Treatment Expectation is the Strongest Predictor of Willingness to Participate in Psychedelic Clinical Trials
PsyArXiv October 2, 2025 preprint DOI: 10.31234/osf.io/7wrk3_v1
Summary
AI-generated from the abstractNegative outcome expectations about psychedelic treatment are the strongest predictor of whether chronic pain patients choose to join a psychedelic clinical trial. In a survey of 988 chronic pain patients, those with greater openness to experience and positive expectations were more willing to participate, while negative expectations predicted lower willingness. When all factors were considered together, negative expectancy was the only significant predictor. This suggests that current trials may enroll participants who are more risk tolerant, potentially biasing results and limiting how well findings apply to broader patient populations once psychedelic therapies become mainstream.
Study at a glance
| Characteristics | Observational cohort |
|---|---|
| Sample size | 988 |
| Population | Chronic pain patients |
| Key finding | Negative outcome expectations were the strongest and only significant predictor of willingness to participate in a psychedelic clinical trial among chronic pain patients. |
Abstract
Background and Aims: Understanding the factors that lead to participation in psychedelic clinical trials is essential for assessing potential biases in enrollment and ensuring the generalizability of findings. Psychedelic treatment is thought to impact personality traits, psychological flexibility, and expectations, however these non-pharmacological variables may also influence the initial decision to participate. This study aimed to identify factors associated with the willingness to participate in a psychedelic trial. Methods: A cohort of chronic pain patients (N = 988) completed a survey assessing their interest in participating in a psychedelic clinical trial and the Big Five personality traits. A subset (N = 235) were re-surveyed for additional data on psychological flexibility and outcome expectations. Logistic regression analyses were conducted to measure the associations between these factors and participants’ willingness to participate. Results: Trait openness to experience, and positive outcome expectations, were associated with a greater likelihood of willingness to participate, while negative outcome expectations predicted lower willingness. When controlling for all variables, negative expectancy emerged as the strongest and only significant predictor. Conclusions: The results show that negative outcome expectations play a role in who chooses to participate in psychedelic clinical trials, suggesting that current trials are biased toward including participants who are more risk tolerant. As psychedelic therapies enter mainstream medical practice, broader populations undergoing psychedelic treatment may not see the same therapeutic outcomes observed in current trials. These findings highlight the need to account for expectancy effects in study enrollment to prevent overestimation of efficacy and improve generalizability. Keywords: psychedelics, willingness to participate, expectations, personality, openness