Abstract
Socioeconomic status (SES) substantially influences mental health outcomes and treatment access, yet its reporting in psychedelic-assisted therapy trials remains underexplored. Here we systematically reviewed 98 articles (49 primary trials and 49 secondary analyses) published between 2006 and 2024 examining classic psychedelics and MDMA for mental health conditions. Only 12% of primary trials reported participant income data, and 31% reported educational attainment. In US-based trials, participants showed markedly higher SES than the general population: 93% had some college education (versus 62% nationally), and median incomes in major trials substantially exceeded the national median for all workers. Non-US trials showed variable patterns. This widespread underreporting of SES data and evidence of socioeconomic disparities, particularly in US trials, highlights an urgent need for standardized SES reporting and targeted strategies to improve socioeconomic diversity in psychedelic-assisted therapy research, ensuring broader generalizability and access to these emerging treatments.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 digital issues and online access to articles
$79.00 per year
only $6.58 per issue
Buy this article
- Purchase on SpringerLink
- Instant access to the full article PDF.
USD 39.95
Prices may be subject to local taxes which are calculated during checkout

Similar content being viewed by others
Data availability
The data that support the findings of this study are available from the corresponding author upon reasonable request. This study conducted a systematic review of published literature, and all primary data sources are cited within the manuscript. No new data were generated in this study. The search strategy, inclusion and exclusion criteria and data extraction methods are detailed in the Methods.
References
Galvão-Coelho, N. L. et al. Classic serotonergic psychedelics for mood and depressive symptoms: a meta-analysis of mood disorder patients and healthy participants. Psychopharmacology 238, 341–354 (2021).
Luoma, J. B., Chwyl, C., Bathje, G. J., Davis, A. K. & Lancelotta, R. A meta-analysis of placebo-controlled trials of psychedelic-assisted therapy. J. Psychoact. Drugs 52, 289 (2020).
Belouin, S. J. et al. Policy considerations that support equitable access to responsible, accountable, safe, and ethical uses of psychedelic medicines. Neuropharmacology 219, 109214 (2022).
Mehtani, N. J., Anderson, B. T. & Mitchell, J. M. Psychedelics in addiction treatment—navigating a sociopolitical rift. JAMA Neurol. 81, 313–314 (2024).
Michaels, T. I., Purdon, J., Collins, A. & Williams, M. T. Inclusion of people of color in psychedelic-assisted psychotherapy: a review of the literature. BMC Psychiatry 18, 245 (2018).
Morales, J., Quan, E., Arshed, A. & Jordan, A. Racial disparities in access to psychedelic treatments and inclusion in research trials. Psychiatr. Ann. 52, 494–499 (2022).
Hughes, M. E. & Garcia-Romeu, A. Ethnoracial inclusion in clinical trials of psychedelics: a systematic review. eClinicalMedicine 74, 102711 (2024).
George, J. R., Michaels, T. I., Sevelius, J. & Williams, M. T. The psychedelic renaissance and the limitations of a white-dominant medical framework: a call for indigenous and ethnic minority inclusion. J. Psychedelic Stud. 4, 4–15 (2020).
Williams, D. R., Priest, N. & Anderson, N. Understanding associations between race, socioeconomic status and health: patterns and prospects. Health Psychol. 35, 407–411 (2016).
Largent, E. A. & Lynch, H. F. Addressing financial barriers to enrollment in clinical trials. JAMA Oncol. 4, 913–914 (2018).
Sharrocks, K., Spicer, J., Camidge, D. R. & Papa, S. The impact of socioeconomic status on access to cancer clinical trials. Br. J. Cancer 111, 1684–1687 (2014).
Ortiz, C. E. et al. Special considerations for evaluating psilocybin-facilitated psychotherapy in vulnerable populations. Neuropharmacology 214, 109127 (2022).
Darin-Mattsson, A., Fors, S. & Kåreholt, I. Different indicators of socioeconomic status and their relative importance as determinants of health in old age. Int. J. Equity Health 16, 173 (2017).
Duncan, G. J., Daly, M. C., McDonough, P. & Williams, D. R. Optimal indicators of socioeconomic status for health research. Am. J. Public Health 92, 1151–1157 (2002).
Mõttus, R. et al. Towards understanding the links between health literacy and physical health. Health Psychol. 33, 164–173 (2014).
Stormacq, C., Van den Broucke, S. & Wosinski, J. Does health literacy mediate the relationship between socioeconomic status and health disparities? Integrative review. Health Promot. Int. 34, e1–e17 (2019).
