州医疗补助政策与阿片类药物使用障碍药物使用数据集

基于2018年美国22个都市区8142名注射吸毒者的调查数据,分析州医疗补助政策对阿片类药物使用障碍药物使用的影响。

NIAID Data Ecosystem
浏览 21
表格Opioid use disordermedications for opioid use disorderpeople who inject drugshealth policyMedicaid
State Medicaid Policies Governing Access to Medications for Opioid Use Disorder (MOUD) and MOUD Treatment Use in a Large Sample of People Who Inject Drugs in 20 U.S. States

基本信息

模态
表格
大小
0.000110306 GB
许可
CC BY 4.0
创建/更新时间
2026-10-08
版本
v1

资源简介

州医疗补助政策与阿片类药物使用障碍药物使用数据集

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 4 个文件、合计 110.31 KB,主题涵盖 Opioid use disorder、medications for opioid use disorder、people who inject drugs、health policy、Medicaid,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《State Medicaid Policies Governing Access to Medications for Opioid Use Disorder (MOUD) and MOUD Treatment Use in a Large Sample of People Who Inject Drugs in 20 U.S. States》。配套论文《State Medicaid Policies Governing Access to Medications for Opioid Use Disorder (MOUD) and MOUD Treatment Use in a Large Sample of People Who Inject Drugs in 20 U.S. States》发表于 Substance Use & Misuse(2024),DOI:10.1080/10826084.2024.2440365。项目资助方:This work was supported by the National Institute on Drug Abuse under Grant R01DA046197 (Cooper PI), K01DA051696 (Yarbrough PI), and K01DA046307 (Haley PI).。源站首次发布:2025-01-01。

【数据内容】

源站原始描述:Background: People who inject drugs (PWID) are especially vulnerable to harms from opioid use disorder (OUD). Medications for OUD (MOUD) effectively reduce overdose and infectious disease transmission risks. Objective: We investigate whether state Medicaid coverage for methadone and buprenorphine is related to past-year MOUD use among PWID using cross-sectional, multilevel analyses with individual-level data on PWID from the Centers for Disease Control and Prevention’s 2018 National HIV Behavior…

【数据结构与技术规格】

文件数 4 个,合计 110.31 KB。isum_a_2440365_sm1553.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,19.17 KB。isum_a_2440365_sm1552.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,53.97 KB。isum_a_2440365_sm1551.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,18.82 KB。数据集 DOI:10.6084/m9.figshare.28120167.v1。

【主题与分类】

源站学科分类:Medicine、Pharmacology、Sociology、Biological Sciences not elsewhere classified、Science Policy。主题标签:Opioid use disorder、medications for opioid use disorder、people who inject drugs、health policy、Medicaid。

【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/dataset/State_Medicaid_Policies_Governing_Access_to_Medications_for_Opioid_Use_Disorder_MOUD_and_MOUD_Treatment_Use_in_a_Large_Sample_of_People_Who_Inject_Drugs_in_20_U_S_States/28120167

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

规范引用:State Medicaid Policies Governing Access to Medications for Opioid Use Disorder (MOUD) and MOUD Treatment Use in a Large Sample of People Who Inject Drugs in 20 U.S. States. Taylor & Francis. Yarbrough, Courtney R.; Cooper, Hannah L.F.; Beane, Stephanie; Haardörfer, Regine; Ibragimov, Umed; Haley, D…

【使用注意】

· 源站最后修改于 2025-08-01,引用时请注意版本时效。

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⚡️ 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。

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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 "isum_a_2440365_sm1553.docx" "https://ndownloader.figshare.com/files/51435063"
curl -L -o "isum_a_2440365_sm1552.docx" "https://ndownloader.figshare.com/files/51435066"
curl -L -o "isum_a_2440365_sm1551.docx" "https://ndownloader.figshare.com/files/51435069"
curl -L -o "isum_a_2440365_sm1550.docx" "https://ndownloader.figshare.com/files/51435072"

文件清单

  • isum_a_2440365_sm1553.docx(19.17 KB)
  • isum_a_2440365_sm1552.docx(53.97 KB)
  • isum_a_2440365_sm1551.docx(18.82 KB)
  • isum_a_2440365_sm1550.docx(18.34 KB)

文件总体积 110.31 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: People who inject drugs (PWID) are especially vulnerable to harms from opioid use disorder (OUD). Medications for OUD (MOUD) effectively reduce overdose and infectious disease transmission risks. Objective: We investigate whether state Medicaid coverage for methadone and buprenorphine is related to past-year MOUD use among PWID using cross-sectional, multilevel analyses with individual-level data on PWID from the Centers for Disease Control and Prevention’s 2018 National HIV Behavioral Surveillance. The sample included 8,142 PWID aged 18-64 who reported daily opioid use from 22 U.S. metropolitan areas. Our outcome was any self-reported MOUD use in the past 12 months. Exposures were state Medicaid coverage and prior authorization requirements for methadone and buprenorphine. We interacted these exposures with PWID race/ethnicity, insurance status, and spatial access to treatment and harm reduction resources. Results: Compared with PWID in states without Medicaid methadone coverage, odds of past-year MOUD use were 73% (pp<0.05) higher among PWID in states with coverage without prior authorization. Insured PWID were twice as likely to report MOUD use than uninsured PWID, with no statistically significant differences between Medicaid versus other insurance. Medicaid prior authorization requirements for buprenorphine were not significantly associated with MOUD use. Non-Hispanic Black PWID were significantly less likely to use MOUD than non-Hispanic White and Hispanic PWID. Conclusions: State Medicaid methadone coverage was strongly associated with higher odds that PWID utilized MOUD, suggesting that expanding methadone insurance coverage could improve MOUD treatment in a vulnerable population.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.28120167.v1(source: https://tandf.figshare.com/articles/dataset/State_Medicaid_Policies_Governing_Access_to_Medications_for_Opioid_Use_Disorder_MOUD_and_MOUD_Treatment_Use_in_a_Large_Sample_of_People_Who_Inject_Drugs_in_20_U_S_States/28120167)。

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