格鲁吉亚初级医疗保健中物质使用障碍筛查的整合:提供者态度、知识、实践和感知障碍的在线调查
格鲁吉亚初级医疗保健提供者对物质使用障碍筛查的态度、知识、实践和障碍的在线调查数据,样本96人,表格格式。

基本信息
资源简介
格鲁吉亚初级医疗保健中物质使用障碍筛查的整合:提供者态度、知识、实践和感知障碍的在线调查
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,主题涵盖 Substance use disorders、screening、primary healthcare,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《Integrating substance use disorder screening in primary healthcare in Georgia: online survey of providers’ attitudes, knowledge, practice, and perceived barriers》。配套论文《Integrating substance use disorder screening in primary healthcare in Georgia: online survey of providers’ attitudes, knowledge, practice, and perceived barriers》发表于 Journal of Substance Use(2024),DOI:10.1080/14659891.2024.2395528。项目资助方:European Commission [Contract: ENI/2021/429-043]. The donor had no role in the study design, implementation, or interpretation of the findings.。源站首次发布:2025-09-11。
【数据内容】
源站原始描述:The study aimed to explore the attitudes, knowledge, and practices of primary healthcare providers in Georgia regarding screening and management of patients with substance use disorders (SUD). An online survey of primary healthcare providers, descriptive statistics, bivariate analysis, and odds ratio calculations were used. The final sample consisted of 96 providers, vastly females, from 19 primary healthcare clinics in 7 cities. About one in five believed that family doctors need not systematic…
【数据结构与技术规格】
数据集 DOI:10.6084/m9.figshare.26839792.v2。
【主题与分类】
源站学科分类:Biotechnology、Ecology、Sociology、Biological Sciences not elsewhere classified、Science Policy、Mental Health。主题标签:Substance use disorders、screening、primary healthcare。
【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/online_resource/Integrating_substance_use_disorder_screening_in_primary_healthcare_in_Georgia_online_survey_of_providers_attitudes_knowledge_practice_and_perceived_barriers/26839792
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Integrating substance use disorder screening in primary healthcare in Georgia: online survey of providers’ attitudes, knowledge, practice, and perceived barriers. Taylor & Francis. Otiashvili, David; Mgebrishvili, Tamar; Sherozia, Mariam; Meskhi, Rusudan; Karosanidze, Irina; Shengelia, Nato; et al
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:Integrating substance use disorder screening in primary healthcare in Georgia: online survey of providers’ attitudes, knowledge, practice, and perceived barriers
- DOI:10.6084/m9.figshare.26839792.v2
- 发布日期:2025-09-11
- 源站页面:https://tandf.figshare.com/articles/online_resource/Integrating_substance_use_disorder_screening_in_primary_healthcare_in_Georgia_online_survey_of_providers_attitudes_knowledge_practice_and_perceived_barriers/26839792
按页面 Download 按钮获取。
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
The study aimed to explore the attitudes, knowledge, and practices of primary healthcare providers in Georgia regarding screening and management of patients with substance use disorders (SUD).
An online survey of primary healthcare providers, descriptive statistics, bivariate analysis, and odds ratio calculations were used.
The final sample consisted of 96 providers, vastly females, from 19 primary healthcare clinics in 7 cities. About one in five believed that family doctors need not systematically screen patients for risky or problematic use of any psychoactive substances. Only 1%–4% reported feeling fully ready to identify patients with illicit substance use concerns. Attitudes and practices varied depending on the type of substance being assessed, with the majority of respondents stating that illicit substance use is not a priority area and falls outside of their responsibilities. The most cited barrier for SUD screening was providers’ belief that patients do not truthfully disclose their substance use. Almost a third believed that people who use drugs were criminals.
Our study highlights the urgent need for targeted interventions to improve provider knowledge, attitudes, and practices related to SUD screening and management, with a focus on addressing stigma and implementing evidence-based screening protocols in primary healthcare settings.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.26839792.v2(source: https://tandf.figshare.com/articles/online_resource/Integrating_substance_use_disorder_screening_in_primary_healthcare_in_Georgia_online_survey_of_providers_attitudes_knowledge_practice_and_perceived_barriers/26839792)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。




