Literature DB >> 27358214

Development and Evaluation of a Smartphone-Based Measure of Social Rhythms for Bipolar Disorder.

Mark Matthews1, Saeed Abdullah1, Elizabeth Murnane1, Stephen Voida2, Tanzeem Choudhury1, Geri Gay1, Ellen Frank3.   

Abstract

Dynamic psychological processes are most often assessed using self-report instruments. This places a constraint on how often and for how long data can be collected due to the burden placed on human participants. Smartphones are ubiquitous and highly personal devices, equipped with sensors that offer an opportunity to measure and understand psychological processes in real-world contexts over the long term. In this article, we present a novel smartphone approach to address the limitations of self-report in bipolar disorder where mood and activity are key constructs. We describe the development of MoodRhythm, a smartphone application that incorporates existing self-report elements from interpersonal and social rhythm therapy, a clinically validated treatment, and combines them with novel inputs from smartphone sensors. We reflect on lessons learned in transitioning from an existing self-report instrument to one that involves smartphone sensors and discuss the potential impact of these changes on the future of psychological assessment.

Entities:  

Keywords:  IPSRT; behavioral sensing; bipolar disorder; ecological momentary assessment; mHealth; mental health; self-report

Mesh:

Year:  2016        PMID: 27358214      PMCID: PMC6155452          DOI: 10.1177/1073191116656794

Source DB:  PubMed          Journal:  Assessment        ISSN: 1073-1911


  38 in total

1.  Prevalence, severity, and comorbidity of 12-month DSM-IV disorders in the National Comorbidity Survey Replication.

Authors:  Ronald C Kessler; Wai Tat Chiu; Olga Demler; Kathleen R Merikangas; Ellen E Walters
Journal:  Arch Gen Psychiatry       Date:  2005-06

2.  The Social Rhythm Metric. An instrument to quantify the daily rhythms of life.

Authors:  T H Monk; J F Flaherty; E Frank; K Hoskinson; D J Kupfer
Journal:  J Nerv Ment Dis       Date:  1990-02       Impact factor: 2.254

3.  The economic burden of bipolar disease.

Authors:  S W Woods
Journal:  J Clin Psychiatry       Date:  2000       Impact factor: 4.384

4.  Recall bias in epidemiologic studies.

Authors:  S S Coughlin
Journal:  J Clin Epidemiol       Date:  1990       Impact factor: 6.437

5.  A prospective investigation of the natural history of the long-term weekly symptomatic status of bipolar II disorder.

Authors:  Lewis L Judd; Hagop S Akiskal; Pamela J Schettler; William Coryell; Jean Endicott; Jack D Maser; David A Solomon; Andrew C Leon; Martin B Keller
Journal:  Arch Gen Psychiatry       Date:  2003-03

6.  Two-year outcomes for interpersonal and social rhythm therapy in individuals with bipolar I disorder.

Authors:  Ellen Frank; David J Kupfer; Michael E Thase; Alan G Mallinger; Holly A Swartz; Andrea M Fagiolini; Victoria Grochocinski; Patricia Houck; John Scott; Wesley Thompson; Timothy Monk
Journal:  Arch Gen Psychiatry       Date:  2005-09

7.  A meta-analysis of cognitive deficits in euthymic patients with bipolar disorder.

Authors:  Lucy J Robinson; Jill M Thompson; Peter Gallagher; Utpal Goswami; Allan H Young; I Nicol Ferrier; P Brian Moore
Journal:  J Affect Disord       Date:  2006-03-06       Impact factor: 4.839

8.  Intensive psychosocial intervention enhances functioning in patients with bipolar depression: results from a 9-month randomized controlled trial.

Authors:  David J Miklowitz; Michael W Otto; Ellen Frank; Noreen A Reilly-Harrington; Jane N Kogan; Gary S Sachs; Michael E Thase; Joseph R Calabrese; Lauren B Marangell; Michael J Ostacher; Jayendra Patel; Marshall R Thomas; Mako Araga; Jodi M Gonzalez; Stephen R Wisniewski
Journal:  Am J Psychiatry       Date:  2007-09       Impact factor: 18.112

9.  Using technology to improve longitudinal studies: self-reporting with ChronoRecord in bipolar disorder.

Authors:  Michael Bauer; Paul Grof; Laszlo Gyulai; Natalie Rasgon; Tasha Glenn; Peter C Whybrow
Journal:  Bipolar Disord       Date:  2004-02       Impact factor: 6.744

10.  Mobile psychiatry: towards improving the care for bipolar disorder.

Authors:  Pawel Prociow; Katarzyna Wac; John Crowe
Journal:  Int J Ment Health Syst       Date:  2012-05-29
View more
  19 in total

1.  Individualized Modeling to Distinguish Between High and Low Arousal States Using Physiological Data.

Authors:  Ame Osotsi; Zita Oravecz; Qunhua Li; Joshua Smyth; Timothy R Brick
Journal:  J Healthc Inform Res       Date:  2020-01-22

2.  Advancing the Assessment of Dynamic Psychological Processes.

Authors:  Aidan G C Wright; Christopher J Hopwood
Journal:  Assessment       Date:  2016-08

3.  Capturing the trend of mHealth research using text mining.

Authors:  Hyejin Park; Min Sook Park
Journal:  Mhealth       Date:  2019-10-11

Review 4.  Smartphone-Based Monitoring of Objective and Subjective Data in Affective Disorders: Where Are We and Where Are We Going? Systematic Review.

Authors:  Ezgi Dogan; Christian Sander; Xenija Wagner; Ulrich Hegerl; Elisabeth Kohls
Journal:  J Med Internet Res       Date:  2017-07-24       Impact factor: 5.428

5.  Development of an Emotion-Sensitive mHealth Approach for Mood-State Recognition in Bipolar Disorder.

Authors:  Henning Daus; Timon Bloecher; Ronny Egeler; Richard De Klerk; Wilhelm Stork; Matthias Backenstrass
Journal:  JMIR Ment Health       Date:  2020-07-03

Review 6.  Smartphone-Based Tracking of Sleep in Depression, Anxiety, and Psychotic Disorders.

Authors:  Talayeh Aledavood; John Torous; Ana Maria Triana Hoyos; John A Naslund; Jukka-Pekka Onnela; Matcheri Keshavan
Journal:  Curr Psychiatry Rep       Date:  2019-06-04       Impact factor: 5.285

Review 7.  Mobile Phone and Wearable Sensor-Based mHealth Approaches for Psychiatric Disorders and Symptoms: Systematic Review.

Authors:  Jussi Seppälä; Ilaria De Vita; Maria Bulgheroni; Timo Jämsä; Jouko Miettunen; Matti Isohanni; Katya Rubinstein; Yoram Feldman; Eva Grasa; Iluminada Corripio; Jesus Berdun; Enrico D'Amico
Journal:  JMIR Ment Health       Date:  2019-02-20

8.  Digital biomarkers from geolocation data in bipolar disorder and schizophrenia: a systematic review.

Authors:  Paolo Fraccaro; Anna Beukenhorst; Matthew Sperrin; Simon Harper; Jasper Palmier-Claus; Shôn Lewis; Sabine N Van der Veer; Niels Peek
Journal:  J Am Med Inform Assoc       Date:  2019-11-01       Impact factor: 4.497

9.  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

10.  Using a mobile health application to reduce alcohol consumption: a mixed-methods evaluation of the drinkaware track & calculate units application.

Authors:  Sophie Attwood; Hannah Parke; John Larsen; Katie L Morton
Journal:  BMC Public Health       Date:  2017-05-17       Impact factor: 3.295

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.