The growing field of digital psychiatry: current evidence and the future of apps, social media, chatbots, and virtual reality

被引:501
作者
Torous, John [1 ,2 ]
Bucci, Sandra [3 ,4 ]
Bell, Imogen H. [5 ,6 ]
Kessing, Lars, V [7 ,8 ]
Faurholt-Jepsen, Maria [7 ,8 ]
Whelan, Pauline [3 ,4 ]
Carvalho, Andre F. [9 ,10 ,11 ]
Keshavan, Matcheri [1 ,2 ]
Linardon, Jake [12 ,13 ]
Firth, Joseph [14 ,15 ]
机构
[1] Harvard Med Sch, Beth Israel Deaconess Med Ctr, Div Digital Psychiat, Boston, MA 02115 USA
[2] Harvard Med Sch, Massachusetts Mental Hlth Ctr, Beth Israel Deaconess Med Ctr, Boston, MA 02115 USA
[3] Greater Manchester Mental Hlth NHS Fdn Trust, Digital Res Unit, Manchester, Lancs, England
[4] Univ Manchester, Ctr Hlth Informat, Manchester, Lancs, England
[5] Orygen, Melbourne, Vic, Australia
[6] Univ Melbourne, Ctr Youth Mental Hlth, Melbourne, Vic, Australia
[7] Rigshosp, Psychiat Ctr Copenhagen, Copenhagen, Denmark
[8] Copenhagen Affect Disorder Res Ctr, Copenhagen, Denmark
[9] Univ Toronto, Dept Psychiat, Toronto, ON, Canada
[10] Ctr Addict & Mental Hlth CAMH, Toronto, ON, Canada
[11] Deakin Univ, IMPACT Innovat Mental & Phys Hlth & Clin Treatmen, Geelong, Vic, Australia
[12] Deakin Univ, Ctr Social & Early Emot Dev, Burwood, Vic, Australia
[13] Deakin Univ, Sch Psychol, Burwood, Vic, Australia
[14] Univ Manchester, Div Psychol & Mental Hlth, Manchester, Lancs, England
[15] Western Sydney Univ, NICM Hlth Res Inst, Westmead, NSW, Australia
基金
英国科研创新办公室;
关键词
mHealth; digital health; psychiatry; mental health; smartphone apps; virtual reality; social media; chatbots; digital phenotyping; implementation; MENTAL-HEALTH PROBLEMS; ECOLOGICAL MOMENTARY ASSESSMENT; COGNITIVE-BEHAVIORAL THERAPY; GUIDED SELF-HELP; BIPOLAR DISORDER; SMARTPHONE APPS; CONVERSATIONAL AGENTS; SINGLE-BLIND; LOW-INCOME; INTERVENTIONS;
D O I
10.1002/wps.20883
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
As the COVID-19 pandemic has largely increased the utilization of telehealth, mobile mental health technologies - such as smartphone apps, vir-tual reality, chatbots, and social media - have also gained attention. These digital health technologies offer the potential of accessible and scalable interventions that can augment traditional care. In this paper, we provide a comprehensive update on the overall field of digital psychiatry, covering three areas. First, we outline the relevance of recent technological advances to mental health research and care, by detailing how smartphones, social media, artificial intelligence and virtual reality present new opportunities for "digital phenotyping" and remote intervention. Second, we review the current evidence for the use of these new technological approaches across different mental health contexts, covering their emerging efficacy in self-management of psychological well-being and early intervention, along with more nascent research supporting their use in clinical management of long-term psychiatric conditions - including major depression; anxiety, bipolar and psychotic disorders; and eating and substance use disorders - as well as in child and adolescent mental health care. Third, we discuss the most pressing challenges and opportunities towards real-world implementation, using the Integrated Promoting Action on Research Implementation in Health Services (i-PARIHS) framework to explain how the innovations themselves, the recipients of these innovations, and the context surrounding innovations all must be considered to facilitate their adoption and use in mental health care systems. We conclude that the new technological capabilities of smartphones, artificial intelligence, social media and virtual reality are already changing mental health care in unforeseen and exciting ways, each accompanied by an early but promising evidence base. We point out that further efforts towards strengthening implementation are needed, and detail the key issues at the patient, provider and policy levels which must now be addressed for digital health technologies to truly improve mental health research and treatment in the future.
