MétaCan
Menu
Back to cohort
Record W4366273172 · doi:10.1108/yc-09-2021-1384

Cannabis infused soft drinks - buying behavior amongst Canadian students: An empirical study

2023· article· en· W4366273172 on OpenAlexaboutno aff
Mohamed Bilal Basha, Fazli Wahid, Gail Al Hafidh

Bibliographic record

VenueYoung Consumers Insight and Ideas for Responsible Marketers · 2023
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicConsumer Behavior in Brand Consumption and Identification
Canadian institutionsnot available
Fundersnot available
KeywordsContext (archaeology)MarketingPersonalityConsumption (sociology)CannabisOriginalityPsychologySampling frameConsumer behaviourSocial psychologyAdvertisingBusinessEnvironmental healthGeographyMedicineCreativitySociologySocial science

Abstract

fetched live from OpenAlex

Purpose This paper aims to investigate the attraction of cannabis-infused soft drinks beverages among young Canadian consumers in the wake of a rise in multimodal cannabis consumption. It is an area of accelerated growth potential, with little research data currently available, and findings would inform stakeholders in the soft drinks market. The research participants were all university students in Ontario province, Canada. Design/methodology/approach Random convenience sampling data collection techniques were used to gather data from the Ontario-based participants. Reliability, factors loading and multiple regression analysis were administered to understand the impact of factors towards positive attitude. Findings The results reveal that price, impulsive personality, social insecurity and social norms all have a positive influence towards positive attitude. However, energy, taste and past experience failed to show any relationship with positive attitude. The results suggest that the individual consumer’s personality and social context have greater influence than price, a useful insight into the market trends for stakeholders within the industry. Research limitations/implications The use of convenience sampling, due to the potentially sensitivity nature of the area of study, hinders the use of a sampling frame. Originality/value To the best of the authors’ knowledge, this study is the first of its kind to examine positive attitude with respect to cannabis-infused soft drinks among young consumers in Canada. It is of particular interest to stakeholders in the production and marketing sectors of the global beverage industry, and its findings will help inform this fledgling wing of that industry on how to move forward through the unknown territory with regard to consumer motivations.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.113
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0010.000
Scholarly communication0.0020.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.038
GPT teacher head0.319
Teacher spread0.281 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations5
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueYoung Consumers Insight and Ideas for Responsible MarketersSame topicConsumer Behavior in Brand Consumption and IdentificationFrench-language works237,207