MétaCan
Menu
Back to cohort
Record W4288033443 · doi:10.18280/ijsdp.170433

An Eco-Label Can Matter More Than Buying Green: An Experiment on Consumers' Recycling Behaviour After Tasting Eco-Labeled Coffee

2022· article· en· W4288033443 on OpenAlexvenueno aff
Yu-Long Chao

Bibliographic record

VenueInternational Journal of Sustainable Development and Planning · 2022
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicEnvironmental Sustainability in Business
Canadian institutionsnot available
Fundersnot available
KeywordsPurchasingWine tastingPsychologyFeelingWillingness to payAdvertisingMarketingSocial psychologyBusinessFood scienceEconomicsChemistry

Abstract

fetched live from OpenAlex

An experiment was conducted to test whether a coffee package bearing a Rainforest Alliance Certified (RAC) label triggered affective responses favoring the coffee and further influenced the pro-environmental behaviour of participant consumers in convenience stores. One group of customers viewed an RAC-labeled package and tasted the coffee while the other group viewed a non-labeled package and tasted the coffee. Both groups filled out a questionnaire collecting Likert-type scale data on their affective responses to, perceived flavors of, and willingness to pay for the coffee during the tasting and viewing. Whether they disposed of the paper cup for the trial taste in a recycling box or a trash box was observed. A logit model was employed to estimate the probabilities of their recycling the cup over discarding the cup. Results revealed that more positive feelings were expressed and recycling behaviour was increased among customers exposed to the package with an RAC label, although the two groups did not differ significantly in their perceived flavors and willingness to pay. It was estimated that the probability of the RAC-labeled group to recycle the paper cup was 2.89 times higher than that of the non-labeled group. Based on the theory of central and peripheral routes of information processing, the mechanisms of the behavioural influence of the label are discussed with a few possible factors such as involvement and self-identity. This study contributes to the advancement of eco-label research by shifting the focus to the non-purchasing behavioral effects of eco-labels on consumers and observing the behaviors in real, rather than laboratory, settings. It might also inform the promotion of sustainable consumption of the merits of employing experiential marketing.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.014
GPT teacher head0.257
Teacher spread0.243 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNon-randomized trial
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

Citations2
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Sustainable Development and PlanningSame topicEnvironmental Sustainability in BusinessFrench-language works237,207