Literature DB >> 29709847

Big data on a big new market: Insights from Washington State's legal cannabis market.

Jonathan P Caulkins1, Yilun Bao2, Steve Davenport3, Imane Fahli2, Yutian Guo2, Krista Kinnard2, Mary Najewicz2, Lauren Renaud2, Beau Kilmer3.   

Abstract

INTRODUCTION: Voters in eight U.S. states have passed initiatives to legalize large-scale commercial production of cannabis for non-medical use. All plan or require some form of "seed-to-sale" tracking systems, which provide a view of cannabis market activity at a heretofore unimagined level of detail. Legal markets also create a range of new matters for policy makers to address. DATA: Publicly available data were obtained on approximately 45 million individually priced items purchased in the 35 million retail transactions that took place during the first two and a half years of Washington State's legal cannabis market. Records include product type (flower, extract, lotion, liquid edible, etc.), product name, price, and potency with respect to multiple cannabinoids, notably THC and CBD. Items sold can be traced back up the supply chain through the store to the processor and producer, to the level of identifying the specific production batch and mother plant, the firm that tested the product, and test results.
METHOD: Data visualization methods are employed to describe spatial-temporal patterns of multiple correlated attributes (e.g., price and potency) broken down by product. Text-analytic methods are used to subdivide the broad category of "extracts for inhalation" into more homogeneous sub-categories. To understand the competitiveness of the legal cannabis market in Washington we calculate the Herfindahl-Hirschman index (HHI) for processors and retailers.
RESULTS: Cannabis prices fell steadily and proportionally at the processor and retailer levels. Retail and wholesale price maintained a roughly 3:1 ratio for multiple product types after some initial fluctuations. Although a wide range of edibles are sold, they account for a modest share of consumer spending; extracts for inhalation are a larger and heterogeneous market segment. The HHI indicates the cannabis market is highly competitive at the processor level, but less so for retail markets at the county level.
CONCLUSIONS: Washington's state-legal cannabis market is diverse and rapidly evolving in terms of pricing, products, and organization. Post-legalization, researchers and policy makers may need to think in terms of a family of cannabis products, akin to how we think of new psychoactive substances and amphetamine-type stimulants, not a single drug "cannabis."
Copyright © 2018 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Cannabis; Drug policy; Extracts; Legalization; Potency; Prices

Mesh:

Year:  2018        PMID: 29709847     DOI: 10.1016/j.drugpo.2018.03.031

Source DB:  PubMed          Journal:  Int J Drug Policy        ISSN: 0955-3959


  10 in total

1.  GEOGRAPHICAL ACCESS TO RECREATIONAL MARIJUANA.

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2.  Associations between modes of cannabis use in daily life with concurrent and longitudinal hazardous use and consequences.

Authors:  Margaret F Bedillion; Parag O Dharbhamulla; Emily B Ansell
Journal:  Addict Behav       Date:  2021-12-10       Impact factor: 4.591

3.  Prevalence and modes of cannabis use among youth in Canada, England, and the US, 2017 to 2019.

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4.  Knowledge of Tetrahydrocannabinol and Cannabidiol Levels Among Cannabis Consumers in the United States and Canada.

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Journal:  Cannabis Cannabinoid Res       Date:  2020-10-29

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Authors:  Benedikt Fischer; Dimitri Daldegan-Bueno; Joseph M Boden
Journal:  Drug Alcohol Rev       Date:  2020-05-20

6.  The Prevalence of Vaping and Smoking as Modes of Delivery for Nicotine and Cannabis among Youth in Canada, England and the United States.

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Review 7.  Digital Medical Cannabis as Market Differentiator: Second-Generation Artificial Intelligence Systems to Improve Response.

Authors:  Yaron Ilan
Journal:  Front Med (Lausanne)       Date:  2022-01-24

8.  Analysis of the Aerosol Generated from Tetrahydrocannabinol, Vitamin E Acetate, and Their Mixtures.

Authors:  Vladimir B Mikheev; Alexander Ivanov
Journal:  Toxics       Date:  2022-02-15

9.  Association of Tetrahydrocannabinol Content and Price in Herbal Cannabis Products Offered by Dispensaries in California: A Purview of Consumers/Patients.

Authors:  MaryBeth Dobbins; Mannat Rakkar; Katharine Cunnane; Sarah D Pennypacker; Kimberly G Wagoner; Beth A Reboussin; E Alfonso Romero-Sandoval
Journal:  Front Public Health       Date:  2022-06-17

10.  Increasing potency and price of cannabis in Europe, 2006-16.

Authors:  Tom P Freeman; Teodora Groshkova; Andrew Cunningham; Roumen Sedefov; Paul Griffiths; Michael T Lynskey
Journal:  Addiction       Date:  2019-01-16       Impact factor: 6.526

  10 in total

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