Digital transformation of mental health services

Raymond R. Bond, Maurice D. Mulvenna, Courtney Potts, Siobhan O’Neill, Edel Ennis, John Torous
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Abstract

This paper makes a case for digital mental health and provides insights into how digital technologies can enhance (but not replace) existing mental health services. We describe digital mental health by presenting a suite of digital technologies (from digital interventions to the application of artificial intelligence). We discuss the benefits of digital mental health, for example, a digital intervention can be an accessible stepping-stone to receiving support. The paper does, however, present less-discussed benefits with new concepts such as ‘poly-digital’, where many different apps/features (e.g. a sleep app, mood logging app and a mindfulness app, etc.) can each address different factors of wellbeing, perhaps resulting in an aggregation of marginal gains. Another benefit is that digital mental health offers the ability to collect high-resolution real-world client data and provide client monitoring outside of therapy sessions. These data can be collected using digital phenotyping and ecological momentary assessment techniques (i.e. repeated mood or scale measures via an app). This allows digital mental health tools and real-world data to inform therapists and enrich face-to-face sessions. This can be referred to as blended care/adjunctive therapy where service users can engage in ‘channel switching’ between digital and non-digital (face-to-face) interventions providing a more integrated service. This digital integration can be referred to as a kind of ‘digital glue’ that helps join up the in-person sessions with the real world. The paper presents the challenges, for example, the majority of mental health apps are maybe of inadequate quality and there is a lack of user retention. There are also ethical challenges, for example, with the perceived ‘over-promotion’ of screen-time and the perceived reduction in care when replacing humans with ‘computers’, and the trap of ‘technological solutionism’ whereby technology can be naively presumed to solve all problems. Finally, we argue for the need to take an evidence-based, systems thinking and co-production approach in the form of stakeholder-centred design when developing digital mental health services based on technologies. The main contribution of this paper is the integration of ideas from many different disciplines as well as the framework for blended care using ‘channel switching’ to showcase how digital data and technology can enrich physical services. Another contribution is the emergence of ‘poly-digital’ and a discussion on the challenges of digital mental health, specifically ‘digital ethics’.

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精神卫生服务的数字化转型
本文提出了数字心理健康的理由,并就数字技术如何加强(而非取代)现有心理健康服务提供了见解。我们通过介绍一系列数字技术(从数字干预到人工智能应用)来描述数字心理健康。我们讨论了数字心理健康的益处,例如,数字干预可以成为接受支持的一个无障碍阶梯。不过,本文也提出了 "多数字 "等新概念,即许多不同的应用程序/功能(如睡眠应用程序、情绪记录应用程序和正念应用程序等)可以分别解决不同的幸福因素,从而可能产生边际收益。另一个好处是,数字心理健康能够收集高分辨率的真实客户数据,并在治疗过程之外对客户进行监测。这些数据可以使用数字表型和生态瞬时评估技术(即通过应用程序重复进行情绪或量表测量)来收集。这样,数字心理健康工具和真实世界的数据就能为治疗师提供信息,丰富面对面的治疗。这可以被称为混合护理/辅助治疗,服务用户可以在数字和非数字(面对面)干预措施之间进行 "渠道切换",从而提供更加综合的服务。这种数字整合可以被称为一种 "数字胶水",有助于将面对面的治疗与现实世界结合起来。本文介绍了面临的挑战,例如,大多数心理健康应用程序可能质量不高,用户留存率低。此外,还有道德方面的挑战,例如,人们认为 "过度宣传 "屏幕时间,用 "计算机 "代替人类时,人们认为会减少护理,以及 "技术解决方案 "的陷阱,即天真地认为技术可以解决所有问题。最后,我们认为在开发基于技术的数字心理健康服务时,有必要采取以证据为基础、系统思考和共同生产的方法,即以利益相关者为中心的设计。本文的主要贡献在于整合了许多不同学科的观点,并采用 "渠道转换 "的混合护理框架来展示数字数据和技术如何丰富实体服务。另一个贡献是 "多数字 "的出现以及对数字心理健康挑战的讨论,特别是 "数字伦理"。
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