Kutcher, S., Wei, Y. & Coniglio, C. Mental health literacy: past, present, and future. Can. J. Psychiatry 61, 154–158 (2016).
Brijnath, B., Protheroe, J., Mahtani, K. R. & Antoniades, J. Do web-based mental health literacy interventions improve the mental health literacy of adult consumers? Results from a systematic review. J. Med. Internet Res. 18, e165 (2016).
Gorczynski, P. & Sims-Schouten, W. Evaluating mental health literacy amongst US college students: a cross sectional study. J. Am. College Health 72, 676–679 (2024).
Bonabi, H. et al. Mental health literacy, attitudes to help seeking, and perceived need as predictors of mental health service use: a longitudinal study. J. Nerv. Ment. Dis. 204, 321–324 (2016).
Halme, M. et al. Educational level and the use of mental health services, psychotropic medication and psychotherapy among adults with a history of physician diagnosed mental disorders. Int. J. Soc. Psychiatry 69, 493–502 (2023).
Alegria, M., Sud, S., Steinberg, B. E., Gai, N. & Siddiqui, A. Reporting of participant race, sex, and socioeconomic status in randomized clinical trials in general medical journals, 2015 vs 2019. JAMA Netw. Open 4, e2111516 (2021).
Brewerton, T. D. et al. MDMA-assisted therapy significantly reduces eating disorder symptoms in a randomized placebo-controlled trial of adults with severe PTSD. J. Psychiatr. Res. 149, 128–135 (2022).
Bogenschutz, M. P. et al. Percentage of heavy drinking days following psilocybin-assisted psychotherapy vs placebo in the treatment of adult patients with alcohol use disorder: a randomized clinical trial. JAMA Psychiatry 79, 953–962 (2022).
Raison, C. L. et al. Single-dose psilocybin treatment for major depressive disorder: a randomized clinical trial. JAMA 330, 843–853 (2023).
2022 US Census. US Census Bureau https://www.census.gov/data/tables/2022/demo/educational-attainment/cps-detailed-tables.html (2023).
von Rotz, R. et al. Single-dose psilocybin-assisted therapy in major depressive disorder: a placebo-controlled, double-blind, randomised clinical trial. EClinicalMedicine 56, 101809 (2023).
Human Development Reports (United Nations Development Programme, 2024); https://hdr.undp.org/data-center/specific-country-data
European Commission. Organisation of the education system and of its structure. Eurydice https://eurydice.eacea.ec.europa.eu/national-education-systems/switzerland/organisation-education-system-and-its-structure (2024).
Education and Science (Federal Statistical Office of Switzerland, 2024); https://www.bfs.admin.ch/bfs/en/home/statistics/education-science.html
Bouso, J. C., Doblin, R., Farré, M., Alcázar, M. A. & Gómez-Jarabo, G. MDMA-assisted psychotherapy using low doses in a small sample of women with chronic posttraumatic stress disorder. J. Psychoact. Drugs 40, 225–236 (2008).
Espinosa, C. Spain: higher education attainment 2007–2023. Statista https://www.statista.com/statistics/434833/spain-adults-with-upper-secondary-or-tertiary-education-attainment/ (2024).
Palhano-Fontes, F. et al. Rapid antidepressant effects of the psychedelic ayahuasca in treatment-resistant depression: a randomized placebo-controlled trial. Psychol. Med. 49, 655–663 (2019).
Education GPS (Organization for Economic Cooperation and Development, 2024); https://gpseducation.oecd.org/CountryProfile?primaryCountry=BRA
Craide, S. Minimum wage at $224.57 as of January. Agência Brasil https://agenciabrasil.ebc.com.br/en/economia/noticia/2015-12/minimum-wage-22457-january (2015).
Johnson, S. B. & Anderson, P. L. Don’t ask, don’t tell: a systematic review of the extent to which participant characteristics are reported in social anxiety treatment studies. Anxiety Stress Coping 29, 589–605 (2016).
Polo, A. J. et al. Diversity in randomized clinical trials of depression: a 36-year review. Clin. Psychol. Rev. 67, 22–35 (2019).
Williams, C. P., Senft Everson, N., Shelburne, N. & Norton, W. E. Demographic and health behavior factors associated with clinical trial invitation and participation in the United States. JAMA Netw. Open 4, e2127792 (2021).
Scott, K. M. et al. Associations between subjective social status and DSM-IV mental disorders: results from the World Mental Health surveys. JAMA Psychiatry 71, 1400–1408 (2014).
