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Record W3037133086 · doi:10.5539/ijms.v12n3p26

Sport Events Customers’ Behavior in the Light of Hedonic Consumption

2020· article· en· W3037133086 on OpenAlexvenueno aff
Daniel Adrian Gârdan, Iuliana Petronela Gârdan, Mihai Andronie, Ionel Dumitru

Bibliographic record

VenueInternational Journal of Marketing Studies · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicSport and Mega-Event Impacts
Canadian institutionsnot available
Fundersnot available
KeywordsConsumption (sociology)TypologyMarketingTourismPromotion (chess)Consumer behaviourBusinessConstruct (python library)Meaning (existential)PerceptionAdvertisingEvent (particle physics)PsychologySociologyPolitical scienceSocial science

Abstract

fetched live from OpenAlex

Consumption of sport events has raised the specialists’ interest since it has become a global phenomenon, accessible to a large mass of consumers. At the same time, this consumption generates implications from an economic, social, and cultural point of view, in the countries/locations where various sport events have been organized, through the development of cultural and sport tourism. Sport event consumption belongs to the category of consumption acts that presume total implication apart from individuals and accordingly, their emotional involvement. This involvement is correlated on the one hand with the typology and the nature of needs and consumption motives underlying this consumption, and on the other hand with the more and more intensive promotion of these events and the easier participation access of consumers. Consumer involvement is a multidimensional construct, so the idea of an “involvement profile” is more appropriate to describe how the consumer relates to such products or services. The purpose of our paper is to clarify whether involvement within consumption for sport events customers is determining a specific behavior for the hedonic type of consumption also related to other categories of products or services. The consumption of sport events represents mainly a hedonic type of consumption correlated with a high level of emotional involvement during the consumption process, an involvement developed against the backdrop of the special role, and specific meaning that sport events can have at the level of individuals’ perception.

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)0.004
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.139
Threshold uncertainty score0.199

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.082
GPT teacher head0.401
Teacher spread0.319 · 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

Citations9
Published2020
Admission routes1
Has abstractyes

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