Behavioural biomarkers and mobile mental health: a new paradigm
- PMID: 29730832
- PMCID: PMC6161977
- DOI: 10.1186/s40345-018-0119-7
Behavioural biomarkers and mobile mental health: a new paradigm
Abstract
Over recent decades, the field of psychiatry has allocated a vast amount of resources and efforts to make available more accurate and objective methods to diagnose, assess and monitor treatment outcomes in psychiatric disorders. Despite the optimism and some significant progress in biological markers, it has become increasingly evident that they are failing to meet initial expectations due to their lack of specificity, inconsistent reliability and limited availability. On the other hand, there is an increasingly emerging evidence of mobile technologies' feasibility to measure mental illness activity. Moreover, taking into account its widespread use, availability and potential to capture behavioural markers, mobile-connected technologies could be strong candidates to fill and complement-at least at some degree-the gaps that biological markers couldn't. This represents an especially interesting opportunity to reform our current diagnostic system using a bottom-up research methodology based on digital and biological markers data instead of the classical traditional top-down approach. Therefore, the field might benefit of further exploring this promising -and increasingly evidence-based- pathway as well as other auspicious alternatives in order to attain a more holistic and integrative approach in research, which could ultimately impact real-world clinical practice.
Keywords: Biomarkers; Digital markers; Psychiatry; Smartphones; mHealth.
Similar articles
-
Right care, first time: a highly personalised and measurement-based care model to manage youth mental health.Med J Aust. 2019 Nov;211 Suppl 9:S3-S46. doi: 10.5694/mja2.50383. Med J Aust. 2019. PMID: 31679171
-
The Effectiveness of Integrated Care Pathways for Adults and Children in Health Care Settings: A Systematic Review.JBI Libr Syst Rev. 2009;7(3):80-129. doi: 10.11124/01938924-200907030-00001. JBI Libr Syst Rev. 2009. PMID: 27820426
-
New tests, new tools: mobile and connected technologies in advancing psychiatric diagnosis.NPJ Digit Med. 2018 Feb 26;1:20176. doi: 10.1038/s41746-017-0006-0. eCollection 2018. NPJ Digit Med. 2018. PMID: 31304350 Free PMC article. Review.
-
Methodology and Reporting of Mobile Heath and Smartphone Application Studies for Schizophrenia.Harv Rev Psychiatry. 2017 May/Jun;25(3):146-154. doi: 10.1097/HRP.0000000000000133. Harv Rev Psychiatry. 2017. PMID: 28234658 Free PMC article. Review.
-
Recent developments in the use of online resources and mobile technologies to support mental health care.Int Rev Psychiatry. 2015;27(6):547-57. doi: 10.3109/09540261.2015.1087975. Epub 2015 Nov 2. Int Rev Psychiatry. 2015. PMID: 26523397 Review.
Cited by
-
Automated mood disorder symptoms monitoring from multivariate time-series sensory data: getting the full picture beyond a single number.Transl Psychiatry. 2024 Mar 26;14(1):161. doi: 10.1038/s41398-024-02876-1. Transl Psychiatry. 2024. PMID: 38531865 Free PMC article.
-
A psychiatrist's perspective from a COVID-19 epicentre: a personal account.BJPsych Open. 2020 Sep 9;6(5):e108. doi: 10.1192/bjo.2020.83. BJPsych Open. 2020. PMID: 32900422 Free PMC article.
-
Feasibility of mHealth interventions for depressive symptoms in Latin America: a systematic review.Int Rev Psychiatry. 2021 May;33(3):300-311. doi: 10.1080/09540261.2021.1887822. Epub 2021 Jun 9. Int Rev Psychiatry. 2021. PMID: 34102945 Free PMC article.
-
Specific depression dimensions are associated with a faster rate of cognitive decline in older adults.Alzheimers Dement (Amst). 2022 Mar 15;14(1):e12268. doi: 10.1002/dad2.12268. eCollection 2022. Alzheimers Dement (Amst). 2022. PMID: 35317432 Free PMC article.
-
A Novel Approach to Clustering Accelerometer Data for Application in Passive Predictions of Changes in Depression Severity.Sensors (Basel). 2023 Feb 1;23(3):1585. doi: 10.3390/s23031585. Sensors (Basel). 2023. PMID: 36772625 Free PMC article.
References
Publication types
LinkOut - more resources
Full Text Sources
Other Literature Sources