Baum, A., Garofalo, J. P. & Yali, A. M. Socioeconomic status and chronic stress. Does stress account for SES effects on health? Ann. N. Y. Acad. Sci. 896, 131–144 (1999).
Crielaard, L., Nicolaou, M., Sawyer, A., Quax, R. & Stronks, K. Understanding the impact of exposure to adverse socioeconomic conditions on chronic stress from a complexity science perspective. BMC Med. 19, 242 (2021).
Kirby, J. B. & Kaneda, T. Neighborhood socioeconomic disadvantage and access to health care. J. Health Soc. Behav. 46, 15–31 (2005).
Maurer, J. et al. Socioeconomic status, protective factors, and mental health problems in transition from adolescence to emerging adulthood: results of the longitudinal BELLA study. Child Psychiatry Hum. Dev. https://doi.org/10.1007/s10578-023-01582-1 (2023).
Clinical trials map. UC Berkeley Center for the Science of Psychedelics https://psychedelics.berkeley.edu/clinical-trials-map/ (2025).
Goodwin, G. M., Malievskaia, E., Fonzo, G. A. & Nemeroff, C. B. Must psilocybin always “assist psychotherapy”? Am. J. Psychiatry 181, 20–25 (2024).
Yockey, R. A., Vidourek, R. A. & King, K. A. Trends in LSD use among US adults: 2015–2018. Drug Alcohol Depend. 212, 108071 (2020).
Keyes, K. M. & Patrick, M. E. Hallucinogen use among young adults ages 19–30 in the United States: changes from 2018 to 2021. Addiction 118, 2449–2454 (2023).
Kruger, D. J., Glynos, N. G., Fields, C. W., Herberholz, M. & Boehnke, K. F. An assessment of psychedelic knowledge among people using psychedelics naturalistically. J. Psychoact. Drugs 55, 420–424 (2023).
Viña, S. M. & Stephens, A. L. Minorities’ diminished psychedelic returns. Drug Sci. Policy Law 9 https://doi.org/10.1177/20503245231184638 (2023).
Jones, G. M. Race and ethnicity moderate the associations between lifetime psychedelic use (MDMA/ecstasy and psilocybin) and major depressive episodes. J. Psychopharmacol. 37, 61–69 (2023).
Finegan, M., Firth, N., Wojnarowski, C. & Delgadillo, J. Associations between socioeconomic status and psychological therapy outcomes: a systematic review and meta‐analysis. Depression Anxiety 35, 560–573 (2018).
Mills, J. A. et al. Socioeconomic predictors of treatment outcome in adults with major depressive disorder: an analysis of the CO-MED trial. Psychiatr. Serv. 73, 965–969 (2022).
Eisner, B. Set, setting, and matrix. J. Psychoact. Drugs 29, 213–216 (1997).
Neitzke-Spruill, L. Race as a component of set and setting: How experiences of race can influence psychedelic experiences. J. Psychedelic Stud. 4, 51–60 (2019).
Noorani, T. Containment matters: set and setting in contemporary psychedelic psychiatry. Philos. Psychiatry Psychol. 28, 201–216 (2021).
Wolff, M. et al. Measuring psychotherapeutic processes in the context of psychedelic experiences: validation of the General Change Mechanisms Questionnaire (GCMQ). J. Psychopharmacol. 38, 432–457 (2024).
Marseille, E., Bertozzi, S. & Kahn, J. G. The economics of psychedelic-assisted therapies: a research agenda. Front. Psychiatry 13, 1025726 (2022).
Carr, J. M. Development of Standards for the Collection of Socioeconomic Status in Health Surveys Conducted by the Department of Health and Human Services (National Committee on Vital and Health Statistics, 2012).
Measuring Socioeconomic Status and Subjective Social Status (American Psychological Association, 2015); https://www.apa.org/pi/ses/resources/class/measuring-status
Adler, N. E., Epel, E. S., Castellazzo, G. & Ickovics, J. R. Relationship of subjective and objective social status with psychological and physiological functioning: preliminary data in healthy white women. Health Psychol. 19, 586–592 (2000).
Brennan, W., Kelman, A. R. & Belser, A. B. A systematic review of reporting practices in psychedelic clinical trials: psychological support, therapy, and psychosocial interventions. Psychedelic Med. 1, 218–229 (2023).
Griffiths, R. R., Richards, W. A., McCann, U. & Jesse, R. Psilocybin can occasion mystical-type experiences having substantial and sustained personal meaning and spiritual significance. Psychopharmacology 187, 268–283 (2006).
