家庭诊所日干预对儿科和青少年抗逆转录病毒治疗依从性和保留率的影响:乌干达集群随机对照试验

乌干达集群随机对照试验数据集,评估家庭诊所日干预对儿科和青少年HIV患者抗病毒治疗保留率和预约依从性的效果,包含4715份患者记录及定性访谈数据。

Figshare
2018-03-10 更新
浏览 15
表格分类Low retention ratesadolescent appointment adherenceimpact23 intervention facilities17 health workers interviewsfacilityappointment schedulecare modeladolescent patient recordsappointment schedulingPatient health outcomes23 control facilities
Impact of a Family Clinic Day intervention on paediatric and adolescent appointment adherence and retention in antiretroviral therapy: A cluster randomized controlled trial in Uganda

基本信息

模态
表格
大小
0.000615005 GB
任务类型
分类
许可
CC BY 4.0
创建/更新时间
2018-03-10
版本
v1

资源简介

家庭诊所日干预对儿科和青少年抗逆转录病毒治疗依从性和保留率的影响:乌干达集群随机对照试验

【数据集背景】

本数据集源站标题为《Impact of a Family Clinic Day intervention on paediatric and adolescent appointment adherence and retention in antiretroviral therapy: A cluster randomized controlled trial in Uganda》。配套论文《Impact of a Family Clinic Day intervention on paediatric and adolescent appointment adherence and retention in antiretroviral therapy: A cluster randomized controlled trial in Uganda》发表于 PLOS ONE(2018),DOI:10.1371/journal.pone.0192068。源站首次发布:2018-03-09。

【数据内容】

源站原始描述:Background In 2013, Uganda adopted a test-and-treat policy for HIV patients 15 years or younger. Low retention rates among paediatric and adolescent antiretroviral therapy (ART) initiates could severely limit the impact of this new policy. This evaluation tested the impact of a differentiated care model called Family Clinic Day (FCD), a family-centered appointment scheduling and health education intervention on patient retention and adherence to monthly appointment scheduling. Methods We conduct…

主表 S1 Dataset.csv 含 15 列、样本前 2000 行结构完整。

主表 S2 Dataset.csv 含 14 列、样本前 2000 行结构完整。

【数据结构与技术规格】

文件数 3 个,合计 615.00 KB。S1 Table.doc:application/msword,92.16 KB。S1 Dataset.csv:text/plain,285.95 KB。S2 Dataset.csv:text/plain,236.90 KB。数据集 DOI:10.1371/journal.pone.0192068。

【主题与分类】

源站学科分类:Medicine、Biotechnology、Cancer、Science Policy、Infectious Diseases、Virology。主题标签:Low retention rates、adolescent appointment adherence、impact、23 intervention facilities、17 health workers interviews、facility、appointment schedule、care model、adolescent patient records、appointment scheduling。

【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。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。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/Impact_of_a_Family_Clinic_Day_intervention_on_paediatric_and_adolescent_appointment_adherence_and_retention_in_antiretroviral_therapy_A_cluster_randomized_controlled_trial_in_Uganda/5967886

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

规范引用:Graves, Justin C.; Elyanu, Peter; Schellack, Christine J.; Asire, Barbara; Prust, Margaret L.; R. Prescott, Marta; et al. (2018). Impact of a Family Clinic Day intervention on paediatric and adolescent appointment adherence and retention in antiretroviral therapy: A cluster randomized controlled tri…

【使用注意】

· 源站最后修改于 2023-05-31,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 "S1 Table.doc" "https://ndownloader.figshare.com/files/10703215"
curl -L -o "S1 Dataset.csv" "https://ndownloader.figshare.com/files/10703218"
curl -L -o "S2 Dataset.csv" "https://ndownloader.figshare.com/files/10703221"

文件清单

  • S1 Table.doc(92.16 KB)
  • S1 Dataset.csv(285.95 KB)
  • S2 Dataset.csv(236.90 KB)

文件总体积 615.00 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
In 2013, Uganda adopted a test-and-treat policy for HIV patients 15 years or younger. Low retention rates among paediatric and adolescent antiretroviral therapy (ART) initiates could severely limit the impact of this new policy. This evaluation tested the impact of a differentiated care model called Family Clinic Day (FCD), a family-centered appointment scheduling and health education intervention on patient retention and adherence to monthly appointment scheduling.
Methods
We conducted a cluster randomized controlled trial, from October 2014 to March 2015. Forty-six facilities were stratified by implementing partner and facility type and randomly assigned to the control or intervention arm. Primary outcomes included the proportion of patients retained in care at 6 months and the proportion adherent to their appointment schedule at last study period scheduled visit. Data collection occurred retrospectively in May 2015. Six patient focus group discussions and 17 health workers interviews were conducted to understand perspectives on FCD successes and challenges.
Results
A total of 4,715 paediatric and adolescent patient records were collected, of which 2,679 (n = 1,319 from 23 control facilities and 1,360 from 23 intervention facilities) were eligible for inclusion. The FCD did not improve retention (aOR 1.11; 90% CI 0.63–1.97, p = 0.75), but was associated with improved adherence to last appointment schedule (aOR 1.64; 90% CI 1.27–2.11, pConclusion
FCD scale-up in Uganda may be an effective differentiated care model to ensure patient adherence to ART clinic appointment schedules, a key aspect necessary for viral load suppression. Patient health outcomes may also benefit following an increase in knowledge based on health education, and peer support. Broad challenges facing ART clinics, such as under-staffing and poor filing systems, should be addressed in order to improve patient care.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0192068(source: https://plos.figshare.com/articles/dataset/Impact_of_a_Family_Clinic_Day_intervention_on_paediatric_and_adolescent_appointment_adherence_and_retention_in_antiretroviral_therapy_A_cluster_randomized_controlled_trial_in_Uganda/5967886)。

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