Cited by 54Psychedelics and Drug StudiesMindfulness and Compassion InterventionsReligion, Spirituality, and Psychology

Prospective examination of the therapeutic role of psychological flexibility and cognitive reappraisal in the ceremonial use of ayahuasca

Open access
Agin-Liebes, Gabrielle, Zeifman, Richard, Luoma, Jason B, Garland, Eric L, Campbell, W Keith, Weiss, Brandon·2022·Journal of Psychopharmacology

Abstract

Background: Evidence suggests that psychedelic-assisted therapy carries transdiagnostic efficacy in the treatment of mental health conditions characterized by low mood and the use of avoidance coping strategies. Aims: While preliminary evidence suggests that psychological flexibility and emotion regulation processes play an important role within psychedelic therapy, this prospective study addressed methodological gaps in the literature and examined the ability of ayahuasca to stimulate acute states of cognitive reappraisal and long-term changes in psychological flexibility and mood. The study also explored whether moderating factors predisposed participants to experience therapeutic changes. Methods: Participants (N = 261) were recruited from three Shipibo ayahuasca retreat centers in Central and South America and completed assessments on mood, psychological flexibility, and acute ceremonial factors. Expectancy, demand characteristics, and invalid responding were controlled for with several validity scales. Results/Outcomes: Participants reported significant reductions in negative mood after three months, as well as increases in positive mood and psychological flexibility. Acute experiences of reappraisal during the ayahuasca ceremony exerted the strongest moderating effects on increases in positive mood and psychological flexibility. Increases in psychological flexibility statistically mediated the effects of acute psychological factors, including reappraisal, on changes in positive mood. Conclusions/Interpretation: These results highlight the role of acute psychological processes, such as reappraisal, and post-acute increases in psychological flexibility as putative mechanisms underlying positive outcomes associated with psychedelics. These results also provide support for the integration of third-wave and mindfulness-based therapy approaches with psychedelic-assisted interventions. © The Author(s) 2022.

Integrity signals

Registry

Crossref · 10.1177/02698811221080165

Cites

83 of 84 references verified0 citation errors · 1 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

32 of 63 cited sources checked · 13 supported · 1 flagged · accuracy not yet measured

  • Premisecitation

    The attentional broadening facet of this process has been longitudinally linked to increases in decentering.

    “Notably, the attentional broadening facet of this process has been longitudinally linked to increases in “decentering” (Garland et al., 2017)”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Garland et al., 2017 source

      The Results (Multivariate path analysis) report the opposite temporal order: increases in decentering were associated with later increases in broadened awareness. The Discussion likewise says decentering at three months predicted broadened awareness at six months. Attentional control—not attentional broadening—was linked to later increases in decentering. (LLM, conf=0.86)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
  • Premisecitation

    These processes appear associated with adaptive changes in neuroticism, extraversion, agreeableness, and conscientiousness.

    “These processes appear to be associated with adaptive changes in neuroticism, extraversion, agreeableness, and conscientiousness (Weiss et al., 2021).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Weiss et al., 2021 source
  • Premisecitation

    Recent prospective studies indicate psychological flexibility is a key component in outcomes following psychedelic use.

    “A few recent studies, including three prospective studies, have suggested that psychological flexibility is a key component in psychedelic-induced outcomes (Close et al., 2020; Davis et al., 2020; Zeifman et al., 2020).”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Close et al., 2020 source
    • cites Davis et al., 2020 source

      The Abstract reports that increases in psychological flexibility mediated the association between acute psychedelic experiences and reported decreases in depression and anxiety, supporting its suggested role in outcomes. But it explicitly calls this a cross-sectional survey study and recommends future prospective studies; this source is not one of the prospective studies described in the citing sentence. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
    • cites Zeifman et al., 2020 source
  • Premisecitation

    Third-wave/mindfulness-based therapies and classic psychedelic therapies have produced moderate-to-large improvements relative to control conditions.

    “These interventions have shown particular promise in enhancing outcomes with moderate-to-large effect sizes compared to control conditions (Luoma et al., 2020; Öst, 2008).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Luoma et al., 2020 source
    • cites Öst, 2008

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Premisecitation

    Recent evidence suggests acute and post-acute cognitive reappraisal and psychological flexibility support introspection and reframing of difficult life experiences and negative core beliefs.

