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Issues and opportunities of digital phenotyping: ecological momentary assessment and behavioral sensing in protecting the young from suicide

Digital phenotyping refers to the collection of real-time biometric and personal data on digital tools, mainly smartphones, and wearables, to measure behaviors and variables that can be used as a proxy for complex psychophysiological conditions. Digital phenotyping might be used for diagnosis, clini...

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Autores principales: Pizzoli, Silvia Francesca Maria, Monzani, Dario, Conti, Lorenzo, Ferraris, Giulia, Grasso, Roberto, Pravettoni, Gabriella
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10333535/
https://www.ncbi.nlm.nih.gov/pubmed/37441331
http://dx.doi.org/10.3389/fpsyg.2023.1103703
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author Pizzoli, Silvia Francesca Maria
Monzani, Dario
Conti, Lorenzo
Ferraris, Giulia
Grasso, Roberto
Pravettoni, Gabriella
author_facet Pizzoli, Silvia Francesca Maria
Monzani, Dario
Conti, Lorenzo
Ferraris, Giulia
Grasso, Roberto
Pravettoni, Gabriella
author_sort Pizzoli, Silvia Francesca Maria
collection PubMed
description Digital phenotyping refers to the collection of real-time biometric and personal data on digital tools, mainly smartphones, and wearables, to measure behaviors and variables that can be used as a proxy for complex psychophysiological conditions. Digital phenotyping might be used for diagnosis, clinical assessment, predicting changes and trajectories in psychological clinical conditions, and delivering tailored interventions according to individual real-time data. Recent works pointed out the possibility of using such an approach in the field of suicide risk in high-suicide-risk patients. Among the possible targets of such interventions, adolescence might be a population of interest, since they display higher odds of committing suicide and impulsive behaviors. The present work systematizes the available evidence of the data that might be used for digital phenotyping in the field of adolescent suicide and provides insight into possible personalized approaches for monitoring and treating suicidal risk or predicting risk trajectories. Specifically, the authors first define the field of digital phenotyping and its features, secondly, they organize the available literature to gather all the digital indexes (active and passive data) that can provide reliable information on the increase in the suicidal odds, lastly, they discuss the challenges and future directions of such an approach, together with its ethical implications.
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spelling pubmed-103335352023-07-12 Issues and opportunities of digital phenotyping: ecological momentary assessment and behavioral sensing in protecting the young from suicide Pizzoli, Silvia Francesca Maria Monzani, Dario Conti, Lorenzo Ferraris, Giulia Grasso, Roberto Pravettoni, Gabriella Front Psychol Psychology Digital phenotyping refers to the collection of real-time biometric and personal data on digital tools, mainly smartphones, and wearables, to measure behaviors and variables that can be used as a proxy for complex psychophysiological conditions. Digital phenotyping might be used for diagnosis, clinical assessment, predicting changes and trajectories in psychological clinical conditions, and delivering tailored interventions according to individual real-time data. Recent works pointed out the possibility of using such an approach in the field of suicide risk in high-suicide-risk patients. Among the possible targets of such interventions, adolescence might be a population of interest, since they display higher odds of committing suicide and impulsive behaviors. The present work systematizes the available evidence of the data that might be used for digital phenotyping in the field of adolescent suicide and provides insight into possible personalized approaches for monitoring and treating suicidal risk or predicting risk trajectories. Specifically, the authors first define the field of digital phenotyping and its features, secondly, they organize the available literature to gather all the digital indexes (active and passive data) that can provide reliable information on the increase in the suicidal odds, lastly, they discuss the challenges and future directions of such an approach, together with its ethical implications. Frontiers Media S.A. 2023-06-27 /pmc/articles/PMC10333535/ /pubmed/37441331 http://dx.doi.org/10.3389/fpsyg.2023.1103703 Text en Copyright © 2023 Pizzoli, Monzani, Conti, Ferraris, Grasso and Pravettoni. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Pizzoli, Silvia Francesca Maria
Monzani, Dario
Conti, Lorenzo
Ferraris, Giulia
Grasso, Roberto
Pravettoni, Gabriella
Issues and opportunities of digital phenotyping: ecological momentary assessment and behavioral sensing in protecting the young from suicide
title Issues and opportunities of digital phenotyping: ecological momentary assessment and behavioral sensing in protecting the young from suicide
title_full Issues and opportunities of digital phenotyping: ecological momentary assessment and behavioral sensing in protecting the young from suicide
title_fullStr Issues and opportunities of digital phenotyping: ecological momentary assessment and behavioral sensing in protecting the young from suicide
title_full_unstemmed Issues and opportunities of digital phenotyping: ecological momentary assessment and behavioral sensing in protecting the young from suicide
title_short Issues and opportunities of digital phenotyping: ecological momentary assessment and behavioral sensing in protecting the young from suicide
title_sort issues and opportunities of digital phenotyping: ecological momentary assessment and behavioral sensing in protecting the young from suicide
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10333535/
https://www.ncbi.nlm.nih.gov/pubmed/37441331
http://dx.doi.org/10.3389/fpsyg.2023.1103703
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