Literature DB >> 30940400

Relationships between smartphone social behavior and relapse in schizophrenia: A preliminary report.

Benjamin Buck1, Emily Scherer2, Rachel Brian3, Rui Wang4, Weichen Wang4, Andrew Campbell4, Tanzeem Choudhury5, Marta Hauser6, John M Kane6, Dror Ben-Zeev3.   

Abstract

Social dysfunction is a hallmark of schizophrenia. Social isolation may increase individuals' risk for psychotic symptom exacerbation and relapse. Monitoring and timely detection of shifts in social functioning are hampered by the limitations of traditional clinic-based assessment strategies. Ubiquitous mobile technologies such as smartphones introduce new opportunities to capture objective digital indicators of social behavior. The goal of this study was to evaluate whether smartphone-collected digital measures of social behavior can provide early indication of relapse events among individuals with schizophrenia. Sixty-one individuals with schizophrenia with elevated risk for relapse were given smartphones with the CrossCheck behavioral sensing system for a year of remote monitoring. CrossCheck leveraged the device's microphone, call record, and text messaging log to capture digital socialization data. Relapse events including psychiatric hospitalizations, suicidal ideation, and significant psychiatric symptom exacerbations were recorded by trained assessors. Exploratory mixed effects models examined relationships of social behavior to relapse, finding that reductions in number and duration of outgoing calls, as well as number of text messages were associated with relapses. Number and duration of incoming phone calls and in-person conversations were not. Smartphone enabled social activity may provide an important metric in determining relapse risk in schizophrenia and provide access to sensitive, meaningful and ecologically valid data streams never before available in routine care. Published by Elsevier B.V.

Entities:  

Keywords:  Mobile health; Relapse; Schizophrenia; Social functioning; Technology

Mesh:

Year:  2019        PMID: 30940400      PMCID: PMC6580857          DOI: 10.1016/j.schres.2019.03.014

Source DB:  PubMed          Journal:  Schizophr Res        ISSN: 0920-9964            Impact factor:   4.939


  47 in total

1.  Comparing retrospective reports to real-time/real-place mobile assessments in individuals with schizophrenia and a nonclinical comparison group.

Authors:  Dror Ben-Zeev; Gregory J McHugo; Haiyi Xie; Katy Dobbins; Michael A Young
Journal:  Schizophr Bull       Date:  2012-02-01       Impact factor: 9.306

2.  Psychiatric symptoms and quality of life in schizophrenia: a meta-analysis.

Authors:  Shaun M Eack; Christina E Newhill
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3.  Assessing the sources of unreliability (rater, subject, time-point) in a failed clinical trial using items of the Positive and Negative Syndrome Scale (PANSS).

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Journal:  J Clin Psychopharmacol       Date:  2013-02       Impact factor: 3.153

4.  Feasibility, acceptability, and preliminary efficacy of a smartphone intervention for schizophrenia.

Authors:  Dror Ben-Zeev; Christopher J Brenner; Mark Begale; Jennifer Duffecy; David C Mohr; Kim T Mueser
Journal:  Schizophr Bull       Date:  2014-03-08       Impact factor: 9.306

5.  CrossCheck: Integrating self-report, behavioral sensing, and smartphone use to identify digital indicators of psychotic relapse.

Authors:  Dror Ben-Zeev; Rachel Brian; Rui Wang; Weichen Wang; Andrew T Campbell; Min S H Aung; Michael Merrill; Vincent W S Tseng; Tanzeem Choudhury; Marta Hauser; John M Kane; Emily A Scherer
Journal:  Psychiatr Rehabil J       Date:  2017-04-03

6.  Smartphone data as objective measures of bipolar disorder symptoms.

Authors:  Maria Faurholt-Jepsen; Mads Frost; Maj Vinberg; Ellen Margrethe Christensen; Jakob E Bardram; Lars Vedel Kessing
Journal:  Psychiatry Res       Date:  2014-03-13       Impact factor: 3.222

7.  Loneliness in schizophrenia and its possible correlates. An exploratory study.

Authors:  Fabien Trémeau; Daniel Antonius; Dolores Malaspina; Donald C Goff; Daniel C Javitt
Journal:  Psychiatry Res       Date:  2016-09-26       Impact factor: 3.222

8.  Emotional reactivity to daily life stress in psychosis and affective disorder: an experience sampling study.

Authors:  I Myin-Germeys; F Peeters; R Havermans; N A Nicolson; M W DeVries; P Delespaul; J Van Os
Journal:  Acta Psychiatr Scand       Date:  2003-02       Impact factor: 6.392

Review 9.  Training to recognise the early signs of recurrence in schizophrenia.