    “Among these cognitive-affective changes, recent evidence suggests that acute and post-acute experiences of cognitive reappraisal and psychological flexibility support introspection and the reframing of difficult life experiences and negative core beliefs (Weiss et al., 2021).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Weiss et al., 2021 source

      The Discussion describes reappraisal during ayahuasca ceremony as introspective reconsideration of difficult life experiences and negative core beliefs, and says it resembles psychological flexibility. The Results associate that acute reappraisal with later personality change, but do not establish post-acute reappraisal or psychological flexibility as experiences supporting the reframing claimed here. Page numbers are not available in our copy. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims. 29
  • Classified as probably not a substantial claim. 41
  • May combine two claims.

    Premisecitation

    Two prospective studies used naturalistic volunteer samples with high attrition (>50%), which may have introduced self-selection and sample biases limiting generalizability.

    “Second, although two of these studies employed prospective designs, their use of naturalistic, volunteer samples with high rates of attrition (> 50%) may have contributed self-selection and sample biases that limit generalizability (Close et al., 2020; Zeifman et al., 2020).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Close et al., 2020 source
    • cites Zeifman et al., 2020 source

      The Methods (Study 1 and Study 2, Procedures and Participants; page unavailable) describe prospective studies with volunteer recruitment, and the Discussion (Limitations and Future Research; page unavailable) identifies possible completer/attrition bias. But the reported follow-up nonresponse was 97 of 279 enrollees in Study 1 and 206 of 478 in Study 2—neither exceeds 50%. The claim’s >50% attrition figure is therefore not supported as stated by this paper. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Cognitive reappraisal is considered more effective than suppression or avoidance and has been proposed as a mechanism of CBT and mindfulness-based therapies.

    “Cognitive reappraisal is considered more effective than inhibitory strategies that involve suppression or avoidance (Aldao et al., 2010; Webb et al., 2012) and has been proposed as an underlying mechanism of cognitive-behavioral (CBT) and mindfulness-based therapies (Buhle et al., 2014; Sheppes et al., 2014; Teasdale et al., 2002).”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Aldao et al., 2010 source
    • cites Webb et al., 2012 source
    • cites Buhle et al., 2014 source

      The Introduction (page not provided) says that core elements of reappraisal are central to cognitive behavioral therapy, supporting the CBT portion of the clause attributed to Buhle et al. The paper does not identify mindfulness-based therapies or propose reappraisal as their underlying mechanism. The comparison with suppression or avoidance is cited to other sources in the sentence, not to Buhle et al. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Across three prospective samples, psychological flexibility increased and covaried over time with clinical outcomes such as depression and suicidality.

    “In particular, across three prospective samples, psychological flexibility showed signs of increasing and covarying over time with clinical outcomes including depression and suicidality (Close et al., 2020; Zeifman et al., 2020).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Close et al., 2020 source
    • cites Zeifman et al., 2020 source
  • May combine two claims.

    Premisecitation

    Several studies have found positive associations between ayahuasca use and emotional acceptance processes, supporting acute processing of previously avoided emotions and healthy emotion regulation strategies.

    “In addition, several studies have found positive associations between ayahuasca use and emotional acceptance processes, which appears to support the acute processing of previously avoided emotions and use of healthy emotion regulation strategies (Domínguez-Clavé et al., 2019; Franquesa et al., 2018; Sampedro et al., 2017; Soler et al., 2016, 2018).”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Domínguez-Clavé et al., 2019

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Franquesa et al., 2018 source

      The Results and Discussion (page numbers unavailable in our copy) report higher decentering scores among ayahuasca users; the paper defines decentering as observing thoughts and feelings in a detached manner. This supports an association with a process related to emotional acceptance, but the study does not establish acute processing of previously avoided emotions or the use of healthy emotion-regulation strategies. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites Sampedro et al., 2017 source

      The Discussion reports increased decentering and reduced judgmental and reactive attitudes after ayahuasca, supporting an association with acceptance-related capacities. The study concerns the post-acute period in healthy volunteers; it does not show acute processing of previously avoided emotions or directly establish the use of healthy emotion-regulation strategies. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    These therapies are proposed to work by stimulating psychological flexibility, reducing emotional avoidance, and increasing approach-oriented coping.

    “It has been proposed that they exert their effects through the stimulation of psychological flexibility processes that decrease emotional avoidance and increase approach-oriented emotional coping (Davis et al., 2020; Kashdan et al., 2020; Zeifman et al., 2020)”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Davis et al., 2020 source

      The Introduction proposes that psychedelic experiences may increase psychological flexibility and thereby help explain therapeutic effects. The Discussion links psychedelics to acceptance and committed behavior change, but our copy does not specifically say that the proposed pathway decreases emotional avoidance or increases approach-oriented emotional coping. No page numbers are available in the indexed passages. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites Kashdan et al., 2020 source
    • cites Zeifman et al., 2020 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Davis et al. (2021) found relations between an insight measure and adaptive changes in psychological flexibility, well-being, and life satisfaction after psychedelic use.

