远程医疗干预对儿科HIV患者治疗依从性影响的成本效果研究数据集
印度马哈拉施特拉邦儿科HIV远程医疗干预的成本效果研究数据,包含治疗成本、失访率和就诊及时性等表格数据。

基本信息
资源简介
远程医疗干预对儿科HIV患者治疗依从性影响的成本效果研究数据集
【数据集背景】
本数据集源站标题为《Can telemedicine initiative be an effective intervention strategy for improving treatment compliance for pediatric HIV patients: Evidences on costs and improvement in treatment compliance from Maharashtra, India》。配套论文《Can telemedicine initiative be an effective intervention strategy for improving treatment compliance for pediatric HIV patients: Evidences on costs and improvement in treatment compliance from Maharashtra, India》发表于 PLOS ONE(2019),DOI:10.1371/journal.pone.0223303。源站首次发布:2019-10-08。
【数据内容】
源站原始描述:Background India has recently introduced telemedicine initiatives to enhance access to specialized care at a low cost for the pediatric HIV patients, who face multiple challenges due to growing disease burden and limited preparedness of the health system to address it. There are limited evidences on the cost-effectiveness of these interventions. This study was undertaken in Maharashtra, a province, located in the western region of the country, to inform policy regarding the effectiveness of this…
【数据结构与技术规格】
文件数 3 个,合计 283.71 KB。pone.0223303.s001.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,12.28 KB。pone.0223303.s002.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,37.63 KB。pone.0223303.s003.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,233.79 KB。数据集 DOI:10.1371/journal.pone.0223303。
【主题与分类】
源站学科分类:Medicine、Biotechnology、Cancer、Science Policy、Infectious Diseases。主题标签:treatment compliance、HIV patients、Pediatric HIV Centre、per-pediatric patient cost、telemedicine initiatives、India Background India、5 percentage point improvement、INR、ART services、non-linked centers。
【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/Can_telemedicine_initiative_be_an_effective_intervention_strategy_for_improving_treatment_compliance_for_pediatric_HIV_patients_Evidences_on_costs_and_improvement_in_treatment_compliance_from_Maharashtra_India/9955655
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Rout, Sarit Kumar; Gabhale, Yashwant R.; Dutta, Ambarish; Balakrishnan, Sudha; Lala, Mamatha M.; Setia, Maninder Singh; et al. (2019). Can telemedicine initiative be an effective intervention strategy for improving treatment compliance for pediatric HIV patients: Evidences on costs and improvement i…
【使用注意】
· 源站最后修改于 2023-06-03,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:Can telemedicine initiative be an effective intervention strategy for improving treatment compliance for pediatric HIV patients: Evidences on costs and improvement in treatment compliance from Maharashtra, India
- DOI:10.1371/journal.pone.0223303
- 发布日期:2019-10-08
- 文件数:3 个
- 文件总体积:283.71 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Can_telemedicine_initiative_be_an_effective_intervention_strategy_for_improving_treatment_compliance_for_pediatric_HIV_patients_Evidences_on_costs_and_improvement_in_treatment_compliance_from_Maharashtra_India/9955655
命令行下载
curl -L -o "pone.0223303.s001.docx" "https://ndownloader.figshare.com/files/17928827"
curl -L -o "pone.0223303.s002.docx" "https://ndownloader.figshare.com/files/17928830"
curl -L -o "pone.0223303.s003.xlsx" "https://ndownloader.figshare.com/files/17928833"
文件清单
pone.0223303.s001.docx(12.28 KB)pone.0223303.s002.docx(37.63 KB)pone.0223303.s003.xlsx(233.79 KB)
文件总体积 283.71 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
India has recently introduced telemedicine initiatives to enhance access to specialized care at a low cost for the pediatric HIV patients, who face multiple challenges due to growing disease burden and limited preparedness of the health system to address it. There are limited evidences on the cost-effectiveness of these interventions. This study was undertaken in Maharashtra, a province, located in the western region of the country, to inform policy regarding the effectiveness of this programme. The objective was to estimate the unit cost of ART services for pediatric HIV patients and examine the efficiency in the use of resource and treatment compliance resulting from telemedicine initiatives in pediatric HIV compared to usual ART services.
Methods
We selected 6 ART centers (3 from linked centers linked to Pediatric HIV Centre of Excellence (PCoE) and 3 from non-linked centers) randomly from three high, middle and low ART centers, categorized on the basis of case load in each arm. A bottom up costing methodology was adopted to understand the unit cost of services. Loss to follow up and timeliness of the visits were compared between the two arms and were linked to the cost.
Results
The average cost per-visit was INR 1803 in the linked centers and that for the non-linked centers was INR 3412. There has been 5 percentage point improvement in lost to follow-up in the linked centers compared to non-linked centers against a back-drop of a reduction in per-pediatric patient cost of INR 557. The linkage has resulted in increase in timeliness of the visits in linked centers compared to non-linked centers.
Discussion and conclusion
The telemedicine linkage led to an increase in the case load leading to a decrease in cost. The evidence on efficiency in the use of resource and improvement in treatment compliance as suggested by this study could be used to scale up this initiative.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0223303(source: https://plos.figshare.com/articles/dataset/Can_telemedicine_initiative_be_an_effective_intervention_strategy_for_improving_treatment_compliance_for_pediatric_HIV_patients_Evidences_on_costs_and_improvement_in_treatment_compliance_from_Maharashtra_India/9955655)。
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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