2016-2023年缅因州阿片类药物使用障碍患者住院产后避孕提供情况数据集

基于缅因州2016-2023年出院数据,比较阿片类药物使用障碍与非障碍产妇住院产后长效可逆避孕和永久性避孕的提供趋势。

O’Connor, Alane B.; Gelsinger, Catherine; Ahrens, Katherine A.O’Connor, Alane B.; Gelsinger, Catherine; Ahrens, Katherine A.
Taylor & Francis Group
2025-11-25 更新
浏览 28
表格Maternal opioid use disorderpostpartum contraceptionpermanent contraceptionlong-acting reversible contraception
Inpatient postpartum contraception provision among individuals with opioid use disorder in Maine, 2016–2023

基本信息

模态
表格
大小
0.000067419 GB
许可
CC BY 4.0
创建/更新时间
2025-11-25
版本
v1

资源简介

2016-2023年缅因州阿片类药物使用障碍患者住院产后避孕提供情况数据集

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 3 个文件、合计 67.42 KB,主题涵盖 Maternal opioid use disorder、postpartum contraception、permanent contraception、long-acting reversible contraception,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《Inpatient postpartum contraception provision among individuals with opioid use disorder in Maine, 2016–2023》。配套论文《Inpatient postpartum contraception provision among individuals with opioid use disorder in Maine, 2016–2023》发表于 The European Journal of Contraception & Reproductive Health Care(2025),DOI:10.1080/13625187.2025.2546485。项目资助方:The authors thank the Maine Health Data Organization, which is responsible for the State of Maine’s Hospital Inpatient Encounter Data. We used the Maine Health Data Organization’s Hospital Inpatient Encounter Data for this analysis as authorized under data request #2024043003.。源站首次发布:2025-09-12。

【数据内容】

源站原始描述:To compare trends in inpatient postpartum (IPP) long-acting reversible contraception (LARC) and permanent contraception provision among women with and without opioid use disorder (OUD) in Maine, which has recently seen a decrease in prevalence of maternal OUD. We used diagnosis codes recorded in hospital discharge data to identify deliveries with and without OUD in Maine during 2016–2023. We calculated trends in annual rates per 1000 deliveries of IPP LARC or permanent methods of contraception (…

【数据结构与技术规格】

文件数 3 个,合计 67.42 KB。iejc_a_2546485_sm9329.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,19.08 KB。iejc_a_2546485_sm9280.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,29.21 KB。iejc_a_2546485_sm9254.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,19.13 KB。数据集 DOI:10.6084/m9.figshare.30113137.v1。

【主题与分类】

源站学科分类:Biophysics、Medicine、Cell Biology、Pharmacology、Biological Sciences not elsewhere classified、Mathematical Sciences not elsewhere classified。主题标签:Maternal opioid use disorder、postpartum contraception、permanent contraception、long-acting reversible contraception。

【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/Inpatient_postpartum_contraception_provision_among_individuals_with_opioid_use_disorder_in_Maine_2016_2023/30113137

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

规范引用:Inpatient postpartum contraception provision among individuals with opioid use disorder in Maine, 2016–2023. Taylor & Francis. Gelsinger, Catherine; O’Connor, Alane B.; Ahrens, Katherine A

【使用注意】

· 源站最后修改于 2025-11-25,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 "iejc_a_2546485_sm9329.docx" "https://ndownloader.figshare.com/files/57917551"
curl -L -o "iejc_a_2546485_sm9280.docx" "https://ndownloader.figshare.com/files/57917554"
curl -L -o "iejc_a_2546485_sm9254.docx" "https://ndownloader.figshare.com/files/57917557"

文件清单

  • iejc_a_2546485_sm9329.docx(19.08 KB)
  • iejc_a_2546485_sm9280.docx(29.21 KB)
  • iejc_a_2546485_sm9254.docx(19.13 KB)

文件总体积 67.42 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

To compare trends in inpatient postpartum (IPP) long-acting reversible contraception (LARC) and permanent contraception provision among women with and without opioid use disorder (OUD) in Maine, which has recently seen a decrease in prevalence of maternal OUD.
We used diagnosis codes recorded in hospital discharge data to identify deliveries with and without OUD in Maine during 2016–2023. We calculated trends in annual rates per 1000 deliveries of IPP LARC or permanent methods of contraception (LAPM), permanent contraception, and LARC. We ran tests of coincidence to compare trends between deliveries with and without OUD.
Among the 87,339 delivery hospitalisations identified, 2604 (3.0%) had an OUD diagnosis code. Women with OUD had higher IPP contraception provision (LAPM: 12.1%, permanent contraception: 9.0% LARC: 3.1%) than those without OUD (LAPM: 6.2%, permanent contraception: 5.4%, LARC: 0.9%). Annual rate increases per 1000 deliveries were larger over the study period for women with OUD (LAPM: 11.8 [p = 0.02], permanent contraception: 3.96 [p = 0.20], LARC: 6.48 [p = 0.04]) as compared to those for women without OUD (LAPM: 0.46 [p = 0.25], permanent contraception: −0.91 [p = 0.05], LARC: 1.48 [p p Among deliveries in Maine during 2016–2023, provision of IPP LAPM, permanent contraception, and LARC were higher and increased at a greater rate over time among deliveries with OUD compared to those without OUD. Our findings suggest that IPP contraceptive use could be one of many factors in the recent decrease in maternal OUD and NAS rates in Maine.
Our finding that deliveries with OUD had higher and increasing rates of highly effective inpatient postpartum contraception compared to those without OUD could be one of many contributing factors to the decreasing rates of maternal OUD and NAS in Maine seen during the same time period.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.30113137.v1(source: https://tandf.figshare.com/articles/dataset/Inpatient_postpartum_contraception_provision_among_individuals_with_opioid_use_disorder_in_Maine_2016_2023/30113137)。

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