Emergent themes and subthemes
包含2型糖尿病患者对基于社会比较的风险沟通看法的定性访谈转录文本。

基本信息
资源简介
Emergent themes and subthemes
【一句话概览】
本数据集是 figshare 公开的文本数据集,收录 1 个文件、合计 5.63 KB,主题涵盖 socially comparable strategies、similar clinicodemographic profiles、last 6 months、concurrently represented among、study provided insights,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Emergent themes and subthemes.》。源站首次发布:2025-07-02。
【数据内容】
源站原始描述:Background The inertia to adopt protective health behaviours by patients with diabetes is contributed by underestimation of their risks of diabetes complications. Risk communication, using social comparison of glycaemic control and disease trajectory to other patients of similar clinicodemographic profiles, has potential to increase patients’ risk perceptions and motivate protective health behaviours. A digital tool named PERDICT.AI was designed to support primary care physicians (PCPs) in patie…
【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.pone.0327623.t002。
【主题与分类】
源站学科分类:Neuroscience、Biotechnology、Marine Biology、Cancer、Mental Health、Infectious Diseases。主题标签:socially comparable strategies、similar clinicodemographic profiles、last 6 months、concurrently represented among、study provided insights、social comparison tendencies、social comparison approach、pcp using perdict、zero risk tolerance、including zero risk。
【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/Emergent_themes_and_subthemes_/29462858
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Ong, Ruiheng; Ng, Chirk Jenn; Gunasekaran, Kalaipriya; Liu, Hang; Hsu, Wynne; Lee, Mong Li; et al. (2025). Emergent themes and subthemes.. PLOS ONE. Dataset
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)
- 源站标题:Emergent themes and subthemes.
- DOI:10.1371/journal.pone.0327623.t002
- 发布日期:2025-07-02
- 文件数:1 个
- 文件总体积:5.63 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Emergent_themes_and_subthemes_/29462858
命令行下载
curl -L -o "Table 2.xls" "https://ndownloader.figshare.com/files/55936889"
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
Background
The inertia to adopt protective health behaviours by patients with diabetes is contributed by underestimation of their risks of diabetes complications. Risk communication, using social comparison of glycaemic control and disease trajectory to other patients of similar clinicodemographic profiles, has potential to increase patients’ risk perceptions and motivate protective health behaviours. A digital tool named PERDICT.AI was designed to support primary care physicians (PCPs) in patient similarity-based risk communication to patients with type 2 diabetes mellitus (T2DM).
Aim
This study explored the perspectives of patients with uncontrolled T2DM on how their diabetes-related risks were communicated to them by a PCP using PERDICT.AI.
Methodology
A qualitative design was used. Eighteen participants aged 40–79 with T2DM with ≥1 HBA1c reading ≥8.0% within the last 6 months were recruited from a primary care clinic in Singapore. Each participant went through the risk communication session followed by an in-depth interview. The transcripts were coded and analysed to identify emerging themes.
Results
Five themes emerged representing participants’ risk perceptions post-session and social comparison tendencies. These are: 1) ‘I am myself’, 2) motivation to be like the majority, 3) avoiding similar negative outcomes, 4) low risk does not equate to zero risk, and 5) motivation to replicate how others achieve positive outcomes. Themes 1 and 4 were concurrently represented among some participants; zero risk tolerance for diabetes complications was expressed despite not being motivated by their HBA1c cohort ranking.
Conclusion
This study provided insights into the acceptability of using a social comparison approach in communicating risk to patients with uncontrolled T2DM. It highlights the importance of identifying and selecting patients who are receptive to social comparison, clarifying patients’ perceptions of risks, including zero risk, and providing tailored and socially comparable strategies to mitigate these risks.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0327623.t002(source: https://plos.figshare.com/articles/dataset/Emergent_themes_and_subthemes_/29462858)。
数据缺失?
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