Does focused attention meditation improve probability weighting bias? The role of emotional trade-off difficulty and compensatory decision making.
Chuyu Zhi, Biqin Li
BMC Psychology February 3, 2026 DOI: 10.1186/s40359-026-04053-z (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Randomized controlled experiment (2x2 between-subjects) Peer reviewed |
|---|---|
| Sample size | 138 |
| Population | Adult participants recruited for a decision-making experiment |
| Interventions | Focused attention meditation Mind-wandering control condition |
| Duration | Brief focused attention induction |
| Measures | risky-choice scenarios, gaze-time tracking |
| Topics | Meditation |
| Keywords | Humans Emotions Female Young adult Focused attention Probability weighting bias Compensatory decision making Emotional trade-off difficulties |
| Key findings | Under low emotional trade-off difficulty, focused attention meditation reduced probability weighting bias, but under high emotional trade-off difficulty it significantly increased bias relative to a mind-wandering control. The authors report that emotional trade-off difficulty influenced probability weighting bias through compensatory decision strategies, moderated by focused attention induction, and conclude that focused attention meditation's usefulness is context-dependent. |
Abstract
Background: Focused attention (FA) meditation has been proposed to enhance decision quality by mitigating cognitive biases. However, its influence on probability weighting bias (PWB), the tendency to misperceive objective probabilities, remains unexplored. Furthermore, emotional trade-off difficulty (ETOD), defined as the affective strain of making complex trade offs, may influence this relationship. The present study explores the interplay between FA meditation, ETOD, and PWB. Specifically, we examined whether ETOD’s effect on PWB is mediated by compensatory decision strategies (systematic trade-off evaluation versus reliance on heuristics), and whether a brief FA induction moderates this process.
Methods: A 2 × 2 between-subjects experiment was conducted with 138 participants randomly assigned to either a brief focused attention or a mind-wandering control condition. Participants completed a decision-making task to induce either high or low levels of ETOD. PWB was assessed through a series of risky-choice scenarios, while gaze-time tracking measured the extent of compensatory information processing, proposed as a mediating variable.
Results: Under high ETOD, participants who underwent FA induction demonstrated significantly greater PWB compared to those in the control group, suggesting that FA meditation exacerbated decision bias under emotional strain. In contrast, under low ETOD, FA meditation reduced PWB. Moderated mediation analysis revealed that ETOD influenced PWB through its impact on compensatory decision strategies, with this pathway being moderated by FA induction.
Conclusions: Our results demonstrate that FA meditation effectively mitigates PWB under low ETOD conditions but does not yield the same benefit under high ETOD. Consequently, we conclude that the utility of FA meditation is strictly context-dependent.
Comparable studies
Other randomized controlled trials on meditation, most cited first.
| Study | Year | Design | Participants |
|---|---|---|---|
| Alterations in Brain and Immune Function Produced by Mindfulness Meditation Healthy employees in a work environment | 2003 | Randomized controlled trial | n = 41 |
| Prevention of relapse/recurrence in major depression by mindfulness-based cognitive therapy. Recovered recurrently depressed patients | 2000 | Randomized controlled trial | n = 145 |
| Open hearts build lives: Positive emotions, induced through loving-kindness meditation, build consequential personal resources. Working adults | 2008 | Randomized controlled trial | n = 139 |
| Short-term meditation training improves attention and self-regulation Undergraduate Chinese students | 2007 | Randomized controlled trial | n = 40 |
| Mindfulness-Based Cognitive Therapy for Depression: Replication and Exploration of Differential Relapse Prevention Effects. Recovered recurrently depressed patients | 2004 | Randomized controlled trial | n = 73 |
Citations in the library
Cites 17
- Mindfulness: A proposed operational definition. Clinical Psychology Science and Practice 2004
- Alterations in Brain and Immune Function Produced by Mindfulness Meditation Psychosomatic Medicine July 1, 2003
- Meditation experience is associated with increased cortical thickness Neuroreport November 7, 2005
- Attending to the present: mindfulness meditation reveals distinct neural modes of self-reference Social Cognitive and Affective Neuroscience August 13, 2007
- Neural Correlates of Dispositional Mindfulness During Affect Labeling Psychosomatic Medicine July 1, 2007
and 12 more in the library