    “One example is the work of Davis et al. (2021) who, using a preliminary cross-sectional design, found relations between an original measure of insight (that appears theoretically comparable to cognitive reappraisal) and adaptive changes in psychological flexibility, well-being, and life satisfaction following use of a psychedelic.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Davis et al., 2021 source
  • May combine two claims.

    Premisecitation

    Two relevant studies used cross-sectional designs, which prevent analysis of process-level psychedelic changes and may be affected by retrospective bias.

    “First, two of the relevant studies used cross-sectional designs that inherently preclude analysis of process-level psychedelic changes and may be impacted by retrospective bias (Davis et al., 2020; Thiessen et al., 2018).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Davis et al., 2020 source

      The Method (Procedure; page unavailable) identifies this as a cross-sectional survey, and the Discussion (page unavailable) says retrospective reports may be biased by current affect and personality. The claim that this design precludes analysis of process-level changes is too absolute: the Method (Data Analyses; page unavailable) describes analyses of reported changes in psychological flexibility and a mediation model, though the study did not observe changes as they occurred. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
    • cites Thiessen et al., 2018 source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Because psychological flexibility and negative affect are highly correlated in prior studies, a competing model tested whether change in negative affect also had indirect effects between acute experiential factors and change in positive mood.

    “Due to the high correlation between psychological flexibility (indexed with the AAQ) and negative affect in previous studies (Rochefort et al., 2018; Tyndall et al., 2018; Wolgast, 2014), a competing model was also tested to determine whether change in negative affect also exerted significant indirect effects in the relation between acute experiential factors and change in positive mood.”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Rochefort et al., 2018 source
    • cites Tyndall et al., 2018 source

      Split into 2 atoms — 0 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • cites Wolgast, 2014 source
  • May combine two claims.

    Premisecitation

    Ayahuasca produces emotional dream-like experiences with cognitive-affective changes and spiritual insights that have been linked to substantial and enduring antidepressant effects.

    “Ayahuasca stimulates emotional dream-like experiences involving potent cognitive-affective changes and spiritual insights (Dobkin de Rios, 1971) that have been associated with substantial and enduring antidepressant effects (Palhano-Fontes et al., 2019; Weiss et al., 2021).”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Dobkin de Rios, 1971 source
    • cites Palhano-Fontes et al., 2019 source

      The Results report a large antidepressant effect versus placebo at day 7 and an association between improvement and one aspect of the acute experience, ‘transcendence of time and space.’ The study assessed outcomes only through day 7, so it does not establish antidepressant effects enduring beyond one week; the other measured mystical-experience factors were not significantly associated with improvement. The dream-like description is attached to a different citation. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites Weiss et al., 2021 source

      The Discussion (‘Does ceremonial use of ayahuasca prompt change in personality?’; page unavailable) reports a substantial decline in neuroticism that persisted three months after ceremony and says the result is consistent with previous findings on major depression. The Results (‘Examining moderation of personality change’; page unavailable) associate mystical experiences with larger declines in neuroticism, not with measured antidepressant effects. Weiss et al. therefore support a lasting, related personality change, but not the claimed link between those experiences and substantial, enduring antidepressant effects. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A cross-sectional study found that increases in psychological flexibility statistically mediated the link between acute insight, mystical experience, and decreases in depression and anxiety.

    “In a recent cross-sectional study, increases in psychological flexibility were found to statistically mediate the relation between acute insight, mystical experience, and decreases in depression and anxiety (Davis et al., 2020).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Davis et al., 2020 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Previous cross-sectional work suggests links between experiences of insight during a psychedelic and enhanced well-being and life satisfaction post-session.

    “These results build upon previous cross-sectional work suggesting links between experiences of insight during a psychedelic and enhanced well-being and life satisfaction post-session (Davis et al., 2021).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Davis et al., 2021 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Findings from recent research on group-based psychedelic experiences suggest that feelings of group belonging and connectedness predict psychological well-being and positive mood.

    “Findings from recent research on group-based psychedelic experiences suggest that feelings of group belonging and connectedness predict psychological well-being and positive mood (Forstmann et al., 2020; Kettner et al., 2021).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Forstmann et al., 2020 source
    • cites Kettner et al., 2021 source
  • May combine two claims.

