印度儿童牙医非创伤性修复决策数据集

数据集获取（Figshare）

• 源站标题：<b>Understanding decision making for use of Atraumatic Restorative Approach based on non-clinical factors by Indian Pedodontists - A conjoint analysis</b>
• DOI：10.6084/m9.figshare.27188796.v5
• 发布日期：2024-11-07
• 文件数：1 个
• 文件总体积：49.67 KB
• 源站页面：https://figshare.com/articles/dataset/Responses_data_file_-_conjoint_study_csv/27188796

命令行下载

curl -L -o "Conjoint study - data file.csv" "https://ndownloader.figshare.com/files/50295042"

文件清单

• Conjoint study - data file.csv（49.67 KB）

文件总体积 49.67 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

Dentist’s clinical decision-making regarding restorative interventions for the treatment of caries exhibits significant variability. Conjoint analysis an Indirect (decompositional) statistical method, deconstructs the task into a series of choices or ratings. Collectively, these choices or ratings, enable the computation of the relative importance of each studied attribute. Studies examining dentists use of specific techniques and the various factors influencing their clinical decision are relatively rare. This study evaluated Pedodontists perception of non-clinical factors, such as child’s age, level of cooperation, and vulnerability status, and their influence on decisions to perform Atraumatic Restorative Treatment (ART) approach using hypothetical patient scenarios and a conjoint design. The advantage of the conjoint design is its ability to more accurately measure psychological, real or any hidden factors in professional behaviour (decision making). The web-based survey questionnaire with the help of Google forms was administered to all the pedodontists registered as life members. Ethical approval was obtained from the Institutional Review Board (BDC/383/2017-18). Informed consent was obtained from the participant through the consent form enclosed in questionnaire.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.27188796.v5（source: https://figshare.com/articles/dataset/Responses_data_file_-_conjoint_study_csv/27188796）。