A pilot study using ecological momentary assessment via smartphone application to identify adolescent problematic internet use

•62.5% of youth with psychiatric illness met problematic internet use criteria at one time point during the study period.•Youth with problematic internet use may also have severe anxiety and depression.•Episodes of problematic internet use relieve anxiety symptoms in short-term.•Ecological momentary...

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Veröffentlicht in:Psychiatry research 2020-11, Vol.293, p.113428-113428, Article 113428
Hauptverfasser: Gansner, Meredith, Nisenson, Melanie, Carson, Nicholas, Torous, John
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container_title Psychiatry research
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creator Gansner, Meredith
Nisenson, Melanie
Carson, Nicholas
Torous, John
description •62.5% of youth with psychiatric illness met problematic internet use criteria at one time point during the study period.•Youth with problematic internet use may also have severe anxiety and depression.•Episodes of problematic internet use relieve anxiety symptoms in short-term.•Ecological momentary assessment may aid understanding of problematic internet use. For some youth, pathologic Internet use can cause significant distress and dysfunction, a phenomenon known as Problematic Internet Use (PIU). PIU has been associated with poorer health outcomes in adolescents with existing psychiatric illness but understanding PIU has been challenging due to research methodologies using cross-sectional, self-report data. This study assessed the feasibility of using app-based ecological momentary assessment (EMA) to provide more ecologically-valid data to identify and characterize the relationship between mood symptoms and PIU in adolescents in active mental health treatment. 25 youth (aged 12–23) were recruited to use an EMA app for 6 weeks. 96% of participants completed the study and the majority of participants completed surveys at least once weekly. Youth with anxiety disorders endorsed significantly greater benefit from using the app to monitor PIU. While PIU severity was positively correlated with worsened anxiety and depression, analyses of the temporal relationships between PIU and mood symptoms showed that anxiety symptoms were significantly improved after episodes of PIU. Overall results suggest that app-based EMA may be both acceptable and feasible to understand PIU in this population. Follow-up studies should consider personalization of study protocols and use of digital phenotyping methodology to collect more objective measurements of behavior.
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For some youth, pathologic Internet use can cause significant distress and dysfunction, a phenomenon known as Problematic Internet Use (PIU). PIU has been associated with poorer health outcomes in adolescents with existing psychiatric illness but understanding PIU has been challenging due to research methodologies using cross-sectional, self-report data. This study assessed the feasibility of using app-based ecological momentary assessment (EMA) to provide more ecologically-valid data to identify and characterize the relationship between mood symptoms and PIU in adolescents in active mental health treatment. 25 youth (aged 12–23) were recruited to use an EMA app for 6 weeks. 96% of participants completed the study and the majority of participants completed surveys at least once weekly. Youth with anxiety disorders endorsed significantly greater benefit from using the app to monitor PIU. While PIU severity was positively correlated with worsened anxiety and depression, analyses of the temporal relationships between PIU and mood symptoms showed that anxiety symptoms were significantly improved after episodes of PIU. Overall results suggest that app-based EMA may be both acceptable and feasible to understand PIU in this population. 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For some youth, pathologic Internet use can cause significant distress and dysfunction, a phenomenon known as Problematic Internet Use (PIU). PIU has been associated with poorer health outcomes in adolescents with existing psychiatric illness but understanding PIU has been challenging due to research methodologies using cross-sectional, self-report data. This study assessed the feasibility of using app-based ecological momentary assessment (EMA) to provide more ecologically-valid data to identify and characterize the relationship between mood symptoms and PIU in adolescents in active mental health treatment. 25 youth (aged 12–23) were recruited to use an EMA app for 6 weeks. 96% of participants completed the study and the majority of participants completed surveys at least once weekly. Youth with anxiety disorders endorsed significantly greater benefit from using the app to monitor PIU. While PIU severity was positively correlated with worsened anxiety and depression, analyses of the temporal relationships between PIU and mood symptoms showed that anxiety symptoms were significantly improved after episodes of PIU. Overall results suggest that app-based EMA may be both acceptable and feasible to understand PIU in this population. Follow-up studies should consider personalization of study protocols and use of digital phenotyping methodology to collect more objective measurements of behavior.