Authors:  Richard Morriss; Indira Vinjamuri; Mohammad Amir Faizal; Catherine A Bolton; James P McCarthy
Journal:  Cochrane Database Syst Rev       Date:  2013-02-28

Review 10.  Suicide and schizophrenia: a systematic review of rates and risk factors.

Authors:  Kahyee Hor; Mark Taylor
Journal:  J Psychopharmacol       Date:  2010-11       Impact factor: 4.153

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Authors:  Andrew I Gumley; Simon Bradstreet; John Ainsworth; Stephanie Allan; Mario Alvarez-Jimenez; Maximillian Birchwood; Andrew Briggs; Sandra Bucci; Sue Cotton; Lidia Engel; Paul French; Reeva Lederman; Shôn Lewis; Matthew Machin; Graeme MacLennan; Hamish McLeod; Nicola McMeekin; Cathy Mihalopoulos; Emma Morton; John Norrie; Frank Reilly; Matthias Schwannauer; Swaran P Singh; Suresh Sundram; Andrew Thompson; Chris Williams; Alison Yung; Lorna Aucott; John Farhall; John Gleeson
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2.  Fully automated detection of formal thought disorder with Time-series Augmented Representations for Detection of Incoherent Speech (TARDIS).

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3.  Social functioning in schizophrenia: Comparing laboratory-based assessment with real-world measures.

Authors:  Danielle B Abel; Kyle S Minor
Journal:  J Psychiatr Res       Date:  2021-04-30       Impact factor: 5.250

4.  Digital phenotyping adherence, feasibility, and tolerability in outpatients with schizophrenia.

Authors:  Ian M Raugh; Sydney H James; Cristina M Gonzalez; Hannah C Chapman; Alex S Cohen; Brian Kirkpatrick; Gregory P Strauss
Journal:  J Psychiatr Res       Date:  2021-04-30       Impact factor: 5.250

5.  Detecting relapse in youth with psychotic disorders utilizing patient-generated and patient-contributed digital data from Facebook.

Authors:  M L Birnbaum; S K Ernala; A F Rizvi; E Arenare; A R Van Meter; M De Choudhury; J M Kane
Journal:  NPJ Schizophr       Date:  2019-10-07

6.  Passive Sensing of Health Outcomes Through Smartphones: Systematic Review of Current Solutions and Possible Limitations.

Authors:  Alina Trifan; Maryse Oliveira; José Luís Oliveira
Journal:  JMIR Mhealth Uhealth       Date:  2019-08-23       Impact factor: 4.773

7.  Assessing the relationship between routine and schizophrenia symptoms with passively sensed measures of behavioral stability.

Authors:  Joy He-Yueya; Benjamin Buck; Andrew Campbell; Tanzeem Choudhury; John M Kane; Dror Ben-Zeev; Tim Althoff
Journal:  NPJ Schizophr       Date:  2020-11-23

8.  Smartphone sensing of social interactions in people with and without schizophrenia.

Authors:  Daniel Fulford; Jasmine Mote; Rachel Gonzalez; Samuel Abplanalp; Yuting Zhang; Jarrod Luckenbaugh; Jukka-Pekka Onnela; Carlos Busso; David E Gard
Journal:  J Psychiatr Res       Date:  2020-11-04       Impact factor: 4.791

9.  mHealth-Assisted Detection of Precursors to Relapse in Schizophrenia.

Authors:  Benjamin Buck; Kevin A Hallgren; Andrew T Campbell; Tanzeem Choudhury; John M Kane; Dror Ben-Zeev
Journal:  Front Psychiatry       Date:  2021-05-31       Impact factor: 4.157

10.  Utilizing Machine Learning on Internet Search Activity to Support the Diagnostic Process and Relapse Detection in Young Individuals With Early Psychosis: Feasibility Study.

Authors:  Michael Leo Birnbaum; Prathamesh Param Kulkarni; Anna Van Meter; Victor Chen; Asra F Rizvi; Elizabeth Arenare; Munmun De Choudhury; John M Kane
Journal:  JMIR Ment Health       Date:  2020-09-01
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