    Premisecitation

    Decentering has been found to be dispositionally higher in ayahuasca users and shows evidence of being elevated 24 h post-ayahuasca.

    “Decentering has been found to be dispositionally higher in ayahuasca users (Franquesa et al., 2018) and shows evidence of being elevated 24 h post-ayahuasca (Murphy-Beiner and Soar, 2020; Soler et al., 2016).”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Franquesa et al., 2018 source
    • cites Murphy-Beiner and Soar, 2020 source
    • cites Soler et al., 2016 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Carhart-Harris and Friston's (2019) relaxed beliefs under psychedelics model proposes that psychedelics precipitate a freer and less constrained state of consciousness.

    “This notion is supported by Carhart-Harris and Friston’s (2019) relaxed beliefs under psychedelics model, which proposes that psychedelics precipitate a freer and less constrained states of consciousness.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Carhart-Harris and Friston, 2019 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Both the AAQ and AAQ-II may not discriminate from established measures of psychological distress.

    “However, several researchers have pointed out that both the AAQ and AAQ-II may not discriminate from established measures of psychological distress (Rochefort et al., 2018; Tyndall et al., 2018; Wolgast, 2014).”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites Rochefort et al., 2018 source
    • cites Tyndall et al., 2018 source

      The Limitations and Future research section (page unavailable) reports concerns about the AAQ-II’s validity as a measure of psychological flexibility and experiential avoidance. It does not discuss the original AAQ or say that either questionnaire fails to discriminate from established measures of psychological distress. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites Wolgast, 2014 source

      The Discussion (pp. 7–8) questions the AAQ-II’s discriminant validity and raises the possibility that associations involving the AAQ or AAQ-II and measures of psychological well-being reflect measurement overlap. The paper also notes criticism of the original AAQ’s discrimination from negative affectivity or neuroticism (p. 2). But its direct distress-item comparison used a scale constructed for this study, while it reports that the AAQ-II and the established BDI-II fit better as separate factors (p. 3); it therefore does not establish the stated concern for both questionnaires against established distress measures specifically. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Ayahuasca retreats tend to remain financially inaccessible to those who cannot afford the costs of the retreats and associated travel.

    “Ayahuasca retreats, which can cost up to several thousands of dollars, tend to remain financially inaccessible to those who cannot afford the costs of the retreats and associated travel (Adams et al., 2015).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Adams et al., 2015 source

      The closest passages discuss psychologists traveling to communities (Accompaniment in Healing, p. 14) and economic inequality (Denaturalizing Conventional (Scientific) Wisdom, p. 8). Searches for ayahuasca, retreat costs, and travel expenses found no passage addressing the financial accessibility of ayahuasca retreats. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The revised version of the AAQ-II improves upon the AAQ in psychometric consistency and has been widely used.

    “The revised version of the AAQ-II (Bond et al., 2011) improves upon the AAQ in its psychometric consistency and has been widely used in the literature.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Bond et al., 2011 source

      The General Discussion says the AAQ-II has stronger, more stable psychometric properties than the AAQ-I. But the section ‘The Acceptance and Action Questionnaire (AAQ)’ describes the original AAQ as widely used; our copy does not establish that the newly developed AAQ-II had been widely used in the literature. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Premisecitation

    For thousands of years, the shaman has been working effectively in ways that do not map directly onto modern Western psychology.

    “Indeed, for thousands of years, the shaman has been working effectively in ways that do not map directly onto modern Western psychology (Adams et al., 2015).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Adams et al., 2015 source

      In “Indigenizing Health: Social-Emotional Well-Being” (pp. 11–12), the paper describes Indigenous knowledge as time-tested, potentially effective, and sometimes poorly matched by mainstream psychological approaches. It does not mention shamans, establish a history of thousands of years, or state that their work has been effective. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The AAQ was updated in large part due to concerns over its psychometric limitations, including suboptimal construct validity.

    “The AAQ was updated in large part due to concerns over its psychometric limitations, including suboptimal construct validity (Cherry et al., 2021).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Cherry et al., 2021 source

      Section 4.4 (p. 10) identifies construct-validity concerns about the AAQ-II, and Section 1.2 (p. 2) says the AAQ-II followed the original AAQ. But the cited review does not say that psychometric limitations of the original AAQ were a major reason for updating it; its validity critique concerns the AAQ-II itself. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingown data

    AEI discomfort was significantly correlated only with AEI Reappraisal (r = 0.35, p < 0.001), MEQ-30 transcendence of time/space (r = 0.27, p < 0.001), and MEQ-30 ineffability (r = 0.25, p = 0.001).