引用
收藏
页码:318 / 335
页数:18
相关论文
共 235 条
[1]   Perceptions and Opinions of Patients About Mental Health Chatbots: Scoping Review [J].
Abd-Alrazaq, Alaa A. ;
Alajlani, Mohannad ;
Ali, Nashva ;
Denecke, Kerstin ;
Bewick, Bridgette M. ;
Househ, Mowafa .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2021, 23 (01)
[2]   Smartphones, social media use and youth mental health [J].
Abi-Jaoude, Elia ;
Naylor, Karline Treurnicht ;
Pignatiello, Antonio .
CANADIAN MEDICAL ASSOCIATION JOURNAL, 2020, 192 (06) :E136-E141
[3]   Predicting Early Warning Signs of Psychotic Relapse From Passive Sensing Data: An Approach Using Encoder-Decoder Neural Networks [J].
Adler, Daniel A. ;
Ben-Zeev, Dror ;
Tseng, Vincent W-S ;
Kane, John M. ;
Brian, Rachel ;
Campbell, Andrew T. ;
Hauser, Marta ;
Scherer, Emily A. ;
Choudhury, Tanzeem .
JMIR MHEALTH AND UHEALTH, 2020, 8 (08)
[4]   Assessing the Food and Drug Administration's Risk-Based Framework for Software Precertification With Top Health Apps in the United States: Quality Improvement Study [J].
Alon, Noy ;
Stern, Ariel Dora ;
Torous, John .
JMIR MHEALTH AND UHEALTH, 2020, 8 (10)
[5]   A Novel Multimodal Digital Service (Moderated Online Social Therapy plus ) for Help-Seeking Young People Experiencing Mental III-Health: Pilot Evaluation Within a National Youth E-Mental Health Service [J].
Alvarez-Jimenez, Mario ;
Rice, Simon ;
D'Alfonso, Simon ;
Leicester, Steven ;
Bendall, Sarah ;
Pryor, Ingrid ;
Russon, Penni ;
McEnery, Carla ;
Santesteban-Echarri, Olga ;
Da Costa, Gustavo ;
Gilbertson, Tamsyn ;
Valentine, Lee ;
Solves, Laia ;
Ratheesh, Aswin ;
McGorry, Patrick D. ;
Gleeson, John .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2020, 22 (08)
[6]   Internet-delivered psychological treatments: from innovation to implementation [J].
Andersson, Gerhard ;
Titov, Nickolai ;
Dear, Blake F. ;
Rozental, Alexander ;
Carlbring, Per .
WORLD PSYCHIATRY, 2019, 18 (01) :20-28
[7]   Smartphone as a monitoring tool for bipolar disorder: a systematic review including data analysis, machine learning algorithms and predictive modelling [J].
Antosik-Wojcinska, Anna Z. ;
Dominiak, Monika ;
Chojnacka, Magdalena ;
Kaczmarek-Majer, Katarzyna ;
Opara, Karol R. ;
Radziszewska, Weronika ;
Olwert, Anna ;
Swiecicki, Lukasz .
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2020, 138
[8]   The Use and Effectiveness of Mobile Apps for Depression: Results From a Fully Remote Clinical Trial [J].
Arean, Patricia A. ;
Hallgren, Kevin A. ;
Jordan, Joshua T. ;
Gazzaley, Adam ;
Atkins, David C. ;
Heagerty, Patrick J. ;
Anguera, Joaquin A. .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2016, 18 (12)
[9]   Adolescents' Use of Digital Technologies and Preferences for Mobile Health Coaching in Public Mental Health Settings [J].
Aschbrenner, Kelly A. ;
Naslund, John A. ;
Tomlinson, Elizabeth F. ;
Kinney, Allison ;
Pratt, Sarah, I ;
Brunette, Mary F. .
FRONTIERS IN PUBLIC HEALTH, 2019, 7
[10]  
Baker JT., 2016, IPROCEEDINGS, V2, pE6136