The temporal course and clinical correlates of subjective impulsivity in bipolar disorder as revealed through ecological momentary assessment
Open accessAbstract
Background Impulsivity is frequently linked with bipolar disorder and is associated with mania and negative outcomes. The temporal dynamics of subjective impulsivity are unclear, in particular whether impulsivity precedes or follows changes in positive or negative affect. Methods A total of 41 outpatients with bipolar disorder (I or II) were provided with mobile devices for 11 weeks and completed twice-daily surveys about affective states and subjective impulsivity. We examined the association between aggregate subjective impulsivity with baseline global cognitive function, suicide risk ratings, and medication adherence, as well as concurrent and lagged associations with momentary positive and negative affect ratings. Results A total of 2902 ratings were available across study subjects. Higher aggregate mean ratings of impulsivity were associated with worse baseline global cognitive function, prior suicide attempts, and self-reported problems with medication adherence, as well as more severe manic (but not depressive) symptoms. Time-lagged models indicated that greater negative affect, but not positive affect, predicted subsequent increases in subjective impulsivity, which, in turn, predicted diminished positive affect. Limitations Other measures of impulsivity with which to validate subjective ratings were unavailable and the sample was restricted to generally clinically stable outpatients. Conclusions Subjective impulsivity as measured by daily monitoring was associated with worse cognitive function and self-rated medication adherence, and higher suicide risk ratings. Impulsivity may be a maladaptive strategy to regulate negative affect in bipolar disorder.
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EMA has advantages over one-time in-clinic measures, including generating more stable estimates of neurobehavioural symptoms for outcomes research, assessing dynamic changes among theoretically linked constructs, reducing recall bias for patients with neurobehavioural disorders, and enabling modeling of causal intra-individual relationships.
“This approach has many advantages87 over “one-time, in-clinic” measures, including the generation of more stable estimates of neurobehavioural symptoms for outcomes research;88 the assessment of dynamic changes among theoretically linked constructs;89 the reduction of recall bias for patients with neurobehavioural disorders;90,91 and the ability to model causal intra-individual relationships.92”
From Precision clinical trials: a framework for getting to precision medicine for neurobehavioural disorders (2021) · cites this paper as [89]
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Reconsidering the link between impulsivity and suicidal behavior
Anestis, M. D., Soberay, K. A., Gutierrez, P. M., Hernández, T. D., & Joiner, T. E. (2014) · Personality and Social Psychology Review · doi:10.1177/1088868314535988 · Cited by 307 · see citing works
Depp, C. A., Ceglowski, J., Wang, V. C., Yaghouti, F., Mausbach, B. T., Thompson, W. K., & Granholm, E. L. (2015) · Journal of Affective Disorders · doi:10.1016/j.jad.2014.10.053 · Cited by 215 · see citing works
Self-citationDixon-Gordon, K. L., Chapman, A. L., Weiss, N. H., & Rosenthal, M. Z. (2014) · Journal of Psychopathology and Behavioral Assessment · doi:10.1007/s10862-014-9423-4 · Cited by 63 · see citing works
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Batra, S., Baker, R., Wang, T., Forma, F., DiBiasi, F., & Peters-Strickland, T. (2017) · Medical Devices: Evidence and Research · doi:10.2147/mder.s144158 · Cited by 169 · see citing works
Mofsen, A. M., Rodebaugh, T. L., Nicol, G. E., Depp, C. A., Miller, J. P., & Lenze, E. J. (2019) · JMIR Mental Health · doi:10.2196/11845 · Cited by 51 · see citing works
Self-citationJameel, L., Valmaggia, L., Barnes, G., & Cella, M. (2022) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2021.11.033 · Cited by 43 · see citing works
Lenze, E. J., Nicol, G. E., Barbour, D. L., Kannampallil, T., Wong, A. W. K., Piccirillo, J., Drysdale, A. T., Sylvester, C. M., Haddad, R., Miller, J. P., et al. (2021) · Journal of Psychiatry and Neuroscience · doi:10.1503/jpn.200042 · Cited by 43 · see citing works
Impulsivity and Suicidal Behavior
Swann, A. C., Lijffijt, M., O’Brien, B., & Mathew, S. J. (2020) · Current Topics in Behavioral Neurosciences · doi:10.1007/7854_2020_144 · Cited by 27 · see citing works
- Authors
- Depp, C. A., Moore, R. C., Dev, S. I., Mausbach, B. T., Eyler, L. T., & Granholm, E. L.
- Affiliations
- University of California San Diego (US)
- Corresponding author
- Depp, Colin A.
- Venue
- Journal of Affective Disorders
- Publisher
- Elsevier BV
- Published
- 2016-03
- Volume
- 193
- Pages
- 145-150
- ISSN
- 0165-0327 (ISSN-L)
- PMC
- PMC4915941
- OpenAlex
- W2207211350
- Cited by
- 38
- References
- 3
- Citations by year
- 2026: 3 · 2025: 3 · 2024: 6 · 2023: 3 · 2022: 5 · 2021: 6 · 2020: 5 · 2019: 1 · 2018: 2 · 2017: 4
- FWCI
- 1.63
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Affective Disorders (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Mental Health (MH077225, K23MH077225, K23MH107260, MH103318, MH107260, L30 MH104725, R01MH100417, MH100417, R01MH103318, T32MH019934)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Bipolar Disorder and Treatment
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Social Sciences › Psychology › Clinical Psychology › Personality Disorders and Psychopathology
- Keywords
- bipolar disorder, negative affect, positive affect, mania, suicide risk, medication adherence, cognitive function, emotion regulation, ecological momentary assessment, mobile health monitoring
- MeSH terms
- Adult, Bipolar Disorder, Cognition, Female, Humans, Impulsive Behavior, Male, Middle Aged, Risk Factors, Suicide, Attempted, Time Factors, Medication Adherence, Self Report, Symptom Assessment
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