    “except for the AEI discomfort factor, which demonstrated significant associations only with AEI Reappraisal (r = 0.35, p < 0.001), MEQ-30 transcendence of time/space (r = 0.27, p < 0.001), and MEQ-30 ineffability (r = 0.25, p = 0.001).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    No significant moderation effects were detected for demographic variables or retreat characteristics.

    “No significant moderation effects were detected for demographic variables or retreat characteristics (see Table 2).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The final sample was 91% non-Hispanic White.

    “91% non-Hispanic White, 2% Black, 6% Asian American/Native Hawaiian or Other Pacific Islander, 9% Latinx, and 3% American Indian/Native American”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Expectancy, demand characteristics, and invalid responding were controlled using several validity scales.

    “Expectancy, demand characteristics, and invalid responding were controlled for with several validity scales.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The MEQ-30 had Cronbach's alphas from 0.87 for Ineffability to 0.96 for Mystical.

    “Cronbach’s alphas ranged from 0.87 (Ineffability) to 0.96 (Mystical).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    Independent samples t-tests checked for sample bias between valid responders who missed one timepoint and those with no missing data on primary outcomes; all assumptions were met.

    “Prior to conducting the primary analyses, independent samples t-tests were conducted to test for the presence of sample bias driven by differences in personality characteristics between validly responding participants who missed one of the two timepoints (n = 36), and validly responding participants with no missing data (n = 261) on primary outcome measures. All assumptions were met.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationcitation

    These findings give preliminary support that psychological flexibility processes may be involved in psychedelic-induced changes and suggest it as a transdiagnostic therapeutic target.

    “These findings provide meaningful preliminary support for the notion that psychological flexibility processes may be involved in psychedelic-induced changes and suggest the potential for this component as a transdiagnostic therapeutic target.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The EDI had good internal consistency (α = 0.89).

    “Internal consistency was good (α = 0.89).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    In this study, PANAS Cronbach's alphas were 0.90 and 0.91 for positive affect and 0.88 and 0.85 for negative affect at baseline and 3-month follow-up.

    “Cronbach’s alphas in our study at baseline and 3-month follow-up, respectively, were 0.90 and 0.91 for PANAS-P and 0.88 and 0.85 for PANAS-N.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Watson et al., 1988 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The research team did not participate in retreat recruitment or ayahuasca administration.

    “The research team was not involved in the retreat recruitment or in the ayahuasca administrations.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Habitual use of cognitive reappraisal is associated with fewer depression symptoms, more positive emotions, and greater psychological well-being.

    “The habitual use of cognitive reappraisal has been associated with reduced symptoms of depression, increased positive emotions, and psychological well-being (Gross and John, 2003).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Gross and John, 2003 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Participants endorsing more than three Infrequency items and more than two Unlikely Virtue items were removed from analyses.

    “Participants who endorsed more than three Infrequency scale items and more than two Unlikely Virtue scale items were removed from analyses.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    To control for validity variables, the study examined self-reported change in primary variables among participants with no expectation of favorable change and among those with low baseline trait suggestibility.

    “To examine whether change in outcomes was present while controlling for validity variables, the study examined self-reported change in primary variables among participants who endorsed no expectation of favorable change and, in a separate group, among those who exhibited low trait suggestibility at baseline.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    A significance threshold of p < 0.01 was set for all analyses to reduce Type I error.

    “To reduce Type I error, across analyses, a statistical significance threshold was set at p < 0.01 for all analyses.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    Data for acute experience measures were excluded for 11 participants based on a cut-off of strong or extreme endorsement of all three overreporting items.

    “Based on this cut-off, data for measures indexing acute experience were excluded for 11 participants.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Criterion validity of AEI subscales was assessed via correlations with change scores in psychological flexibility and trait affect.

    “Criterion validity (or predictive validity) was assessed by examining correlations between AEI subscales and change scores in study outcomes (i.e. psychological flexibility, trait affect).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Another study found that emotion regulation ability cross-sectionally mediated the link between psychedelic use and lower intimate partner violence.

    “Another study found that emotion regulation ability cross-sectionally mediated the relation between psychedelic use and lower intimate partner violence (Thiessen et al., 2018).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Thiessen et al., 2018 source
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    The icaro may encourage group members' productive engagement with challenging emotional content.

