可用性调查参与者的人口统计学数据

结核病高风险人群对QIAreach IGRA测试与TST测试的可用性和接受度调查数据,包含人口统计学和偏好信息。

Figshare
2025-08-25 更新
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表格requiring one visitpoor uptake programmaticallynine staff completedmixed among stafftests &# 8217provider preferences mustjuly 2021 ).qiareach )comparedproviders &# 8217patients &# 8217higher among pwudconducted formative research
Demographics of usability survey participants.

基本信息

模态
表格
大小
0.000005632 GB
许可
CC BY 4.0
创建/更新时间
2025-08-25
版本
v1

资源简介

可用性调查参与者的人口统计学数据

【数据集背景】

本数据集源站标题为《Demographics of usability survey participants.》。源站首次发布:2025-08-25。

【数据内容】

源站原始描述:Tuberculin skin test (TST) remains the standard-of-care test for TB infection in many high TB-burden settings. Despite existing diagnostics overcoming challenges associated with TST implementation, there has been poor uptake programmatically. We conducted formative research into patients’ and providers’ perceptions of acceptability and usability of a novel IGRA test, called QIAreach QuantiFERON TB (or, QIAreach), compared to TST in a programmatic setting in Mexicali. Programmatic outreach to scr…

【数据结构与技术规格】

文件数 1 个,合计 5.63 KB。Table 2.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pgph.0005042.t002。

【主题与分类】

源站学科分类:Medicine、Sociology、Biological Sciences not elsewhere classified、Science Policy、Infectious Diseases。主题标签:requiring one visit、poor uptake programmatically、nine staff completed、mixed among staff、tests &# 8217、provider preferences must、july 2021 ).、qiareach ), compared、providers &# 8217、patients &# 8217。

【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/Demographics_of_usability_survey_participants_/29981509

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

规范引用:Brumwell, Amanda; Herrera, Rosa; Contreras, Kevin; Lee, Mildred; Becerra, Eduardo; Estrada-Guzmán, Julia; et al. (2025). Demographics of usability survey participants.. PLOS Global Public Health. Dataset

官方服务

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陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 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。

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)

命令行下载

curl -L -o "Table 2.xls" "https://ndownloader.figshare.com/files/57409048"

文件清单

  • Table 2.xls(5.63 KB)

文件总体积 5.63 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

Tuberculin skin test (TST) remains the standard-of-care test for TB infection in many high TB-burden settings. Despite existing diagnostics overcoming challenges associated with TST implementation, there has been poor uptake programmatically. We conducted formative research into patients’ and providers’ perceptions of acceptability and usability of a novel IGRA test, called QIAreach QuantiFERON TB (or, QIAreach), compared to TST in a programmatic setting in Mexicali. Programmatic outreach to screen for TB disease and infection was conducted in Mexicali (December 2020-July 2021). A 5-point Likert scale survey was administered to two groups at high risk of TB infection—people who use drugs (PWUD) and household contacts (HHC) of TB patients—and who received testing via TST and QIAreach. This survey evaluated patients’ comparative preferences for the two tests. Additionally, a modified system usability scale was administered to TB program staff involved in the administration and processing of TST and IGRA tests pre- and post-QIAreach implementation to measure the tests’ perceived usability. Of 201 patients, 103 (51.2%) were PWUD and 98 (48.8%) were HHCs. The acceptability survey found that the blood draw for QIAreach was preferred to, and more trustworthy than, the injection for TST. Also, only requiring one visit with providers for QIAreach was preferred among HHCs, but comparatively less preferable for PWUD. In-person delivery of test results was preferable and more trustworthy. The majority preferred QIAreach over TST; though this was higher among PWUD. Nine staff completed the usability survey. Perceived usability before implementing the IGRA remained nearly constant from the pre-implementation timepoint (SUS Score: 52.5, IQR: 45–65) to the post-implementation timepoint (50, IQR: 45-52.5, p = 0.31). IGRA was more acceptable to patients, and perceived usability was mixed among staff. Patient and provider preferences must be considered when integrating novel IGRA tests into settings where TST is routinely used.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pgph.0005042.t002(source: https://plos.figshare.com/articles/dataset/Demographics_of_usability_survey_participants_/29981509)。

数据缺失?

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