Does Psychological Flexibility Correlate with Mystical Experiences: A Machine Learning Approach Including State of Surrender, Near-Death Experiences, and Psilocybin Consumption

Mystical experiences are characterized by a profound sense of interconnectedness and transcendence of ordinary reality. These experiences can facilitate feelings of connectedness with oneself and others and have been documented as leading to significant positive changes in thoughts, emotions, and behavior. The purpose of the present study was to evaluate the extent to which the four mindfulness facets of psychological flexibility (i.e., experiential acceptance, present-moment awareness, cognitive defusion, and self-as-context) were associated with self-reported mystical experiences while controlling for established covariates. Using a sample of 150 individuals recruited online, a regularized regression with an elastic net—a computationally efficient machine learning algorithm—was used to model the relationships among mystical experiences, State of Surrender, frequency of psychedelic use, near-death experiences, and facets of psychological flexibility. State of Surrender, experiential acceptance, cognitive defusion, and present-moment awareness emerged as the most robust predictors of mystical experiences. Collectively, these findings underscore the role of psychological processes, including surrender-related processes and facets of psychological flexibility, in predicting mystical experiences.

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Publication Details

Journal
Behavioral Sciences
Published
2026-04-30
DOI
https://doi.org/10.3390/bs16050686
Primary Topic
Psychedelics and Drug Studies
Type
article
Field-Weighted Citation Impact
0.00
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article

Does Psychological Flexibility Correlate with Mystical Experiences: A Machine Learning Approach Including State of Surrender, Near-Death Experiences, and Psilocybin Consumption

Thomas B. Sease, Dylan Briggs, Ruthie Menou, David R. Perkins
Behavioral Sciences
Psychedelics and Drug Studies
article

Does Psychological Flexibility Correlate with Mystical Experiences: A Machine Learning Approach Including State of Surrender, Near-Death Experiences, and Psilocybin Consumption

Thomas B. Sease, Dylan Briggs, Ruthie Menou, David R. Perkins
article en

Abstract

Mystical experiences are characterized by a profound sense of interconnectedness and transcendence of ordinary reality. These experiences can facilitate feelings of connectedness with oneself and others and have been documented as leading to significant positive changes in thoughts, emotions, and behavior. The purpose of the present study was to evaluate the extent to which the four mindfulness facets of psychological flexibility (i.e., experiential acceptance, present-moment awareness, cognitive defusion, and self-as-context) were associated with self-reported mystical experiences while controlling for established covariates. Using a sample of 150 individuals recruited online, a regularized regression with an elastic net—a computationally efficient machine learning algorithm—was used to model the relationships among mystical experiences, State of Surrender, frequency of psychedelic use, near-death experiences, and facets of psychological flexibility. State of Surrender, experiential acceptance, cognitive defusion, and present-moment awareness emerged as the most robust predictors of mystical experiences. Collectively, these findings underscore the role of psychological processes, including surrender-related processes and facets of psychological flexibility, in predicting mystical experiences.

Behavioral SciencesVol. 16(5)
Texas Christian University (US), University of Louisiana at Lafayette (US)
Openalex Percentile: Top 7%
Psychedelics and Drug Studies
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