    “Third, the icaro, in which the shaman directs a prayer to an individual group member, may encourage group members’ productive engagement with challenging emotional content.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Psychedelics may decrease threat sensitivity and attenuate reactivity in brain regions associated with emotional processing during the acute phase.

    “Some data suggest that psychedelics may decrease threat sensitivity and attenuate reactivity in brain regions associated with emotional processing during the acute phase of a psychedelic session (Kraehenmann et al., 2015, 2016).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Kraehenmann et al., 2015, 2016

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Data from seven participants were removed pairwise because of inadequate time commitment and untimely completion.

    “Data were furthermore removed in pairwise manner for seven participants because of inadequate time commitment and untimely completion (i.e. the total survey time duration fell below one standard deviation or there was substantial deviation from their survey timepoints).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Acute psychological clarity, introspective awareness, and reappraisal during ayahuasca may upregulate dispositional psychological flexibility, which may in turn drive positive mood.

    “processes of acute psychological clarity, introspective awareness, and reappraisal of difficult life experiences during ayahuasca may upregulate a dispositional capacity for psychological flexibility, and increased psychological flexibility may, in turn, functionally drive positive mood.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Premisecitation

    There is increasing recognition of the importance of interpersonal and relational processes in models of mental health and psychosocial functioning.

    “Also relevant to this discussion is the increasing recognition of the importance of interpersonal and relational processes in models of mental health and psychosocial functioning (Maercker and Horn, 2012).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Maercker and Horn, 2012

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Study design and conductnone given

    The AEI Reappraisal scale may measure appraisal differently from how it is defined in CBT, ACT, and broader literature.

    “it is important to acknowledge potential differences between how appraisal is measured in this study and how it is defined in CBT, ACT, and the broader literature.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationcitation

    Ayahuasca and other classic psychedelics may lead to broadened metacognitive awareness accompanying psychological flexibility and reappraisal that contribute to organizing and resolving psychologically difficult content.

    “Ayahuasca and other classic psychedelics may lead to broadened metacognitive awareness accompanying psychological flexibility and reappraisal that contribute to organizing and resolving psychologically difficult content through acute engagement with intense emotions and memories”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Garland and Fredrickson's (2019) mindfulness-to-meaning theory posits that metacognitive effects of mindfulness are integral to psychedelic experience and function to disrupt default habits of self-referential processing, stimulate attentional broadening, and elicit positive emotions.

    “Another potentially convergent model, Garland and Fredrickson’s (2019) mindfulness-to-meaning theory, posits that the metacognitive effects of mindfulness are integral to psychedelic experience and function to disrupt default habits of self-referential processing, stimulate attentional broadening, and elicit positive emotions.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Garland and Fredrickson, 2019 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    All data met assumptions of normality according to guidelines by Hair et al. (2010) and Byrne (2010).

    “All data met assumptions of normality according to guidelines indicated by Hair et al. (2010) and Byrne (2010).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Hair et al., 2010

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Byrne, 2010

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationreasoning

    The ayahuasca ceremony presents individuals with states of psychological difficulty, and the group format displays this process to other group members.

    “Second, the ayahuasca ceremony appears to present individuals with states of psychological difficulty (both psychological and physical), and the group format baldly displays this process to other group members.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    Of 330 recruited participants, 10 (3%) met criteria for invalid responding on the Elemental Psychopathy Assessment validity scales, leaving 320 validly responding participants with data from at least one timepoint.

    “Of the 330 participants who were recruited, 3% (n = 10) met criteria for invalid responding based on the Elemental Psychopathy Assessment (Lynam et al., 2011) validity scales, leaving a sample of 320 validly responding participants possessing data from at least one timepoint.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Lynam et al., 2011

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The therapeutic effects of psychedelic experiences reflect synergies between pharmacological actions, mind-set, setting, and ontological frameworks.

    “It is widely accepted that the therapeutic effects of psychedelic experiences reflect synergies between pharmacological actions, mind-set, setting, and ontological frameworks (i.e. philosophies about the nature of being and existence; Hartogsohn, 2016).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hartogsohn, 2016 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The final sample consisted of 261 participants after 69 were removed for not providing 3-month follow-up data, an 18% attrition rate.

