The DOI matches its Crossref record; 69 of the 69 references it cites were found in a registry or an index.
A computational modeling approach to brief slow-paced breathing and mental health moderators of decision-making under uncertainty in college students
Open accessAbstract
Decision-making is a critical cognitive function that can be significantly impacted by stress and other mental health factors. While interventions such as slow-paced breathing (SPB) have been shown to reduce stress and enhance executive functioning, their effects on decision-making under uncertainty remain poorly understood. This study examined the effect of a brief SPB intervention on Iowa Gambling Task (IGT) performance and assessed whether individual differences in mental health symptoms differentially impacted such effects. College students (n = 216) were randomized into an SPB intervention or mind-wandering control condition. Participants completed mental health and state surveys, the assigned manipulation, and the IGT. Expectancy valence and prospect valence learning (PVL) computational models were fit to the data to assess specific decision-making strategies. Mixed ANOVA results showed that the SPB intervention reduced self-reported stress and arousal (ps < 0.05). Critically, regression results demonstrated a significant interaction between condition and perceived stress for IGT performance (β = 0.858, p = 0.034) and the PVL model recency (β = -0.507, p = 0.037) and consistency (β = 0.638, p = 0.010) parameters. This key finding revealed that higher perceived stress was associated with worse decision-making in the control but better decision-making in the SPB intervention. The control's IGT data were best fit by higher recency and lower choice consistency parameter values than the SPB condition. Higher stress in the control condition was linked to more random, short-sighted choices, while SPB mitigated these suboptimal strategies. This study is among the first to demonstrate that perceived stress impairs decision-making in college students, but a brief slow-paced breathing intervention can mitigate these negative effects.
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Cites
The CES-D Scale: A Self-Report Depression Scale for Research in the General Population
Radloff, L. S. (1977) · Applied Psychological Measurement · doi:10.1177/014662167700100306 · Cited by 53,267
Prospect Theory: An Analysis of Decision under Risk
Kahneman, D., & Tversky, A. (1979) · Econometrica · doi:10.2307/1914185 · Cited by 48,524
Statistical power analyses using G∗Power 3.1: tests for correlation and regression analyses
Faul, F., Erdfelder, E., Buchner, A., & Lang, A.-G. (2009) · Behavior Research Methods · doi:10.3758/brm.41.4.1149 · Cited by 37,615
A Global Measure of Perceived Stress
Cohen, S., Kamarck, T., & Mermelstein, R. (1983) · Journal of Health and Social Behavior · doi:10.2307/2136404 · Cited by 32,807
A Brief Measure for Assessing Generalized Anxiety Disorder: The GAD-7
Spitzer, R. L., Kroenke, K., Williams, J. B. W., & Löwe, B. (2006) · Archives of Internal Medicine · doi:10.1001/archinte.166.10.1092 · Cited by 31,765
Reinforcement Learning: An Introduction
Sutton, R. S., & Barto, A. G. (1998) · IEEE Transactions on Neural Networks · doi:10.1109/tnn.1998.712192 · Cited by 27,225
Rescorla, R. A. (1972) · Medical Entomology and Zoology · Cited by 7,268
Insensitivity to future consequences following damage to human prefrontal cortex
Bechara, A., Damasio, A. R., Damasio, H., & Anderson, S. W. (1994) · Cognition · doi:10.1016/0010-0277(94)90018-3 · Cited by 6,128
Löwe, B., Decker, O., Müller, S., Brähler, E., Schellberg, D., Herzog, W., & Herzberg, P. Y. (2008) · Medical Care · doi:10.1097/mlr.0b013e318160d093 · Cited by 4,527
Classical conditioning II: Current research and theory.
Black, A. H., & Prokasy, W. F. (1972) · Appleton-Century-Crofts eBooks · Cited by 4,449
Research works printed but not linked: 2
- Laborde, 2021, The influence of slow-paced breathing on executive function, Journal of Psychophysiology
- Sutton, 1998, Vol. 1
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Metadata
- Authors
- Byrne, K. A., Pilcher, J. J., Liu, Y., Spinelli, M. R., Rosinski, M. L., Brancato, M. G., Daughenbaugh, D., & Batres, A. A.
- Affiliations
- Clemson University (US)
- Corresponding author
- Byrne, Kaileigh A.
- Venue
- Acta Psychologica
- Publisher
- Elsevier BV
- Published
- 2025-08
- Volume
- 258
- Pages
- 105222
- ISSN
- 0001-6918 (ISSN-L)
- OpenAlex
- W4411986031
- Cited by
- 5
- References
- 69
- Citations by year
- 2026: 4 · 2025: 1
- FWCI
- 3.02
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Acta Psychologica (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Clemson University (1267)
- Topics
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- slow-paced breathing, decision making under uncertainty, perceived stress, Iowa Gambling Task, computational modeling, mind wandering, university students, stress arousal, decision consistency
- MeSH terms
- Adolescent, Adult, Breathing Exercises, Computer Simulation, Decision Making, Female, Humans, Male, Mental Health, Stress, Psychological, Students, Universities, Uncertainty, Young Adult
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