A Smartphone App to Monitor Mood Symptoms in Bipolar Disorder: Development and Usability Study

被引:12
作者
Ryan, Kelly Ann [1 ]
Babu, Pallavi [1 ]
Easter, Rebecca [1 ]
Saunders, Erika [2 ]
Lee, Andy Jinseok [3 ]
Klasnja, Predrag [3 ]
Verchinina, Lilia [4 ]
Micol, Valerie [1 ]
Doil, Brent [1 ]
McInnis, Melvin G. [1 ]
Kilbourne, Amy M. [5 ,6 ]
机构
[1] Univ Michigan, Dept Psychiat, 2101 Commonwealth Blvd,Suite C, Ann Arbor, MI 49105 USA
[2] Penn State Univ, Dept Psychiat, Hershey, PA USA
[3] Univ Michigan, Sch Informat, Ann Arbor, MI 49105 USA
[4] Univ Michigan, Brehm Ctr Diabet Res, Ann Arbor, MI 49105 USA
[5] Univ Michigan, Dept Learning Hlth Sci, Ann Arbor, MI 49105 USA
[6] VA Depart Vet Affairs, US Dept Vet Affairs Hlth Serv Res & Dev, Ann Arbor, MI USA
来源
JMIR MENTAL HEALTH | 2020年 / 7卷 / 09期
基金
美国国家卫生研究院;
关键词
bipolar disorder; momentary assessment; mood; mobile phone; mobile app; RATING-SCALE; ILLNESS; PREVALENCE; SIGNS; MANIA; CARE;
D O I
10.2196/19476
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Background: There is considerable scientific interest in finding new and innovative ways to capture rapid fluctuations in functioning within individuals with bipolar disorder (BD), a severe, recurrent mental disorder associated with frequent shifts in symptoms and functioning. The use of smartphones can provide valid and real-world tools for use in measurement-based care and could be used to inform more personalized treatment options for this group, which can improve standard of care. Objective: We examined the feasibility and usability of a smartphone to capture daily fluctuations in mood within BD and to relate daily self-rated mood to smartphone use behaviors indicative of psychomotor activity or symptoms of the illness. Methods: Participants were 26 individuals with BD and 12 healthy control individuals who were recruited from the Prechter Longitudinal Study of BD. All were given a smartphone with a custom-built app and prompted twice a day to complete questions of mood for 28 days. The app automatically and unobtrusively collected phone usage data. A poststudy satisfaction survey was also completed. Results: Our sample showed a very high adherence rate to the daily momentary assessments (91% of the 58 prompts completed). Multivariate mixed effect models showed that an increase in rapid thoughts over time was associated with a decrease in outgoing text messages (beta=-.02; P=.04), and an increase in impulsivity self-ratings was related to a decrease in total call duration (beta=-.29; P=.02). Participants generally reported positive experiences using the smartphone and completing daily prompts. Conclusions: Use of mobile technology shows promise as a way to collect important clinical information that can be used to inform treatment decision making and monitor outcomes in a manner that is not overly burdensome to the patient or providers, highlighting its potential use in measurement-based care.
引用
收藏
页数:10
相关论文
共 35 条
[1]  
Akiskal HS, 1995, ENCEPHALE, V21, P3
[2]  
[Anonymous], 2012, P 2 ACM SIGHIT INT H, DOI [DOI 10.1145/2110363.2110370, DOI 10.1145/2110363.2110378]
[3]  
[Anonymous], 2015, WOND MOB
[4]  
BEIGEL A, 1971, ARCH GEN PSYCHIAT, V24, P215
[5]   Using Smartphones to Monitor Bipolar Disorder Symptoms: A Pilot Study [J].
Beiwinkel, Till ;
Kindermann, Sally ;
Maier, Andreas ;
Kerl, Christopher ;
Moock, Joern ;
Barbian, Guido ;
Roessler, Wulf .
JMIR MENTAL HEALTH, 2016, 3 (01)
[6]   Mobile Behavioral Sensing for Outpatients and Inpatients With Schizophrenia [J].
Ben-Zeev, Dror ;
Wang, Rui ;
Abdullah, Saeed ;
Brian, Rachel ;
Scherer, Emily A. ;
Mistler, Lisa A. ;
Hauser, Marta ;
Kane, John M. ;
Campbell, Andrew ;
Choudhury, Tanzeem .
PSYCHIATRIC SERVICES, 2016, 67 (05) :558-561
[7]   How smartphones are changing the face of mobile and participatory healthcare: an overview, with example from eCAALYX [J].
Boulos, Maged N. Kamel ;
Wheeler, Steve ;
Tavares, Carlos ;
Jones, Ray .
BIOMEDICAL ENGINEERING ONLINE, 2011, 10
[8]   Signs and symptoms of mania in pure and mixed episodes [J].
Cassidy, F ;
Murry, E ;
Forest, K ;
Carroll, BJ .
JOURNAL OF AFFECTIVE DISORDERS, 1998, 50 (2-3) :187-201
[9]   A factor analysis of the signs and symptoms of mania [J].
Cassidy, F ;
Forest, K ;
Murry, E ;
Carroll, B .
ARCHIVES OF GENERAL PSYCHIATRY, 1998, 55 (01) :27-32
[10]   The temporal course and clinical correlates of subjective impulsivity in bipolar disorder as revealed through ecological momentary assessment [J].
Depp, Colin A. ;
Moore, Raeanne C. ;
Dev, Sheena I. ;
Mausbach, Brent T. ;
Eyler, Lisa T. ;
Granholm, Eric L. .
JOURNAL OF AFFECTIVE DISORDERS, 2016, 193 :145-150