坦桑尼亚生殖与儿童保健诊所中预约系统改善抗逆转录病毒治疗依从性的分组随机试验
该数据集记录坦桑尼亚24个诊所实施预约系统改善HIV阳性孕产妇ART依从性的分组随机试验结果,包含干预组和对照组的预约记录和药物覆盖天数。

基本信息
资源简介
坦桑尼亚生殖与儿童保健诊所中预约系统改善抗逆转录病毒治疗依从性的分组随机试验
【数据集背景】
本数据集源站标题为《A group randomized trial using an appointment system to improve adherence to ART at reproductive and child health clinics implementing Option B+ in Tanzania》。配套论文《A group randomized trial using an appointment system to improve adherence to ART at reproductive and child health clinics implementing Option B+ in Tanzania》发表于 PLOS ONE(2017),DOI:10.1371/journal.pone.0184591。源站首次发布:2017-09-28。
【数据内容】
源站原始描述:Introduction In October 2013, Tanzania adopted Option B+ under which HIV-positive pregnant women are initiated on antiretroviral therapy in reproductive and child health clinics at diagnosis. Studies have shown that adherence and retention to antiretroviral treatment can be problematic. Methods We implemented a group randomized controlled trial in 24 reproductive and child health clinics in eight districts in Mbeya region. The trial tested the impact of implementing paper-based appointment track…
【数据结构与技术规格】
文件数 4 个,合计 1.71 MB。pone.0184591.s001.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,99.50 KB。pone.0184591.s002.tif:image/tiff,930.24 KB。pone.0184591.s003.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,159.53 KB。数据集 DOI:10.1371/journal.pone.0184591。
【主题与分类】
源站学科分类:Medicine、Cell Biology、Biotechnology、Developmental Biology、Cancer、Infectious Diseases。主题标签:community outreach systems、control clinics、time series analysis、group randomized trial、antiretroviral therapy、intervention clinics、International Development Impact Evaluations ID、Trial registration Registry、visit、CI。
【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://plos.figshare.com/articles/dataset/A_group_randomized_trial_using_an_appointment_system_to_improve_adherence_to_ART_at_reproductive_and_child_health_clinics_implementing_Option_B_in_Tanzania/5451829
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Ross-Degnan, Dennis; Chalker, John; Liana, Jafary; Kajoka, Mwikemo Deborah; Valimba, Richard; Kimatta, Suleiman; et al. (2017). A group randomized trial using an appointment system to improve adherence to ART at reproductive and child health clinics implementing Option B+ in Tanzania. PLOS ONE. Data…
【使用注意】
· 源站最后修改于 2023-05-31,引用时请注意版本时效。
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:A group randomized trial using an appointment system to improve adherence to ART at reproductive and child health clinics implementing Option B+ in Tanzania
- DOI:10.1371/journal.pone.0184591
- 发布日期:2017-09-28
- 文件数:4 个
- 文件总体积:1.71 MB
- 源站页面:https://plos.figshare.com/articles/dataset/A_group_randomized_trial_using_an_appointment_system_to_improve_adherence_to_ART_at_reproductive_and_child_health_clinics_implementing_Option_B_in_Tanzania/5451829
命令行下载
curl -L -o "pone.0184591.s001.docx" "https://ndownloader.figshare.com/files/9427285"
curl -L -o "pone.0184591.s002.tif" "https://ndownloader.figshare.com/files/9427294"
curl -L -o "pone.0184591.s003.docx" "https://ndownloader.figshare.com/files/9427297"
curl -L -o "pone.0184591.s004.docx" "https://ndownloader.figshare.com/files/9427303"
文件清单
pone.0184591.s001.docx(99.50 KB)pone.0184591.s002.tif(930.24 KB)pone.0184591.s003.docx(159.53 KB)pone.0184591.s004.docx(519.81 KB)
文件总体积 1.71 MB(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
Introduction
In October 2013, Tanzania adopted Option B+ under which HIV-positive pregnant women are initiated on antiretroviral therapy in reproductive and child health clinics at diagnosis. Studies have shown that adherence and retention to antiretroviral treatment can be problematic.
Methods
We implemented a group randomized controlled trial in 24 reproductive and child health clinics in eight districts in Mbeya region. The trial tested the impact of implementing paper-based appointment tracking and community outreach systems on the rate of missed appointments and number of days covered by dispensed antiretroviral medications among women previously established on antiretroviral therapy. We used interrupted time series analysis to assess study outcomes. Clinic staff and patients in intervention clinics were aware of the intervention because of change in clinic procedures; data collectors knew the study group assignment.
Results
Three months pre-intervention, we identified 1924 and 1226 patients established on antiretroviral therapy for six months or more in intervention and control clinics, respectively, of whom 83.4% and 86.9% had one or more post-intervention visits. The unadjusted rate of missed visits declined from 36.5% to 34.4% in intervention clinics and increased from 38.9% to 45.5% in control clinics following the intervention. Interrupted time series analyses demonstrated a net decrease of 13.7% (95% CI [-15.4,-12.1]) for missed visits at six months post-intervention. Similar differential changes were observed for visits missed by 3, 7, 15, or 60 days.
Conclusion
Appointment-tracking and community outreach significantly improved appointment-keeping for women on antiretroviral therapy. The facility staff controlled their workload better, identified missing patients rapidly, and worked with existing community organizations. There is now enough evidence to scale up this approach to all antiretroviral therapy and Option B+ reproductive and child health clinics in Tanzania as well as to evaluate the intervention in medical clinics that treat other chronic health conditions.
Trial registration
Registry for International Development Impact Evaluations ID-55
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0184591(source: https://plos.figshare.com/articles/dataset/A_group_randomized_trial_using_an_appointment_system_to_improve_adherence_to_ART_at_reproductive_and_child_health_clinics_implementing_Option_B_in_Tanzania/5451829)。
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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