Intimate insight: MDMA changes how people talk about significant others
In a double‑blind, within‑subjects study of 35 experienced volunteers, a single 1.5 mg/kg oral dose of MDMA increased social, sexual and emotional word use during five‑minute conversations about close relationships, as identified by both LIWC dictionary analysis and machine‑learning classifiers. This indicates that MDMA acutely alters speech content and that analysing speech may reveal drug effects on socio‑emotional states.
Authors
- Harriet de Wit
- Gillinder Bedi
- Matthew Baggot
Published
Abstract
Rationale
±3,4-methylenedioxymethamphetamine (MDMA) is widely believed to increase sociability. The drug alters speech production and fluency, and may influence speech content. Here, we investigated the effect of MDMA on speech content, which may reveal how this drug affects social interactions.
Method
Thirty-five healthy volunteers with prior MDMA experience completed this two-session, within-subjects, double-blind study during which they received 1.5 mg/kg oral MDMA and placebo. Participants completed a five-minute standardized talking task during which they discussed a close personal relationship (e.g. a friend or family member) with a research assistant. The conversations were analyzed for selected content categories (e.g. words pertaining to affect, social interaction, and cognition), using both a standard dictionary method (Pennebaker’s Linguistic Inquiry and Word Count: LIWC) and a machine learning method using random forest classifiers.
Results
Both analytic methods revealed that MDMA altered speech content relative to placebo. Using LIWC scores, the drug increased use of social and sexual words, consistent with reports that MDMA increases willingness to disclose. Using the machine learning algorithm, we found that MDMA increased use of social words and words relating to both positive and negative emotions.
Conclusions
These findings are consistent with reports that MDMA acutely alters speech content, specifically increasing emotional and social content during a brief semistructured dyadic interaction. Studying effects of psychoactive drugs on speech content may offer new insights into drug effects on mental states, and on emotional and psychosocial interaction.
Research Summary of 'Intimate insight: MDMA changes how people talk about significant others'
Introduction
Baggott and colleagues situate their study within a body of literature indicating that ±3,4-methylenedioxymethamphetamine (MDMA) produces acute prosocial effects such as increased empathy, interpersonal closeness and sociability. Prior experimental work has shown MDMA enhances recognition of positive emotion and reduces sensitivity to negative facial expressions, and clinical research has investigated its potential as an adjunct in psychotherapy for disorders such as post-traumatic stress disorder. The authors note that most controlled studies to date have relied on individual, computerized tasks rather than interpersonal interactions, and that analysing speech content during real social exchanges may reveal mechanisms underlying MDMA's social-emotional effects. The study therefore aimed to test whether MDMA alters speech production and content during a brief dyadic interaction about a close personal relationship. Specifically, Baggott and colleagues hypothesised that MDMA (1.5 mg/kg orally) would increase the amount of talking (total words), increase the proportion of emotional and social words, and allow machine learning methods to distinguish MDMA from placebo based on word usage. They combined a validated dictionary approach (LIWC) with an exploratory machine learning classifier to assess changes in speech content during a five-minute, semi-structured conversation about an important person in the participant's life.
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Study Details
- Study Typeindividual
- Journal
- Compound
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- APA Citation
Baggott, M. J., Kirkpatrick, M. G., Bedi, G., & de Wit, H. (2015). Intimate insight: MDMA changes how people talk about significant others. Journal of Psychopharmacology, 29(6), 669-677. https://doi.org/10.1177/0269881115581962
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