    “The final sample consisted of 261 participants after 69 were removed because of not providing 3-month follow-up data (18% attrition rate; 166 self-identified males and 94 self-identified females; mean age = 34.8 (SD = 10.0); 91% non-Hispanic White, 2% Black, 6% Asian American/Native Hawaiian or Other Pacific Islander, 9% Latinx, and 3% American Indian/Native American).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The detachment component of decentering may support psychological flexibility by reducing reactivity to negative thoughts/beliefs and assist cognitive reappraisal.

    “The detachment component of decentering may support psychological flexibility by reducing reactivity to the putative claims of one’s negative thoughts/beliefs and assist cognitive reappraisal”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning

    Psychedelics may enhance the capacity for flexibility in adopting new perspectives, reappraisals, and conclusions.

    “Psychedelics may furthermore enhance the capacity for flexibility in adopting new perspectives, reappraisals, and conclusions based on this contextual information.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Classic psychedelics increase the malleability of self-related processing and reduce, in a potentially enduring way, the negative psychological impact of ruminative cognitive-affective repertoires.

    “Our results provide further support for the assertion that classic psychedelics increase the malleability of self-related processing and reduce, in a potentially enduring way, the negative psychological impact of ruminative cognitive-affective repertoires.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Change in psychological flexibility did not statistically mediate relations between acute factors and negative affect, which would be expected if the constructs merely overlap.

    “It is notable, nevertheless, that change in psychological flexibility did not statistically mediate relations between acute factors and negative affect, which would be expected if the constructs merely overlap.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Study design and conductnone given

    The study employed methodological safeguards to decrease placebo, expectancy, and demand threats.

    “The study employed a series of methodological safeguards, however, to decrease placebo, expectancy, and demand threats.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The concentrations of key active compounds in ayahuasca are difficult to quantify due to heterogeneity of preparation methods.

    “The concentrations of key active compounds found in ayahuasca (i.e. DMT, tetrahydroharmine, harmine, and harmaline) are notoriously difficult to quantify given the substantial heterogeneity of ayahuasca preparation methods, which renders rigorous standardization of future medicinal use of ayahuasca a key challenge (Kaasik et al., 2021).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Kaasik et al., 2021 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Measures of affect were not global assessments but assessments of self-reported affect over the preceding week.

    “Next, it bears noting that our measures of affect were not global assessments; rather they were assessments of self-reported affect over the preceding week.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    The results suggest that ayahuasca ceremonial experience produces therapeutic outcomes, in part, through promoting cognitive reappraisal, mystical experience, positive mood, and psychological clarity acutely, and psychological flexibility dispositionally.

    “The results are suggestive that ayahuasca ceremonial experience produces therapeutic outcomes, in part, through promoting cognitive reappraisal, mystical experience, positive mood, and psychological clarity acutely, and psychological flexibility dispositionally.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Due to an administrative error, two items were accidentally excised from the final version of the AAQ administered to participants.

    “In addition, due to an administrative error, two items were accidentally excised from the final version of the AAQ administered to participants.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning

    Medical and psychiatric screening procedures were not standardized across sites, which limits internal validity while increasing external validity.

    “while each of the participating retreat centers conducted medical and psychiatric screening of individuals prior to enrollment, these procedures were not standardized across sites. While this heterogeneity increases the study’s external validity, it limits its internal validity.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning

    The absence of a control group and lack of strict eligibility criteria mean it cannot be determined whether improvements are directly attributable to ayahuasca ceremonies or other uncontrolled variables.

    “The most notable limitations are the absence of a control group and the lack of strict eligibility criteria for participation in the ayahuasca retreats, which the naturalistic design of the study precluded. Therefore, it cannot be ascertained whether therapeutic improvements are directly attributable to participants’ ayahuasca ceremonies or other uncontrolled variables.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    Participants were primarily White and middle-to-upper middle class.

    “Finally, while the study sample was relatively diverse with regard to educational backgrounds, participants were primarily White and middle-to-upper middle class.”
    Quote in the paperSubstantial claim
61 of 61
  • The paper relies on this without support.

    Changes in mood and psychological flexibility at the 3-month follow-up are attributable to the ayahuasca ceremony rather than to other factors.

    “Assessments were performed at two timepoints (i.e. 2 weeks before the retreat (baseline) and 3 months after the retreat).”
  • The paper relies on this without support.

    The three retreat centers' ayahuasca ceremonies are sufficiently similar to pool participants for analysis.

    “A total 330 participants were recruited from three ayahuasca retreat centers across Central and South America: Arkana Spiritual Center (Requena, Loreto, Peru), Soltara Healing Center (Gulf of Nicoya, Costa Rica), and La Medicina (Cordilliera Escalera mountain range, Peru).”
  • The paper relies on this without support.

