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Record W2977786914 · doi:10.1108/jcm-04-2018-2632

Improving consumers’ eating habits: what if a brand could make a difference?

2019· article· en· W2977786914 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.

Bibliographic record

VenueJournal of Consumer Marketing · 2019
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicConsumer Behavior in Brand Consumption and Identification
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsNetnographyPsychologyOriginalityCompetence (human resources)MarketingConsumer behaviourBrand managementAdvertisingAutonomyContext (archaeology)Brand awarenessValue (mathematics)Social psychologySocial mediaBusiness

Abstract

fetched live from OpenAlex

Purpose This research sheds light on behavioral change by demonstrating the transformative power of a brand on the process of eating behavioral change. The selected brand is Three Times a Day (a culinary blog whose mission is to encourage a healthier diet). This study aims to identify food-related behavioral changes as a result of consumers’ relationship with this brand and identify antecedents to such changes. Design/methodology/approach A netnography of the brand online community and 14 individual in-depth interviews were conducted. Findings Netnography results identify four categories of behavioral changes emerging from the relationship with the brand (e.g. choosing healthier/more varied foods, developing an interest in cooking and adopting a healthier lifestyle). Analysis of the individual interviews substantiate the role of brand attachment as a driver of positive change and identify three antecedents: brand-self connection (through past, actual and ideal self), brand exposure and satisfaction of individual needs (i.e. autonomy, competence and relatedness). Research limitations/implications Results enrich the literature on behavioral change and highlight the positive role of a brand in the context of improving eating habits. Findings extend the understanding of the consequences of attachment beyond its influence at the attitudinal level by focusing on concrete consumer behavior. Social implications It is recognized that despite good intentions, individuals keep making poor food choices. This important issue is associated with several diseases and increasing social costs. This research explores how to influence consumers in adopting better eating habits. Originality/value This study is one of the first to examine the power of a food-related brand to enhance positive eating practices and improve diet.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.515
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0020.002
Open science0.0000.000
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 head0.016
GPT teacher head0.234
Teacher spread0.219 · 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