儿科隐形眼镜验配的障碍与动机数据集

数据集获取（Figshare）

• 源站标题：<b>Barriers and motivators to pediatrics contact lens fitting</b>
• DOI：10.6084/m9.figshare.30479246.v2
• 发布日期：2025-10-29
• 文件数：1 个
• 文件总体积：41.43 KB
• 源站页面：https://figshare.com/articles/dataset/_b_Barriers_and_motivators_to_pediatrics_contact_lens_fitting_b_/30479246

命令行下载

curl -L -o "Data_ECP_Factors_Children_and_CL_Study.xlsx" "https://ndownloader.figshare.com/files/59158319"

文件清单

• Data_ECP_Factors_Children_and_CL_Study.xlsx（41.43 KB）

文件总体积 41.43 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

Source
The dataset comprises responses from 148 licensed eye-care practitioners across 38 optometry and ophthalmology clinics in Kenya. It originates from a structured, validated questionnaire capturing practitioner demographics, clinical experience, practice setting, prescribing behavior, and perceptions regarding pediatric contact-lens use for myopia management. Quantitative variables include years in practice, qualification level, clinic type and minimum patient age for contact-lens fitting; categorical Likert-scale responses record attitudes, barriers and enablers to pediatric lens prescribing. Additional supporting data from clinical records provide refractive status and optical product-dispensing information.
Data cleaning and coding occurred in Excel; descriptive and inferential analyses were conducted in SPSS v25 and regularized regression with bootstrapping in R v4.4.2. These data provide a comprehensive view of practitioner-, institution- and system-level determinants of pediatric contact-lens uptake in Kenya’s eye-care ecosystem.
Ethics and Consent
The study protocol was approved by the Institutional Ethics Review Committee of Masinde Muliro University of Science and Technology (approval MMUST/IERC/029/2021) and the Kenyan National Commission for Science, Technology and Innovation (permit NACOSTI/P/21/14780). Written informed consent (and/or assent) was obtained from all participants prior to participation.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.30479246.v2（source: https://figshare.com/articles/dataset/_b_Barriers_and_motivators_to_pediatrics_contact_lens_fitting_b_/30479246）。