Raudne Riina, Tillmann Taavi
Institute of Family Medicine and Public Health, University of Tartu, Ravila 19, Tartu, 50411, Estonia, 372 53426963.
JMIR Form Res. 2025 Jul 16;9:e59620. doi: 10.2196/59620.
Patients often communicate with primary care centers remotely (eg, by telephone or email) before seeking in-person care. A comparatively novel addition might be patient-facing symptom entry websites, where subsequent questions are automatically guided by previous responses. However, the acceptability of such systems to health care staff remains unclear, particularly in terms of what features staff perceive as useful.
This study aimed to investigate a patient-facing algorithm-guided symptom-entry software (developed by Certific OÜ, Estonia), which also supports subsequent asynchronous communication, for its acceptability and perceived utility to primary health care providers.
In-depth and open-ended interviews were conducted in 8 primary care centers in Estonia, including 8 nurses and 6 doctors, 3-6 months after the implementation of a novel patient-facing website. Transcripts were coded inductively, using grounded theory and phenomenological approaches to uncover themes most salient to providers. Two family doctors provided feedback on the final analysis.
Staff perceived unstructured communication (via email and phone calls) as a burden that increased their cognitive load. Sometimes, this arises out of the perceived mismatch between needing to identify and document critical symptom information and being unable to standardize the supply of such information, due to a heterogeneous and unpredictable communication processes whose duration, quality, and risk of miscommunication are hard to predict and control. All interviewees expressed the desire that more patients initiate their remote query via the algorithm-guided symptom-entry software. The software was reported to satisfy perceived feature needs for patient verification, privacy and data security, editable plain-language symptom summaries of symptoms, and integration with prewritten response templates (particularly for staff who were nonnative speakers). Safety of the new software was perceived as high, on account of integration alongside traditional telephone requests. Staff reported the challenge that great effort was needed to persuade patients to use the website. Among perceived challenges, some providers reported difficulty in onboarding patients, digital literacy gaps, and limited time savings. While previous research has criticized poorly designed multiple-choice systems, our findings suggest that an appropriately designed and personalized multiple-choice system can be preferable to health care staff, as they may lower cognitive demands and enhance well-being.
Interviewed primary health care staff felt that this symptom entry software was acceptable and desirable. They valued a perceived reduction in cognitive demands. This holds promise for increasing staff well-being and increasing efficiency, which needs to be quantified in future studies.
患者在寻求面对面医疗服务之前,通常会通过远程方式(如电话或电子邮件)与初级保健中心进行沟通。相对新颖的方式可能是面向患者的症状录入网站,后续问题会根据先前的回答自动引导。然而,此类系统对医护人员的可接受性仍不明确,尤其是在工作人员认为哪些功能有用方面。
本研究旨在调查一款面向患者的算法引导症状录入软件(由爱沙尼亚的Certific OÜ开发),该软件还支持后续的异步通信,评估其对初级卫生保健提供者的可接受性和感知效用。
在爱沙尼亚的8个初级保健中心进行了深入的开放式访谈,包括8名护士和6名医生,在一个面向患者的新网站实施3至6个月后进行。使用扎根理论和现象学方法对访谈记录进行归纳编码,以揭示对提供者最为突出的主题。两名家庭医生对最终分析提供了反馈。
工作人员认为非结构化沟通(通过电子邮件和电话)是一种负担,增加了他们的认知负荷。有时,这是由于在识别和记录关键症状信息与无法使此类信息的提供标准化之间存在感知上的不匹配导致的,因为沟通流程具有异质性且不可预测,其持续时间、质量和沟通错误风险难以预测和控制。所有受访者都表示希望更多患者通过算法引导的症状录入软件发起远程查询。据报告,该软件满足了患者验证、隐私和数据安全、症状的可编辑纯语言症状摘要以及与预写回复模板集成(特别是对于非母语工作人员)等感知功能需求。由于与传统电话请求集成,新软件的安全性被认为很高。工作人员报告称,说服患者使用该网站需要付出很大努力。在感知到的挑战中,一些提供者报告了患者入门困难、数字素养差距以及节省时间有限等问题。虽然先前的研究批评了设计不佳的多项选择系统,但我们的研究结果表明,设计得当且个性化的多项选择系统可能更受医护人员青睐,因为它们可能降低认知需求并增进幸福感。
接受访谈的初级卫生保健人员认为这种症状录入软件是可接受且可取的。他们重视认知需求的减少。这有望提高工作人员的幸福感并提高效率,这需要在未来的研究中进行量化。