农村初级保健中药物辅助治疗增加因素定性比较分析数据集

该数据集包含科罗拉多州农村初级保健诊所的混合方法数据,用于定性比较分析提高阿片类药物使用障碍药物辅助治疗的因素。

NIAID Data Ecosystem
浏览 11
文本opioid use disorderrural primary carequalitative comparative analysismedication assisted treatmentqualitative research
IT MATTTRs Colorado MAT Increase QCA Table 1

基本信息

模态
文本
大小
0.000015639 GB
许可
CC BY 4.0
创建/更新时间
2026-10-07
版本
v1

资源简介

农村初级保健中药物辅助治疗增加因素定性比较分析数据集

【一句话概览】

本数据集是 figshare 公开的文本数据集,收录 1 个文件、合计 15.64 KB,主题涵盖 opioid use disorder、rural primary care、qualitative comparative analysis、medication assisted treatment、qualitative research,可用于医学自然语言处理(实体识别、信息抽取等),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_Increasing medication assisted treatment in rural primary care practice: a qualitative comparative analysis from IT MATTTRs Colorado.docx》。配套论文《Building Capacity for Medication Assisted Treatment in Rural Primary Care Practices: The IT MATTTRs Practice Team Training》发表于 Journal of Primary Care & Community Health(2020),DOI:10.1177/2150132720953723。源站首次发布:2024-10-02。

【数据内容】

源站原始描述:PurposeOpioid dependence and use disorders (OUDs) are serious public health crises resulting in a rising number of opioid-related deaths. Medication assisted treatment (MAT), in this case treatment with buprenorphine, is an evidence-based solution to combatting OUD; however, MAT has been largely unavailable in rural areas. This study investigated what it took to increase MAT in rural Colorado primary care practices. MethodsMixed methods study using qualitative and quantitative data collected fro…

【数据结构与技术规格】

文件数 1 个,合计 15.64 KB。Table_1_Increasing medication assisted treatment in rural primary care practice: a qualitative comparative analysis from IT MATTTRs Colorado.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,15.64 KB。数据集 DOI:10.3389/fmed.2024.1450672.s002。

【主题与分类】

源站学科分类:Radiology and Organ Imaging、Foetal Development and Medicine、Obstetrics and Gynaecology、Primary Health Care、Medical and Health Sciences not elsewhere classified、Dermatology。主题标签:opioid use disorder、rural primary care、qualitative comparative analysis、medication assisted treatment、qualitative research。

【适用方向】

文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。

【获取与许可】

源站页面:https://frontiersin.figshare.com/articles/dataset/Table_1_Increasing_medication_assisted_treatment_in_rural_primary_care_practice_a_qualitative_comparative_analysis_from_IT_MATTTRs_Colorado_docx/27148083

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

规范引用:Holtrop, Jodi Summers; Mullen, Rebecca; Curcija, Kristen; Rubinson, Claude; Westfall, John M.; Nease, Donald E.; et al. (2024). Table_1_Increasing medication assisted treatment in rural primary care practice: a qualitative comparative analysis from IT MATTTRs Colorado.docx. Frontiers. Dataset

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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。

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)

命令行下载

curl -L -o "Table_1_Increasing medication assisted treatment in rural primary care practice: a qualitative comparative analysis from IT MATTTRs Colorado.docx" "https://ndownloader.figshare.com/files/49554345"

文件清单

  • Table_1_Increasing medication assisted treatment in rural primary care practice: a qualitative comparative analysis from IT MATTTRs Colorado.docx(15.64 KB)

文件总体积 15.64 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

PurposeOpioid dependence and use disorders (OUDs) are serious public health crises resulting in a rising number of opioid-related deaths. Medication assisted treatment (MAT), in this case treatment with buprenorphine, is an evidence-based solution to combatting OUD; however, MAT has been largely unavailable in rural areas. This study investigated what it took to increase MAT in rural Colorado primary care practices.
MethodsMixed methods study using qualitative and quantitative data collected from interviews, observations, surveys, and practice-reported data. Participants were staff members from 35 rural primary care practices in Colorado, United States. We qualitatively analyzed the data, then transformed the data, then analyzed it using qualitative comparative analysis (QCA).
ResultsHaving a MAT waivered prescribing clinician on staff and a MAT system in place were necessary conditions to providing MAT (consistency = 1.0; coverage = 0.53 & 0.39 respectively). Practice size (number of providers) was associated with differences in conditions that provided sufficient aspects for MAT provision. Small (1–2 medical providers), non-private practices benefited from the presence of behavioral health and a clinician with MAT experience. Medium sized practices (3–5 providers) whether private or not benefited from behavioral health, often in combination with a clinician with MAT experience. In large practices (6 or more providers), behavioral health was not a factor while having a clinician with MAT experience mattered half of the time.
ConclusionImplementation of MAT in rural primary care is a complex task that may benefit from the resources of behavioral health and a clinician with prior MAT experience.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fmed.2024.1450672.s002(source: https://frontiersin.figshare.com/articles/dataset/Table_1_Increasing_medication_assisted_treatment_in_rural_primary_care_practice_a_qualitative_comparative_analysis_from_IT_MATTTRs_Colorado_docx/27148083)。

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。

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