Artificial intelligence-informed mobile mental health apps for young people: a mixed-methods approach on users’ and stakeholders’ perspectives
Novel approaches in mobile mental health (mHealth) apps that make use of Artificial Intelligence (AI), Ecological Momentary Assessments, and Ecological Momentary Interventions have the potential to support young people in the achievement of mental health and wellbeing goals. However, little is known...
Saved in:
| Main Authors: | , , , , , , , , , |
|---|---|
| Format: | Article (Journal) |
| Language: | English |
| Published: |
17 November 2022
|
| In: |
Child and adolescent psychiatry and mental health
Year: 2022, Volume: 16, Pages: 1-19 |
| ISSN: | 1753-2000 |
| DOI: | 10.1186/s13034-022-00522-6 |
| Online Access: | Verlag, kostenfrei, Volltext: https://doi.org/10.1186/s13034-022-00522-6 Verlag, kostenfrei, Volltext: http://capmh.biomedcentral.com/articles/10.1186/s13034-022-00522-6 
|
| Author Notes: | Christian Götzl, Selina Hiller, Christian Rauschenberg, Anita Schick, Janik Fechtelpeter, Unai Fischer Abaigar, Georgia Koppe, Daniel Durstewitz, Ulrich Reininghaus and Silvia Krumm |
MARC
| LEADER | 00000caa a2200000 c 4500 | ||
|---|---|---|---|
| 001 | 1852337621 | ||
| 003 | DE-627 | ||
| 005 | 20240307090441.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 230711s2022 xx |||||o 00| ||eng c | ||
| 024 | 7 | |a 10.1186/s13034-022-00522-6 |2 doi | |
| 035 | |a (DE-627)1852337621 | ||
| 035 | |a (DE-599)KXP1852337621 | ||
| 035 | |a (OCoLC)1425217288 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 084 | |a 33 |2 sdnb | ||
| 100 | 1 | |a Götzl, Christian |e VerfasserIn |0 (DE-588)1295715406 |0 (DE-627)1852340304 |4 aut | |
| 245 | 1 | 0 | |a Artificial intelligence-informed mobile mental health apps for young people |b a mixed-methods approach on users’ and stakeholders’ perspectives |c Christian Götzl, Selina Hiller, Christian Rauschenberg, Anita Schick, Janik Fechtelpeter, Unai Fischer Abaigar, Georgia Koppe, Daniel Durstewitz, Ulrich Reininghaus and Silvia Krumm |
| 264 | 1 | |c 17 November 2022 | |
| 300 | |a 19 | ||
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Gesehen am 11.07.2023 | ||
| 520 | |a Novel approaches in mobile mental health (mHealth) apps that make use of Artificial Intelligence (AI), Ecological Momentary Assessments, and Ecological Momentary Interventions have the potential to support young people in the achievement of mental health and wellbeing goals. However, little is known on the perspectives of young people and mental health experts on this rapidly advancing technology. This study aims to investigate the subjective needs, attitudes, and preferences of key stakeholders towards an AI-informed mHealth app, including young people and experts on mHealth promotion and prevention in youth. We used a convergent parallel mixed-method study design. Two semi-structured online focus groups (n = 8) and expert interviews (n = 5) to explore users and stakeholders perspectives were conducted. Furthermore a representative online survey was completed by young people (n = 666) to investigate attitudes, current use and preferences towards apps for mental health promotion and prevention. Survey results show that more than two-thirds of young people have experience with mHealth apps, and 60% make regular use of 1-2 apps. A minority (17%) reported to feel negative about the application of AI in general, and 19% were negative about the embedding of AI in mHealth apps. This is in line with qualitative findings, where young people displayed rather positive attitudes towards AI and its integration into mHealth apps. Participants reported pragmatic attitudes towards data sharing and safety practices, implying openness to share data if it adds value for users and if the data request is not too intimate, however demanded transparency of data usage and control over personalization. Experts perceived AI-informed mHealth apps as a complementary solution to on-site delivered interventions in future health promotion among young people. Experts emphasized opportunities in regard with low-threshold access through the use of smartphones, and the chance to reach young people in risk situations. The findings of this exploratory study highlight the importance of further participatory development of training components prior to implementation of a digital mHealth training in routine practice of mental health promotion and prevention. Our results may help to guide developments based on stakeholders’ first recommendations for an AI-informed mHealth app. | ||
| 700 | 1 | |a Hiller, Selina |e VerfasserIn |4 aut | |
| 700 | 1 | |a Rauschenberg, Christian |e VerfasserIn |4 aut | |
| 700 | 1 | |a Schick, Anita |d 1984- |e VerfasserIn |0 (DE-588)103862262X |0 (DE-627)766246566 |0 (DE-576)259635510 |4 aut | |
| 700 | 1 | |a Fechtelpeter, Janik |e VerfasserIn |4 aut | |
