ReviewJournal of cannabis research2022
Characteristics that influence purchase choice for cannabis products: a systematic review.
Review in Journal of cannabis research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
23 citing papers in PubMed.
- Cannabis dispensary exposure and smoked, vaped and edible cannabis use among young adults: Comparison of web-scraped and government-maintained registries.Addiction (Abingdon, England) · 2026Article
- Perceptions of Cannabis Vaping Advertising Messages and Warnings Among US Young Adults.Substance use & addiction journal · 2026Article
- High stakes: how legal cannabis pricing impacts the illicit market.Journal of cannabis research · 2026Article
- Cannabis use within the United States: Prevalence of cannabis use by state legal status and perceptions of benefit and harm.Drug and alcohol dependence reports · 2026Article
- How Consumers Transition Between Illicit and Legal Cannabis Markets in Early Legalization Periods? Evidence from a National Panel with a Recent Policy Shock.Research square · 2026Article
- Comparing the performance of narrow vs. broad search strategies when using machine learning-based software for title/abstract screening.Journal of the Medical Library Association : JMLA · 2026Article
- Intentions matter: How planned and unplanned alcohol and cannabis use influences outcomes.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2026Article
- Cannabis Use and Food Insecurity Risk Among U.S. Adults With And Without Children.American journal of preventive medicine · 2026Article
- Labeling of Cannabis Products From Licensed and Unlicensed Retailers in New York.American journal of preventive medicine · 2025Article
- Profiles of cannabis use and expense-related factors among US young adults.Addictive behaviors · 2025Article
- Developing an online cannabis store paradigm for Cannabis Regulatory Science.medRxiv : the preprint server for health sciences · 2025Article
- Self-Reported Cannabis Prices and Expenditures From Legal and Illegal Sources Five Years After Legalisation of Non-Medical Cannabis in Canada.Drug and alcohol review · 2025Article
- Understanding motives for illicit medicinal cannabis use: an exploratory analysis in a medical cannabis program.Journal of cannabis research · 2025Article
- Fanning the flame: analysing the emergence, implications, and challenges of Australia's de facto war on Nicotine.Harm reduction journal · 2025Article
- The Complex Relationship Between Cannabis Use and Mental Health: Considering the Influence of Cannabis Use Patterns and Individual Factors.CNS drugs · 2025Review
- Measuring the Association Between Cannabis Dispensary Density and Adult Consumption in a Statewide Setting: Does Urbanicity Matter?Cannabis (Albuquerque, N.M.) · 2025Article
- Emerging trends in cannabis administration for women with chronic pain.Mental health science · 2024Article
- Cannabis consumers' preferences for legal and illegal cannabis: evidence from a discrete choice experiment.BMC public health · 2024Article
- Examining attributes of retailers that influence where cannabis is purchased: a discrete choice experiment.Journal of cannabis research · 2024Article
- Exploring consumer preferences for cannabis edible products to support public health policy: A discrete choice experiment.PloS one · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
introductionWhen non-medical cannabis use became legal, government regulators implemented policies to encourage safer consumption through access to a regulated market. While this market is growing, sales still occur through unregulated channels. This systematic review identifies factors influencing cannabis purchasing to help policymakers understand why consumers still purchase illicit market cannabis (registered with PROSPERO CRD42020176079).
methodsA comprehensive search strategy included databases in health, business, and social science fields (inception to June 2020). Studies were eligible for inclusion if they were conducted with persons who purchase cannabis and examine at least one attribute that would influence purchase choice and were published in the English language. Studies could be of any methodological design. Two independent reviewers completed two levels of screening, and all extraction was verified by a second reviewer. A qualitative synthesis of the findings was completed. The quality of the included studies was assessed using the Mixed Methods Appraisal Tool.
resultsOf the 4839 citations screened, 96 were eligible for full-text review and 35 were included in the final synthesis. Aspects of price were the most common factors (27 studies). Twenty studies measured price elasticity; most studies found that demand was price inelastic. Many other attributes were identified (e.g., product quality, route of administration, product recommendations, packaging), but none were explored in depth. Eleven studies addressed aspects of product quality including demand elasticity based on quality, potency, and aroma. Studies also explored consumer-perceived "quality" but provided no definition; differences in quality appeared to impact consumer choice. Smoking cannabis appeared to be the preferred route of administration but was only examined in three studies. There was insufficient data to understand in the impact of other attributes on choice. There appeared to be preference heterogeneity for different attributes based on the consumer's experience, reason for use, and gender.
conclusionWhile price influences choices, demand is relatively inelastic. This suggests that consumers may be seeking lowest-cost, unregulated cannabis to avoid reducing consumption. Beyond price, there is a significant gap in our understanding of consumer choices. Perceived quality does appear to impact choice; however, more research is needed due to the lack of a recognized definition for cannabis quality.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.