印度尼西亚雅加达城市人群中抗逆转录病毒治疗依从性影响因素

基于2012年雅加达医院HIV门诊数据,分析抗逆转录病毒治疗依从性及其影响因素,揭示了社会支持与依从性正相关。

Figshare
2015-12-02 更新
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表格Muslim populationlogistics regression analysesantiretroviral treatmentInfluence AdherenceART adherenceAntiretroviral therapyNorth Jakarta hospitalinfluence ART adherence.MethodsDataSocial supportHIV registryUrban Population3 months
Factors that Influence Adherence to Antiretroviral Treatment in an Urban Population, Jakarta, Indonesia

基本信息

模态
表格
大小
0.000097831 GB
许可
CC BY 4.0
创建/更新时间
2015-12-02
版本
v1

资源简介

印度尼西亚雅加达城市人群中抗逆转录病毒治疗依从性影响因素

【数据集背景】

本数据集源站标题为《Factors that Influence Adherence to Antiretroviral Treatment in an Urban Population, Jakarta, Indonesia》。配套论文《Factors that Influence Adherence to Antiretroviral Treatment in an Urban Population, Jakarta, Indonesia》发表于 PLoS ONE(2014),DOI:10.1371/journal.pone.0107543。源站首次发布:2014-09-17。

【数据内容】

源站原始描述:Introduction Although the number of people receiving antiretroviral therapy (ART) in Indonesia has increased in recent years, little is known about the specific characteristics affecting adherence in this population. Indonesia is different from most of its neighbors given that it is a geographically and culturally diverse country, with a large Muslim population. We aimed to identify the current rate of adherence and explore factors that influence ART adherence. Methods Data were collected from A…

【数据结构与技术规格】

文件数 1 个,合计 97.83 KB。Study_Dataset_S1.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,97.83 KB。数据集 DOI:10.1371/journal.pone.0107543。

【主题与分类】

源站学科分类:Biological Sciences。主题标签:Muslim population、logistics regression analyses、antiretroviral treatment、Influence Adherence、ART adherence、Antiretroviral therapy、North Jakarta hospital、influence ART adherence.MethodsData、Social support、HIV registry。

【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/_Factors_that_Influence_Adherence_to_Antiretroviral_Treatment_in_an_Urban_Population_Jakarta_Indonesia_/1172579

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

规范引用:Rosamond Nony Weaver, Emma; Pane, Masdalina; Wandra, Toni; Windiyaningsih, Cicilia; Herlina; Samaan, Gina (2015). Factors that Influence Adherence to Antiretroviral Treatment in an Urban Population, Jakarta, Indonesia. PLOS ONE. Dataset

【使用注意】

· 源站最后修改于 2023-06-01,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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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 "Study_Dataset_S1.xlsx" "https://ndownloader.figshare.com/files/1679487"

文件清单

  • Study_Dataset_S1.xlsx(97.83 KB)

文件总体积 97.83 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

Introduction
Although the number of people receiving antiretroviral therapy (ART) in Indonesia has increased in recent years, little is known about the specific characteristics affecting adherence in this population. Indonesia is different from most of its neighbors given that it is a geographically and culturally diverse country, with a large Muslim population. We aimed to identify the current rate of adherence and explore factors that influence ART adherence.
Methods
Data were collected from ART-prescribed outpatients on an HIV registry at a North Jakarta hospital in 2012. Socio-demographic and behavioral characteristics were explored as factors associated with adherence using logistics regression analyses. Chi squared test was used to compare the difference between proportions. Reasons for missing medication were analyzed descriptively.
Results
Two hundred and sixty-one patients participated, of whom 77% reported ART adherence in the last 3 months. The level of social support experienced was independently associated with adherence where some social support (p = 0.018) and good social support (p = 0.039) improved adherence compared to poor social support. Frequently cited reasons for not taking ART medication included forgetting to take medication (67%), busy with something else (63%) and asleep at medication time (60%).
Discussion
This study identified that an increase in the level of social support experienced by ART-prescribed patients was positively associated with adherence. Social support may minimize the impact of stigma among ART prescribed patients. Based on these findings, if social support is not available, alternative support through community-based organizations is recommended to maximize treatment success.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0107543(source: https://plos.figshare.com/articles/dataset/_Factors_that_Influence_Adherence_to_Antiretroviral_Treatment_in_an_Urban_Population_Jakarta_Indonesia_/1172579)。

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