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Record W4221016681 · doi:10.15408/etk.v21i1.22216

The Circular Economy and Marketing: A Literature Review

2022· review· en· W4221016681 on OpenAlex
Abderahman Rejeb, Karim Rejeb, John G. Keogh

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueETIKONOMI · 2022
Typereview
Languageen
FieldBusiness, Management and Accounting
TopicSustainable Supply Chain Management
Canadian institutionsMcGill University
Fundersnot available
KeywordsMarketingMarketing managementProduct (mathematics)Marketing researchMarketing scienceCircular economyRelationship marketingMarketing mixNexus (standard)BusinessEngineeringMathematics

Abstract

fetched live from OpenAlex

The focus on the circular economy (CE) is currently gaining momentum. In this paper, we examine how the objectives of the CE significantly overlap with those of the new generation of marketing, which emphasizes customer involvement in product design and responsible consumption. While the marketing function is essential for realizing the CE, there is still a lack of studies examining the intersection of these two critical concepts. Methodically, this paper aims to bridge this knowledge gap by conducting a systematic literature review that explains the CE-marketing nexus. In total, 45 studies were thoroughly analyzed, and findings indicate that the intersection between the CE and marketing spans four main research themes; (1) contribution of green marketing to the CE, (2) remanufacturing marketing, (3) product-service systems, and (4) neuromarketing tools. An agenda for future investigation of the CE and marketing concepts is suggested, followed by a brief conclusion. This review is valuable for scholars and managers, including those striving to have an increased understanding of the relationship between the CE and marketing. How to Cite:Rejeb, A., Rejeb, K., Keogh, J. G. (2022). The Circular Economy and Marketing: A Literature Review. Etikonomi, 21(1), 153-176. https://doi.org/10.15408/etk.v21i1.22216.

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.

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)0.004
metaresearch head score (Gemma)0.001
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: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.904
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.020
GPT teacher head0.248
Teacher spread0.228 · 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