Spatiotemporal Mapping of Online Interest in Cannabis and Popular Psychedelics before and during the COVID-19 Pandemic in Poland
Ahmed Al-Imam, Marek A Motyka, Zuzanna Witulska, Manal Younus, Michal Michalak
International Journal of Environmental Research and Public Health May 29, 2022 DOI: 10.3390/ijerph19116619 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Observational study using time series analysis and clustering Peer reviewed |
|---|---|
| Population | Online search queries in Poland from January 2017 to January 2022 |
| Duration | 5-year period from 1 January 2017 to 1 January 2022 |
| Topics | Ayahuasca Cannabis |
| Keywords | Holt–winters exponential smoothing Clustering analysis Entheogens Hallucinogens Social anomie theory Spatiotemporal mapping Time series analysis Web analytics Substance trends: psilocybin Ergine Dxm Public health monitoring Online searches |
| Citations | 7 |
| Key findings | Twelve of twenty psychedelics had significant seasonal patterns in online searches, and the pandemic increased interest in psilocybin, ergine, and DXM. |
Abstract
Background: Psychedelics represent a unique subset of psychoactive substances that can induce an aberrant state of consciousness principally via the neuronal 5-HT2A receptor. There is limited knowledge concerning the interest in these chemicals in Poland and how they changed during the pandemic. Nonetheless, these interests can be surveyed indirectly via the web.
Objectives: We aim to conduct a spatial-temporal mapping of online information-seeking behavior concerning cannabis and the most popular psychedelics before and during the pandemic.
Methods: We retrieved online information search data via Google Trends concerning twenty of the most popular psychedelics from 1 January 2017 to 1 January 2022 in Poland. We conducted Holt–Winters exponential smoothing for time series analysis to infer potential seasonality. We utilized hierarchical clustering analysis based on Ward’s method to find similarities of psychedelics’ interest within Poland’s voivodships before and during the pandemic.
Results: Twelve (60%) psychedelics had significant seasonality; we proved that psilocybin and ayahuasca had annual seasonality (p-value = 0.0120 and p = 0.0003, respectively), and four substances—LSD, AL-LAD, DXM, and DOB—exhibited a half-yearly seasonality, while six psychedelics had a quarterly seasonal pattern, including cannabis, dronabinol, ergine, NBOMe, phencyclidine, and salvinorin A. Further, the pandemic influenced a significant positive change in the trends for three substances, including psilocybin, ergine, and DXM.
Conclusions: Different seasonal patterns exist for psychedelics, and some might correlate with school breaks or holidays in Poland. The pandemic induced some changes in the temporal and spatial trends. The spatial-temporal trends could be valuable information to health authorities and policymakers responsible for monitoring and preventing addictions.
Comparable studies
Other observational and cohort studies on cannabis, most cited first.
| Study | Year | Design | Participants |
|---|---|---|---|
| High-potency cannabis and the risk of psychosis People with first episode of psychosis and healthy controls from the local population | 2009 | Case-control study | n = 454 |
| Ayahuasca-Assisted Therapy for Addiction: Results from a Preliminary Observational Study in Canada Rural aboriginal population | 2013 | Observational study | |
| Impaired cognitive performance in drug free users of recreational ecstasy (MDMA) Otherwise healthy young people | 2000 | Observational | |
| Continued cannabis use and risk of incidence and persistence of psychotic symptoms: 10 year follow-up cohort study Individuals from the general population in Germany aged 14-24 at baseline | 2011 | Observational cohort | n = 1,923 |
| Cannabis-induced psychosis and subsequent schizophrenia-spectrum disorders: follow-up study of 535 incident cases Patients treated for cannabis-induced psychotic symptoms in Denmark between 1994 and... | 2005 | Observational cohort | n = 535 |
Citations in the library
Cited by 3
- Infoveillance and Critical Analysis of the Systematically Reviewed Literature on Dimethyltryptamine and the "God Molecule". Pharmaceuticals June 2, 2023
- Cultural Divergence in Psychedelic Use among Medical Students: An ESPAD-Adapted Survey among Poles and Iraqis. European Journal of Investigation in Health, Psychology and Education March 5, 2024
- Opinion Mining of Erowid's Experience Reports on LSD and Psilocybin-Containing Mushrooms. Drug safety May 1, 2025
Cites 16
- The Current Status of Psychedelics in Psychiatry. JAMA Psychiatry February 1, 2021
- The promises and perils of psychedelic pharmacology for psychiatry. Nature Reviews Drug Discovery June 1, 2022
- Motives and Side-Effects of Microdosing With Psychedelics Among Users The International Journal of Neuropsychopharmacology May 30, 2019
- The History of Psychedelics in Psychiatry Pharmacopsychiatry December 7, 2020
- Novel psychoactive substances: types, mechanisms of action, and effects BMJ January 25, 2017
and 11 more in the library