“我尽力了,但她们还是失败了”:马拉维为孕妇和哺乳期妇女提供Option B+的健康系统障碍

基于马拉维卫生工作者访谈的文本数据,研究为HIV阳性孕妇和哺乳期妇女提供抗逆转录病毒治疗时面临的健康系统障碍。

Figshare
2019-09-12 更新
浏览 15
文本facilityOption BSSIMalawiprivacyhealth system barriersHCWhealth care workersECinfrastructure14 health facilities
“I do all I can but I still fail them”: Health system barriers to providing Option B+ to pregnant and lactating women in Malawi

基本信息

模态
文本
大小
0.000050605 GB
许可
CC BY 4.0
创建/更新时间
2019-09-12
版本
v1

资源简介

“我尽力了,但她们还是失败了”:马拉维为孕妇和哺乳期妇女提供Option B+的健康系统障碍

【数据集背景】

本数据集源站标题为《“I do all I can but I still fail them”: Health system barriers to providing Option B+ to pregnant and lactating women in Malawi》。配套论文《“I do all I can but I still fail them”: Health system barriers to providing Option B+ to pregnant and lactating women in Malawi》发表于 PLOS ONE(2019),DOI:10.1371/journal.pone.0222138。源站首次发布:2019-09-12。

【数据内容】

源站原始描述:Malawi’s Option B+ program is based on a ‘test and treat’ strategy that places all HIV-positive pregnant and lactating women on lifelong antiretroviral therapy. The steep increase in patient load placed severe pressure on a health system that has struggled for decades with inadequate supply of health care workers (HCWs) and poor infrastructure. We set out to explore health system barriers to Option B+ by asking HCWs in Malawi about their experiences treating pregnant and lactating women. We obse…

【数据结构与技术规格】

文件数 3 个,合计 50.60 KB。pone.0222138.s001.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,19.10 KB。pone.0222138.s002.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,15.98 KB。pone.0222138.s003.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,15.53 KB。数据集 DOI:10.1371/journal.pone.0222138。

【主题与分类】

源站学科分类:Medicine、Cell Biology、Biotechnology、Cancer、Infectious Diseases。主题标签:facility、Option B、SSI、Malawi、privacy、health system barriers、HCW、health care workers、EC、infrastructure。

【适用方向】

文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。

【获取与许可】

源站页面:https://plos.figshare.com/articles/dataset/_I_do_all_I_can_but_I_still_fail_them_Health_system_barriers_to_providing_Option_B_to_pregnant_and_lactating_women_in_Malawi/9818183

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

规范引用:Phiri, Nozgechi; Tal, Kali; Somerville, Claire; Msukwa, Malango T.; Keiser, Olivia (2019). “I do all I can but I still fail them”: Health system barriers to providing Option B+ to pregnant and lactating women in Malawi. PLOS ONE. Dataset

【使用注意】

· 源站最后修改于 2023-06-03,引用时请注意版本时效。

官方服务

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⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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 "pone.0222138.s001.docx" "https://ndownloader.figshare.com/files/17612075"
curl -L -o "pone.0222138.s002.docx" "https://ndownloader.figshare.com/files/17612078"
curl -L -o "pone.0222138.s003.docx" "https://ndownloader.figshare.com/files/17612084"

文件清单

  • pone.0222138.s001.docx(19.10 KB)
  • pone.0222138.s002.docx(15.98 KB)
  • pone.0222138.s003.docx(15.53 KB)

文件总体积 50.60 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

Malawi’s Option B+ program is based on a ‘test and treat’ strategy that places all HIV-positive pregnant and lactating women on lifelong antiretroviral therapy. The steep increase in patient load placed severe pressure on a health system that has struggled for decades with inadequate supply of health care workers (HCWs) and poor infrastructure. We set out to explore health system barriers to Option B+ by asking HCWs in Malawi about their experiences treating pregnant and lactating women. We observed and conducted semi-structured interviews (SSIs) with 34 HCWs including nine expert clients (ECs) at 14 health facilities across Malawi, then coded and analyzed the data. We found that HCWs implementing Option B+ are so overburdened in Malawi that it reduces their ability to provide quality care to patients, who receive less counseling than they should, wait longer than is reasonable, and have very little privacy. Interventions that increase the number of HCWs and upgrade infrastructure to protect the privacy of HIV-infected pregnant and lactating women and their husbands could increase retention, but facilities will need to be improved to support men who accompany their partners on clinic visits.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0222138(source: https://plos.figshare.com/articles/dataset/_I_do_all_I_can_but_I_still_fail_them_Health_system_barriers_to_providing_Option_B_to_pregnant_and_lactating_women_in_Malawi/9818183)。

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⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

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