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Record W4408952214 · doi:10.1080/17430437.2025.2483079

Sport brand coexistence, competition and synergy: case study of the Sparta Prague ice hockey and football clubs

2025· article· en· W4408952214 on OpenAlexfundno aff
William Crossan, Jan Šíma, Michaela Kaprálková

Bibliographic record

VenueSport in Society · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicSports, Gender, and Society
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsIce hockeyFootballCompetition (biology)AdvertisingIce creamPolitical scienceBusiness

Abstract

fetched live from OpenAlex

Sparta Prague, one name, one identity, multiple sports, multiple owners, emblematic of the frequent singular nomenclature, yet multifaceted, sports portfolio of European sport. This article examines the coexistence of the ice hockey club HC Sparta Prague and the football club AC Sparta Prague, focusing on management decision making and fan product decision making. While fans negotiate the allocation of their time and resources between the Czech Republic’s most cherished sporting disciplines, football and ice hockey, they do so within the framework of preferred brand loyalties. Meanwhile, marketing executives in both realms strategize whether to pursue synergistic collaborations or engage in competitive endeavours, all while navigating the terrain of entrenched fan allegiances. Despite the historical unity and shared nomenclature, Sparta hockey and Sparta football function as distinct corporate entities. In the Czech market, fans demonstrate steadfast loyalty to their preferred local brand across sports, thereby shaping both substitutive and complementary relationships between the two. Each club endeavours to optimize fan engagement, cultivate sponsor relations, and leverage broadcasting revenue within the confines of a finite, yet segmented market. Through synthesizing insights garnered from interviews with club managers and data derived from fan surveys, this study seeks to demonstrate the elements of substitution and complementarity within the collective brand identity of Sparta Prague.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.523
Threshold uncertainty score0.983

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
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 head0.023
GPT teacher head0.304
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.

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

Citations0
Published2025
Admission routes1
Has abstractyes

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