</description><subject>Adolescent</subject><subject>Adolescent Behavior - psychology</subject><subject>Behavior, Addictive - diagnosis</subject><subject>Behavior, Addictive - epidemiology</subject><subject>Behavior, Addictive - psychology</subject><subject>Child</subject><subject>Cross-Sectional Studies</subject><subject>Ecological Momentary Assessment</subject><subject>Female</subject><subject>Humans</subject><subject>Internet</subject><subject>Internet Use - trends</subject><subject>Male</subject><subject>Mental Disorders - diagnosis</subject><subject>Mental Disorders - epidemiology</subject><subject>Mental Disorders - psychology</subject><subject>Pilot Projects</subject><subject>Psychology</subject><subject>Smartphone - trends</subject><subject>Surveys and Questionnaires</subject><subject>Young Adult</subject><issn>0165-1781</issn><issn>1872-7123</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkL1uHCEUhVGUKF7_vIJFmWbW_C0wXSwrTixZcpPUiIE7NitmmABjaZs8e1itnTYVAn2Hc--H0DUlW0qovNlvl3JwLxnKlhHWHikXTH9AG6oV6xRl_CPaNHDXUaXpGTovZU8IYbTvP6MzzrTuuRAb9OcWLyGmiktd_QGvJczPGFyK6Tk4G_GUJpirzQdsS4FSjjf8Giwuk811eUkzYLssscE1pBnXhINvTBhbwqcIxR0TS05DhKkxDoe5Qp6htjK4RJ9GGwtcvZ0X6Nf9t593P7rHp-8Pd7ePneNS1270dseYc1zw0SvX7zgZPFfDwAcJfS9hpH6nmFVEeA-UOKrYqJmS0g1SS84v0JfTv22Q3yuUaqbQJovRzpDWYpgQREgtJGmoPKEup1IyjGbJoS17MJSYo3uzN-_uzdG9Oblvweu3jnWYwP-LvctuwNcTAG3T1wDZFBdgduBDBleNT-F_HX8BJZiczQ</recordid><startdate>202011</startdate><enddate>202011</enddate><creator>Gansner, Meredith</creator><creator>Nisenson, Melanie</creator><creator>Carson, Nicholas</creator><creator>Torous, John</creator><general>Elsevier B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>202011</creationdate><title>A pilot study using ecological momentary assessment via smartphone application to identify adolescent problematic internet use</title><author>Gansner, Meredith ; Nisenson, Melanie ; Carson, Nicholas ; Torous, John</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c368t-fda522cc343fd7c9530bd37bb3b6e996ef1d572a704dde10c172f82766cb68633</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Adolescent</topic><topic>Adolescent Behavior - psychology</topic><topic>Behavior, Addictive - diagnosis</topic><topic>Behavior, Addictive - epidemiology</topic><topic>Behavior, Addictive - psychology</topic><topic>Child</topic><topic>Cross-Sectional Studies</topic><topic>Ecological Momentary Assessment</topic><topic>Female</topic><topic>Humans</topic><topic>Internet</topic><topic>Internet Use - trends</topic><topic>Male</topic><topic>Mental Disorders - diagnosis</topic><topic>Mental Disorders - epidemiology</topic><topic>Mental Disorders - psychology</topic><topic>Pilot Projects</topic><topic>Psychology</topic><topic>Smartphone - trends</topic><topic>Surveys and Questionnaires</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gansner, Meredith</creatorcontrib><creatorcontrib>Nisenson, Melanie</creatorcontrib><creatorcontrib>Carson, Nicholas</creatorcontrib><creatorcontrib>Torous, John</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Psychiatry research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gansner, Meredith</au><au>Nisenson, Melanie</au><au>Carson, Nicholas</au><au>Torous, John</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A pilot study using ecological momentary assessment via smartphone application to identify adolescent problematic internet use</atitle><jtitle>Psychiatry research</jtitle><addtitle>Psychiatry Res</addtitle><date>2020-11</date><risdate>2020</risdate><volume>293</volume><spage>113428</spage><epage>113428</epage><pages>113428-113428</pages><artnum>113428</artnum><issn>0165-1781</issn><eissn>1872-7123</eissn><abstract>•62.5% of youth with psychiatric illness met problematic internet use criteria at one time point during the study period.•Youth with problematic internet use may also have severe anxiety and depression.•Episodes of problematic internet use relieve anxiety symptoms in short-term.•Ecological momentary assessment may aid understanding of problematic internet use. 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source MEDLINE; ScienceDirect Journals (5 years ago - present)
subjects Adolescent
Adolescent Behavior - psychology
Behavior, Addictive - diagnosis
Behavior, Addictive - epidemiology
Behavior, Addictive - psychology
Child
Cross-Sectional Studies
Ecological Momentary Assessment
Female
Humans
Internet
Internet Use - trends
Male
Mental Disorders - diagnosis
Mental Disorders - epidemiology
Mental Disorders - psychology
Pilot Projects
Psychology
Smartphone - trends
Surveys and Questionnaires
Young Adult
title A pilot study using ecological momentary assessment via smartphone application to identify adolescent problematic internet use
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