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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

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