驱动因素与情境定义
关于牙医对牙科恐惧阶梯式认知行为疗法采纳意愿的定性访谈数据,包含转录和编码。

基本信息
资源简介
驱动因素与情境定义
【数据集背景】
本数据集源站标题为《Definitions of drivers and within context.》。源站首次发布:2025-05-09。
【数据内容】
源站原始描述:Over fifteen percent of the global population experiences dental fear, and although evidence-based treatments exist, adoption of these treatments is almost non-existent. Informed by our prior research examining barriers to adopting face-to-face behavioral treatments in dental operatories, this study examined dentists’ responses to three stepped-care Cognitive Behavioral Therapy for Dental Fear (CBT-DF) formats that use technology. All approaches offer an automated component as the first step (a…
【数据结构与技术规格】
文件数 1 个,合计 9.73 KB。Table 3.xls:application/vnd.ms-excel,9.73 KB。数据集 DOI:10.1371/journal.pone.0322884.t003。
【主题与分类】
源站学科分类:Neuroscience、Sociology、Biological Sciences not elsewhere classified、Science Policy、Mental Health。主题标签:video telehealth session、telehealth option received、rogers &# 8217、eight focus groups、avoiding opportunity cost、qualitative data obtained、private practice dentists、participants responded positively、based treatments exist、decrease patient fear。
【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/Definitions_of_drivers_and_within_context_/28991967
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Ochshorn, Jennie; Daly, Kelly A.; Zaninovic, ViniNatalie; Heyman, Richard E.; Slep, Amy M. Smith; Wolff, Mark S. (2025). Definitions of drivers and within context.. 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:Definitions of drivers and within context.
- DOI:10.1371/journal.pone.0322884.t003
- 发布日期:2025-05-09
- 文件数:1 个
- 文件总体积:9.73 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Definitions_of_drivers_and_within_context_/28991967
命令行下载
curl -L -o "Table 3.xls" "https://ndownloader.figshare.com/files/54373083"
文件清单
Table 3.xls(9.73 KB)
文件总体积 9.73 KB(源站 API 实测)。
数据加载示例(表格/文本类)
import pandas as pd, glob, os
files = (glob.glob(os.path.join(path, "**", "*.csv"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.tsv"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.xlsx"), recursive=True))
print("数据文件:", files)
df = pd.read_csv(files[0])
print(df.shape); print(df.columns.tolist()); print(df.head(3))
数据说明
Over fifteen percent of the global population experiences dental fear, and although evidence-based treatments exist, adoption of these treatments is almost non-existent. Informed by our prior research examining barriers to adopting face-to-face behavioral treatments in dental operatories, this study examined dentists’ responses to three stepped-care Cognitive Behavioral Therapy for Dental Fear (CBT-DF) formats that use technology. All approaches offer an automated component as the first step (a mobile app) and either an in-person, virtual reality (VR), or video telehealth session as the second step. This study aims to understand which of these approaches would most likely be adopted by private practice dentists and why. Eight focus groups/solo interviews with a total of 13 private practice dentists were conducted with the aim to assess barriers and facilitators to implementing three stepped-care approaches of CBT-DF. The qualitative data obtained from these interviews was coded and analyzed according to Rogers’ framework of innovation (relative advantage, compatibility, complexity, trialability, and observability). The results indicated that participants acknowledged the value of interventions to address dental fear, as they had personal experiences with fearful patients that impacted their practices. Participants responded positively to the automated component of treatment (the app) and were more wary of treatment options requiring office space and staff time (in-person VR and in-person mental health provider). The telehealth option received the most favorable response, although some doubts were expressed regarding relative efficacy and patient accountability. Thus, dissemination of an app-telehealth treatment model that allows dentists to serve as referral partners is promising, given dentists’ incentives to decrease patient fear while avoiding opportunity cost (e.g., occupied chairs and staff time).
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0322884.t003(source: https://plos.figshare.com/articles/dataset/Definitions_of_drivers_and_within_context_/28991967)。
数据缺失?
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