Anderson, B. T. et al. Psilocybin-assisted group therapy for demoralized older long-term AIDS survivor men: an open-label safety and feasibility pilot study. EClinicalMedicine 27, 100538 (2020).
Bogenschutz, M. P. et al. Psilocybin-assisted treatment for alcohol dependence: a proof-of-concept study. J. Psychopharmacol. 29, 289–299 (2015).
Carhart-Harris, R. L. et al. Psilocybin with psychological support for treatment-resistant depression: an open-label feasibility study. Lancet Psychiatry 3, 619–627 (2016).
Carhart-Harris, R. et al. Trial of psilocybin versus escitalopram for depression. N. Engl. J. Med. 384, 1402–1411 (2021).
D’Souza, D. C. et al. Exploratory study of the dose-related safety tolerability and efficacy of dimethyltryptamine (DMT) in healthy volunteers and major depressive disorder. Neuropsychopharmacology 47, 1854–1862 (2022).
Davis, A. K. et al. Effects of psilocybin-assisted therapy on major depressive disorder. JAMA Psychiatry 78, 481–489 (2021).
Griffiths, R. R. et al. Psilocybin produces substantial and sustained decreases in depression and anxiety in patients with life-threatening cancer: a randomized double-blind trial. J. Psychopharmacol. 30, 1181–1197 (2016).
Johnson, M. W., Garcia-Romeu, A., Cosimano, M. P. & Griffiths, R. R. Pilot study of the 5-HT2AR agonist psilocybin in the treatment of tobacco addiction. J. Psychopharmacol. 28, 983–992 (2014).
Ross, J. et al. Rapid and sustained symptom reduction following psilocybin treatment for anxiety and depression in patients with life-threatening cancer: a randomized controlled trial. J. Psychopharmacol. 30, 1165–1180 (2016).
Schneier, F. R. et al. Pilot study of single-dose psilocybin for serotonin reuptake inhibitor-resistant body dysmorphic disorder. J. Psychiatr. Res. 161, 364–370 (2023).
Sloshower, J. et al. Psilocybin-assisted therapy for major depressive disorder: an exploratory placebo-controlled fixed-order trial. J. Psychopharmacol. 37, 698–706 (2023).
Mitchell, J. M. et al. MDMA-assisted therapy for severe PTSD: a randomized double-blind placebo-controlled phase 3 study. Nat. Med. 27, 1025–1033 (2021).
Acknowledgements
N.J.M. is funded by the National Center for Advancing Translational Sciences (2KL2TR001870). The funders had no role in the study design, data collection and analysis, decision to publish or preparation of the manuscript.
Author information
Authors and Affiliations
Contributions
D.H.G. and K.R.M. were involved in all stages of the project, including planning, conducting the systematic review, writing and editing. N.J.M. assisted with planning, systematic review and editing. B.T.A. and J.M.M. contributed to planning and provided editorial feedback. L.L.D. provided editorial feedback. P.S.H. oversaw the project, contributed to planning and editorial feedback, and served as the corresponding author.
Corresponding author
Ethics declarations
Competing interests
D.H.G., K.R.M., B.T.A., L.L.D., N.J.M. and J.M.M. have no competing interests with for-profit entities to declare. P.S.H. was previously in paid advisory relationships with Eleusis Benefit Corporation, Journey Colab Corporation, Reset Pharmaceuticals Inc. and Silo Pharma and is currently in a paid advisory relationship with Bright Minds Bioscience Ltd and has stock options with Beckley Psytech. P.S.H. is also a co-founder of Equulus Therapeutics and Mycelial Health.
Peer review
Peer review information
Nature Mental Health thanks Paige Seath, Richard J. Zeifman and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Supplementary Information (download PDF )
This file contains the search terms used to conduct the systematic review in PubMed.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Grossman, D.H., Madden, K.R., Mehtani, N.J. et al. A systematic review of income and education reporting in psychedelic clinical trials. Nat. Mental Health 3, 567–574 (2025). https://doi.org/10.1038/s44220-025-00417-3
Received:
Accepted:
Published:
Version of record:
Issue date:
DOI: https://doi.org/10.1038/s44220-025-00417-3
This article is cited by
-
Prevalence, types, and demographic characteristics associated with major life changes following psychedelic use
Scientific Reports (2026)
-
Quantitative and qualitative influences of spiritual connection and natural imagery on perception of art in clinical psychedelic dosing settings
Scientific Reports (2025)
-
Meaning and Purpose Therapy Modified for Psilocybin (P-MaP): A Treatment Model for Palliative Care Patients
Journal of Health Service Psychology (2025)


