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Record W4384825320 · doi:10.3390/businesses3030026

A Sectorial Validation and Application of a Conceptual Framework for Creating a Brand Management Strategy

2023· article· en· W4384825320 on OpenAlex

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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueBusinesses · 2023
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicConsumer Behavior in Brand Consumption and Identification
Canadian institutionsFPInnovationsUniversité LavalNatural Sciences and Engineering Research Council of Canada
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsBrand managementConceptual frameworkCognitive reframingBrand equityComputer scienceProcess managementConceptual modelValue (mathematics)Field (mathematics)Knowledge managementBusinessMarketingMathematics

Abstract

fetched live from OpenAlex

Brands can be one of a company’s most valuable intangible assets and a lever to generate value. As a source of added value, a brand should be strategically built and managed. To fully take advantage of the benefits that the brand provides, it is necessary to propose a brand management strategy. A conceptual framework was developed by the authors as an alternative to propose a brand management strategy according to a specific business scenario. The objective of this study is to validate this conceptual framework and apply it to propose a brand management strategy in a specific business scenario. For this purpose, a sectorial cross-validation was developed by triangulating the application of the framework to two data collection methods: (1) interviews and (2) a literature review. The results suggested that decomposing a complex business scenario into single-dimensioned business scenarios can help to propose, enhance, or reframe a brand strategy. The results also suggested that some brand dimensions can be used to lever other brand dimensions, such as brand relationship, which is at the top of CEO/CMO priorities in this field. This work contributes to theory by cross-validating the conceptual framework for creating brand management strategies through triangulation.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.859
Threshold uncertainty score0.413

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.044
GPT teacher head0.297
Teacher spread0.253 · 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