_1_Awareness, Attitude, and Current Practices Toward Influenza Vaccination Among Physicians in India: A Multicenter, Cross-Sectional Study.DOCX(22.25 KB)

文件总体积 22.25 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

Background: Although annual influenza vaccination is recommended for healthcare providers (HCPs), vaccination rate among HCPs in India is generally low. This cross-sectional survey was conducted to evaluate physicians’’ awareness, attitude, and current practices toward influenza vaccination in high-risk groups in India.
Methods: The survey was performed in June–July 2020, wherein consulting physicians, pulmonologists, diabetologists, obstetricians/gynecologists, or cardiologists across 14 cities completed a 39-item questionnaire consisting of 3 sections, one each on awareness, attitude, and practice patterns. Descriptive statistics were used to summarize the study results. Statistical analysis was performed for comparison of subgroups by physician specialty, city of practice (metro/non-metro), and zone of practice (north/south/east/west). Level of statistical significance was set at p Results: In all, 780 physicians completed the survey. Of these, 3.97, 53.08, and 42.95% had high, medium, and low level of awareness about influenza/influenza vaccination, respectively. Statistically significant (p Conclusion: These findings suggest the need to implement educational strategies among physicians to enhance their awareness about influenza vaccination and improve their attitudes and current practices toward influenza vaccination especially in high-risk groups in India.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fpubh.2021.642636.s001(source: https://frontiersin.figshare.com/articles/dataset/Table_1_Awareness_Attitude_and_Current_Practices_Toward_Influenza_Vaccination_Among_Physicians_in_India_A_Multicenter_Cross-Sectional_Study_DOCX/16392420)。

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