| 700 | 1 | |a Fischer Abaigar, Unai |e VerfasserIn |4 aut | |
| 700 | 1 | |a Koppe, Georgia |d 1984- |e VerfasserIn |0 (DE-588)1095801198 |0 (DE-627)856418498 |0 (DE-576)467814724 |4 aut | |
| 700 | 1 | |a Durstewitz, Daniel |d 1967- |e VerfasserIn |0 (DE-588)12042021X |0 (DE-627)080664008 |0 (DE-576)174757050 |4 aut | |
| 700 | 1 | |a Reininghaus, Ulrich |e VerfasserIn |0 (DE-588)1156758092 |0 (DE-627)1019695242 |0 (DE-576)502423706 |4 aut | |
| 700 | 1 | |a Krumm, Silvia |e VerfasserIn |4 aut | |
| 773 | 0 | 8 | |i Enthalten in |t Child and adolescent psychiatry and mental health |d London : Biomed Central, 2007 |g 16(2022), Artikel-ID 86, Seite 1-19 |h Online-Ressource |w (DE-627)538632550 |w (DE-600)2379599-2 |w (DE-576)274139855 |x 1753-2000 |7 nnas |a Artificial intelligence-informed mobile mental health apps for young people a mixed-methods approach on users’ and stakeholders’ perspectives |
| 773 | 1 | 8 | |g volume:16 |g year:2022 |g elocationid:86 |g pages:1-19 |g extent:19 |a Artificial intelligence-informed mobile mental health apps for young people a mixed-methods approach on users’ and stakeholders’ perspectives |
| 856 | 4 | 0 | |u https://doi.org/10.1186/s13034-022-00522-6 |x Verlag |x Resolving-System |z kostenfrei |3 Volltext |
| 856 | 4 | 0 | |u http://capmh.biomedcentral.com/articles/10.1186/s13034-022-00522-6 |x Verlag |z kostenfrei |3 Volltext |
| 951 | |a AR | ||
| 992 | |a 20230711 | ||
| 993 | |a Article | ||
| 994 | |a 2022 | ||
| 998 | |g 1156758092 |a Reininghaus, Ulrich |m 1156758092:Reininghaus, Ulrich |d 60000 |e 60000PR1156758092 |k 0/60000/ |p 9 | ||
| 998 | |g 12042021X |a Durstewitz, Daniel |m 12042021X:Durstewitz, Daniel |d 130000 |e 130000PD12042021X |k 0/130000/ |p 8 | ||
| 998 | |g 1095801198 |a Koppe, Georgia |m 1095801198:Koppe, Georgia |d 60000 |e 60000PK1095801198 |k 0/60000/ |p 7 | ||
| 998 | |g 103862262X |a Schick, Anita |m 103862262X:Schick, Anita |d 60000 |e 60000PS103862262X |k 0/60000/ |p 4 | ||
| 999 | |a KXP-PPN1852337621 |e 4352020087 | ||
| BIB | |a Y | ||
| SER | |a journal | ||
| JSO | |a {"person":[{"display":"Götzl, Christian","roleDisplay":"VerfasserIn","role":"aut","given":"Christian","family":"Götzl"},{"given":"Selina","family":"Hiller","display":"Hiller, Selina","roleDisplay":"VerfasserIn","role":"aut"},{"family":"Rauschenberg","given":"Christian","display":"Rauschenberg, Christian","roleDisplay":"VerfasserIn","role":"aut"},{"display":"Schick, Anita","roleDisplay":"VerfasserIn","role":"aut","given":"Anita","family":"Schick"},{"family":"Fechtelpeter","given":"Janik","display":"Fechtelpeter, Janik","role":"aut","roleDisplay":"VerfasserIn"},{"display":"Fischer Abaigar, Unai","role":"aut","roleDisplay":"VerfasserIn","given":"Unai","family":"Fischer Abaigar"},{"family":"Koppe","given":"Georgia","display":"Koppe, Georgia","roleDisplay":"VerfasserIn","role":"aut"},{"display":"Durstewitz, Daniel","roleDisplay":"VerfasserIn","role":"aut","given":"Daniel","family":"Durstewitz"},{"roleDisplay":"VerfasserIn","role":"aut","display":"Reininghaus, Ulrich","family":"Reininghaus","given":"Ulrich"},{"roleDisplay":"VerfasserIn","role":"aut","display":"Krumm, Silvia","given":"Silvia","family":"Krumm"}],"note":["Gesehen am 11.07.2023"],"recId":"1852337621","language":["eng"],"physDesc":[{"extent":"19 S."}],"relHost":[{"id":{"zdb":["2379599-2"],"eki":["538632550"],"issn":["1753-2000"]},"part":{"extent":"19","year":"2022","text":"16(2022), Artikel-ID 86, Seite 1-19","pages":"1-19","volume":"16"},"origin":[{"publisherPlace":"London","publisher":"Biomed Central","dateIssuedKey":"2007","dateIssuedDisp":"2007-"}],"title":[{"title_sort":"Child and adolescent psychiatry and mental health","title":"Child and adolescent psychiatry and mental health"}],"pubHistory":["1.2007 -"],"titleAlt":[{"title":"CAPMH"}],"physDesc":[{"extent":"Online-Ressource"}],"recId":"538632550","language":["eng"],"note":["Gesehen am 24.07.07"],"type":{"bibl":"periodical","media":"Online-Ressource"},"disp":"Artificial intelligence-informed mobile mental health apps for young people a mixed-methods approach on users’ and stakeholders’ perspectivesChild and adolescent psychiatry and mental health"}],"origin":[{"dateIssuedDisp":"17 November 2022","dateIssuedKey":"2022"}],"id":{"eki":["1852337621"],"doi":["10.1186/s13034-022-00522-6"]},"name":{"displayForm":["Christian Götzl, Selina Hiller, Christian Rauschenberg, Anita Schick, Janik Fechtelpeter, Unai Fischer Abaigar, Georgia Koppe, Daniel Durstewitz, Ulrich Reininghaus and Silvia Krumm"]},"title":[{"subtitle":"a mixed-methods approach on users’ and stakeholders’ perspectives","title_sort":"Artificial intelligence-informed mobile mental health apps for young people","title":"Artificial intelligence-informed mobile mental health apps for young people"}],"type":{"media":"Online-Ressource","bibl":"article-journal"}} | ||
| SRT | |a GOETZLCHRIARTIFICIAL1720 | ||