统计原始数据

数据集获取（Figshare）

• 源站标题：“Statitical Raw Data”.
• DOI：10.1371/journal.pone.0321551.s002
• 发布日期：2025-05-23
• 文件数：1 个
• 文件总体积：300.67 KB
• 源站页面：https://plos.figshare.com/articles/dataset/_Statitical_Raw_Data_/29139566

命令行下载

curl -L -o "pone.0321551.s002.zip" "https://ndownloader.figshare.com/files/54785336"

文件清单

• pone.0321551.s002.zip（300.67 KB）

文件总体积 300.67 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
Cancer patients who receive immunosuppressive therapy are vulnerable to infections due to their compromised immune systems. Therefore, research in promoting the prudent use of antibiotics in this population is essential to optimise patient outcomes and reduce resistance development. The purpose of this study is to develop and validate the Knowledge and Practice of Antimicrobial Stewardship in the Oncology Care Questionnaire (KP-AMS-OC-Q).
Method
This research is performed in 2 phases. Phase I includes the questionnaire development, item generation, content validity and pilot testing. Phase II encompasses the dissemination of questionnaires to hospital pharmacists and the psychometric evaluation of the validation and reliability of KP-AMS-OC-Q. Specifically, IRT is used to evaluate the knowledge domains, EFA for the practice domains, and Cronbach alpha to measure reliability.
Result
The finalised version of the questionnaire consisted of 112 items, including 7 social demographics, 49 knowledge, and 56 practice items. IRT conducted has revealed an acceptable difficulty parameter (-3 to +3) in the knowledge domain. Furthermore, EFA has shown a strong internal association between the items and factors, with each item reaching the minimum acceptable factor loading value (>0.3). Besides this, the internal consistency of this questionnaire is favourable, indicated by the Cronbach alpha coefficient of 0.899.
Conclusion
The results of this study have validated that KP-AMS-OC-Q possesses exceptional psychometric qualities, making it appropriate to measure pharmacists’ knowledge and practice towards antimicrobial stewardship (AMS) in oncology care.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0321551.s002（source: https://plos.figshare.com/articles/dataset/_Statitical_Raw_Data_/29139566）。