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Record W2087812976 · doi:10.1108/qmr-12-2013-0089

Brand-building and the elements of success: discoveries using historical analyses

2014· article· en· W2087812976 on OpenAlexaboutno aff
Dale Miller

Bibliographic record

VenueQualitative Market Research An International Journal · 2014
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicFamily Business Performance and Succession
Canadian institutionsnot available
Fundersnot available
KeywordsOriginalityCorporate brandingBrand managementContext (archaeology)MarketingBrand equityValue (mathematics)Qualitative researchTransformational leadershipBusinessQualitative propertyPublic relationsAdvertisingSociologyPolitical scienceComputer scienceSocial science

Abstract

fetched live from OpenAlex

Purpose – The paper aims to examine the concept of brand-building. The emphasis is on corporate brand-building and brand heritage in the firm, and the differing influences of entrepreneurial family leadership and professional transformational leadership. Design/methodology/approach – The qualitative research design strategy draws on longitudinal case study research using primary archival data collection and analysis. The sample is one successful Canadian firm, and the study investigates how its brand was built in two distinct eras, the Entrepreneurial Era and the Professional Era. Findings – The findings identify similarities and differences across the eras. Discoveries include the identification of early brand-building activities based on brand values, which formed the basis for brand heritage, and the importance of brand orientation and brand strategy implementation in the Professional Era. Practical implications – The managerial implications for brand-building show that the findings can be extrapolated to twenty-first century businesses, if there is an astute understanding of the firm's context be it an entrepreneurial family firm or a large, professionally managed complex firm. Originality/value – The paper uses original historical qualitative research to contribute to understanding brand building. The study contributes to knowledge with a revised brand building framework and the related detailed brand elements that contribute to effective corporate branding. For researchers, the study adds to understanding of brand building and demonstrates a further example of the efficacy of using qualitative archival materials to explore branding questions.

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)0.009
metaresearch head score (Gemma)0.002
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 score0.381
Threshold uncertainty score0.747

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0010.003
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 head0.207
GPT teacher head0.500
Teacher spread0.294 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations26
Published2014
Admission routes1
Has abstractyes

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