Towards adaptive technology in routine mental health care.

Autor:	Lamo Y; Department of Computer Science, Electrical Engineering, and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway., Mukhiya SK; Department of Computer Science, Electrical Engineering, and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway., Rabbi F; Department of Computer Science, Electrical Engineering, and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway.; Department of Information Science and Media Studies, Faculty of Social Science, University of Bergen, Bergen, Noway., Aminifar A; Department of Computer Science, Electrical Engineering, and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway., Lillehaug SI; Department of Computer Science, Electrical Engineering, and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway., Tørresen J; Department of Informatics, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway., H Pham M; Department of Informatics, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway., Côtè-Allard U; Department of Informatics, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway., Noori FM; Department of Informatics, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway., Guribye F; Department of Information Science and Media Studies, Faculty of Social Science, University of Bergen, Bergen, Noway., Inal Y; Department of Information Science and Media Studies, Faculty of Social Science, University of Bergen, Bergen, Noway., Flobakk E; Department of Information Science and Media Studies, Faculty of Social Science, University of Bergen, Bergen, Noway., Wake JD; NORCE Norwegian Research Centre AS, Bergen, Norway., Myklebost S; Department of Biological and Medical Psychology, Faculty of Psychology, University of Bergen, Bergen, Norway., Lundervold AJ; Department of Biological and Medical Psychology, Faculty of Psychology, University of Bergen, Bergen, Norway., Hammar A; Department of Biological and Medical Psychology, Faculty of Psychology, University of Bergen, Bergen, Norway.; Division of Psychiatry, Haukeland University Hospital, Bergen, Norway., Nordby E; Division of Psychiatry, Haukeland University Hospital, Bergen, Norway., Kahlon S; Division of Psychiatry, Haukeland University Hospital, Bergen, Norway., Kenter R; Department of Clinical Psychology, Faculty of Psychology, University of Bergen, Bergen, Norway., Sekse RJ; Department of Clinical Psychology, Faculty of Psychology, University of Bergen, Bergen, Norway., Griffin KF; Division of Psychiatry, Haukeland University Hospital, Bergen, Norway., Jakobsen P; Norment, Division of Psychiatry, Haukeland University Hospital, Bergen, Norway.; Department of Clinical Medicine, University of Bergen, Bergen, Norway., Ødegaard KJ; Norment, Division of Psychiatry, Haukeland University Hospital, Bergen, Norway.; Department of Clinical Medicine, University of Bergen, Bergen, Norway., Skar YS; Helse Vest IKT AS, Bergen, Norway., Nordgreen T; Faculty of Medicine and Dentistry, University of Bergen, Bergen, Norway.; Division of Psychiatry, Haukeland University Hospital, Bergen, Norway.
Jazyk:	angličtina
Zdroj:	Digital health [Digit Health] 2022 Nov 10; Vol. 8, pp. 20552076221128678. Date of Electronic Publication: 2022 Nov 10 (Print Publication: 2022).
DOI:	10.1177/20552076221128678
Abstrakt:	This paper summarizes the information technology-related research findings after 5 years with the INTROducing Mental health through Adaptive Technology project. The aim was to improve mental healthcare by introducing new technologies for adaptive interventions in mental healthcare through interdisciplinary research and development. We focus on the challenges related to internet-delivered psychological treatments, emphasising artificial intelligence, human-computer interaction, and software engineering. We present the main research findings, the developed artefacts, and lessons learned from the project before outlining directions for future research. The main findings from this project are encapsulated in a reference architecture that is used for establishing an infrastructure for adaptive internet-delivered psychological treatment systems in clinical contexts. The infrastructure is developed by introducing an interdisciplinary design and development process inspired by domain-driven design, user-centred design, and the person based approach for intervention design. The process aligns the software development with the intervention design and illustrates their mutual dependencies. Finally, we present software artefacts produced within the project and discuss how they are related to the proposed reference architecture. Our results indicate that the proposed development process, the reference architecture and the produced software can be practical means of designing adaptive mental health care treatments in correspondence with the patients' needs and preferences. In summary, we have created the initial version of an information technology infrastructure to support the development and deployment of Internet-delivered mental health interventions with inherent support for data sharing, data analysis, reusability of treatment content, and adaptation of intervention based on user needs and preferences. Competing Interests: The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article. (© The Author(s) 2022.)
Databáze:	MEDLINE
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