    The AEI Reappraisal subscale validly measures both cognitive reappraisal and psychological flexibility.

    “This factor is also thought to index psychological flexibility in reflecting productive engagement with challenging psychological content (“I identified aspects of myself that cause me pain”) and the initiative to enact valued actions (e.g. “I felt capable of living courageously”).”
  • The paper relies on this without support.

    The AEI Reappraisal scale validly measures cognitive reappraisal as intended.

    “The AEI Reappraisal scale is a novel measure that was piloted in the primary study (Weiss et al., 2021) and has not yet undergone comprehensive psychometric validation.”
  • The paper relies on this without support.

    The AAQ validly measures psychological flexibility despite its psychometric limitations.

    “The AAQ was updated in large part due to concerns over its psychometric limitations, including suboptimal construct validity (Cherry et al., 2021).”
5 of 5

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Specific traits of the psychedelic experience, such as acceptance-related experiences, mystical experiences, or reappraisal of negative emotion, are relevant mediators of the therapeutic outcomes of psychedelic-assisted psychotherapy.

    “Current research points toward specific traits of the psychedelic experience as relevant mediators of the therapeutic outcomes of PAP, such as acceptance-related experiences, the presence of mystical experiences, or the reappraisal of negative emotion (52–55).”

    From Ayahuasca-assisted meaning reconstruction therapy for grief: a non-randomized clinical trial protocol (2025) · cites this paper as [55]

    The Discussion (page unavailable) suggests that cognitive reappraisal and mystical experience may contribute to therapeutic outcomes, while the Introduction describes psychological flexibility as a potential therapeutic process. However, this study examined ceremonial ayahuasca use rather than psychedelic-assisted psychotherapy, and the Discussion says its proposed mediation pathway cannot establish causation without a control group. (LLM, conf=0.83)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Moderation by AEI reappraisal reported with incompatible p-values

    Minor

    The same AEI reappraisal moderation effect is described once as significant at p < 0.001 and elsewhere as p = 0.008. Those statements cannot both be the reported p-value for the same effect.

  • Two different p-values are given for the same reappraisal effect

    Minor

    The reported moderation effect on psychological flexibility has the same coefficient and standard error in both passages, but its p-value changes from below 0.001 to 0.008.

  • Positive correlations are interpreted opposite to the defined change score

    Minor

    The methods define change as baseline minus follow-up. Under that definition, a positive correlation between an acute factor and psychological-flexibility or positive-affect change indicates a greater decrease, whereas the results describe those positive correlations as greater increases.

  • Follow-up loss count is ten too high

    Minor

    The paper says 320 validly responding participants remained and the final sample contained 261. That leaves 59, not 69, lost between those counts; the reported 18% attrition is consistent with 59 of 320.

    Reported 69 · recomputed 59

4 of 4

Cites

Flagged first, then by citations

Cited by

Sorted by citations

Authors
Agin-Liebes, G., Zeifman, R., Luoma, J. B., Garland, E. L., Campbell, W. K., & Weiss, B.
Affiliations
  • University of California, San Francisco (US)
  • Toronto Metropolitan University (CA)
  • Research and Training Center, Portland Psychotherapy Clinic, Portland, OR, USA
  • University of Utah (US)
  • University of Georgia (US)
Corresponding author
Agin-Liebes, Gabrielle
Venue
Journal of Psychopharmacology
Published
2022-03
Volume
36
Issue
3
Pages
295-308
ISSN
  • 0269-8811 (ISSN-L)
  • 1461-7285
OpenAlex
W4220790925
Cited by
54
References
83
Citations by year
2026: 7 · 2025: 13 · 2024: 16 · 2023: 12 · 2022: 6
FWCI
10.72
Type
journal article
Language
en
Open access
Locations
  • Journal of Psychopharmacology (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
National Institute on Drug Abuse (T32DAA00725)
Topics
  • Social Sciences › Psychology › Clinical Psychology › Psychedelics and Drug Studies
  • Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
  • Social Sciences › Health › Religion, Spirituality, and Psychology
Keywords
ayahuasca, psychedelic therapy, psychological flexibility, cognitive reappraisal, emotion regulation, mood, ceremonial use, Shipibo, positive mood, negative mood, third-wave therapies, mindfulness-based interventions, therapeutic mechanisms
MeSH terms
Cognition, Hallucinogens, Humans, Prospective Studies, Banisteriopsis, Mindfulness

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-09-28.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-28.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review