主题发现摘要
关于澳大利亚基层医疗COPD数字转诊系统采用障碍与促进因素的定性研究主题发现摘要。
基本信息
资源简介
主题发现摘要
【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 13.82 KB，主题涵盖 transparent triage processes、ten general practitioners、reflexive thematic approach、referrals often moved、recurrent technical issues，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《Thematic Findings Summary.》。源站首次发布：2026-04-10。
【数据内容】
源站原始描述：Background Digital referral platforms can strengthen communication between primary and specialist care and improve continuity for people with COPD. However, adoption in Australian primary care remains uneven across jurisdictions. Objective To explore general practitioners’ (GPs) and practice managers’ (PMs) perspectives on barriers and enablers to adopting digital referral systems for COPD management in Australia. Materials and methods A qualitative study was conducted with 16 participants (ten…
【数据结构与技术规格】
文件数 1 个，合计 13.82 KB。Table 2.xls：application/vnd.ms-excel，13.82 KB。数据集 DOI：10.1371/journal.pone.0344663.t002。
【主题与分类】
源站学科分类：Cell Biology、Biotechnology、Cancer、Science Policy、Infectious Diseases。主题标签：transparent triage processes、ten general practitioners、reflexive thematic approach、referrals often moved、recurrent technical issues、may accelerate uptake、inductive coding attended、disrupted digital workflows、digital referral platforms、digital referral landscape。
【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/_p_Thematic_Findings_Summary_p_/31983957
使用许可：CC BY 4.0（https://creativecommons.org/licenses/by/4.0/）。
规范引用：Jayasinghe, Thenuja; Issac, Hancy; Deravin, Linda; Terry, Daniel (2026). Thematic Findings Summary.. 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：<p>Thematic Findings Summary.</p>
- DOI：10.1371/journal.pone.0344663.t002
- 发布日期：2026-04-10
- 文件数：1 个
- 文件总体积：13.82 KB
- 源站页面：https://plos.figshare.com/articles/dataset/_p_Thematic_Findings_Summary_p_/31983957
命令行下载
curl -L -o "Table 2.xls" "https://ndownloader.figshare.com/files/63625947"
文件清单
Table 2.xls（13.82 KB）
文件总体积 13.82 KB（源站 API 实测）。
数据说明
Background
Digital referral platforms can strengthen communication between primary and specialist care and improve continuity for people with COPD. However, adoption in Australian primary care remains uneven across jurisdictions.
Objective
To explore general practitioners’ (GPs) and practice managers’ (PMs) perspectives on barriers and enablers to adopting digital referral systems for COPD management in Australia.
Materials and methods
A qualitative study was conducted with 16 participants (ten general practitioners and six practice managers) from urban, regional, and rural settings across five Australian states and territories. Semi-structured interviews (30–45 minutes) were conducted via Microsoft Teams and analysed using Braun and Clarke’s reflexive thematic approach. Inductive coding attended to role and location, and two researchers independently reviewed coding and interpretations to enhance confirmability. The COPD used as an exemplar to examine the barriers, enablers and system gaps associated with digital referral systems.
Results
Four themes described current practice and needs. First, disrupted digital workflows: recurrent technical issues, limited interoperability with existing systems, and gaps in training reduced routine use. Second, fragmented communication: referrals often moved in one direction, with poor visibility of status and minimal feedback to primary care. Third, pragmatic enablers: auto-filled templates, transparent triage processes, and waiting time tracking reduced workload and uncertainty. Fourth, aspirations for integration: participants prioritised cross-sector interoperability, inclusive co-design, and real-time two-way messaging to support continuity, accountability, and timely care.
Conclusion
Study participants described Australia’s digital referral landscape as fragmented, inconsistently adopted, and hindered by weak feedback loops. Usability features that automate data entry and surface referral status show immediate value and may accelerate uptake. Realising system-level benefits will require nationally coordinated policy, minimum interoperability standards, and targeted investment in regional, rural, and under-resourced sett
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0344663.t002（source: https://plos.figshare.com/articles/dataset/_p_Thematic_Findings_Summary_p_/31983957）。
数据缺失？
依托陕西、四川两大基地，我们与超过十家三甲医院建立直接合作关系，覆盖合规授权、采集治理、专业标注、数据交付的全流程，为AI医疗团队提供即拿即用的高质量临床数据。
⚡️ 需要数据支持或标注服务？立即联系我们获取专业方案。
