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Record W4401836572 · doi:10.1016/j.elerap.2024.101441

Exploring the Role of Social Media in Promoting Healthy Consumption

2024· article· en· W4401836572 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueElectronic Commerce Research and Applications · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicDigital Marketing and Social Media
Canadian institutionsnot available
Fundersnot available
KeywordsPandemicSocial mediaCoronavirus disease 2019 (COVID-19)Value (mathematics)BusinessQuality (philosophy)2019-20 coronavirus outbreakSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)Value creationComputer scienceWorld Wide WebVirologyIndustrial organizationBiologyMedicineEpistemology

Abstract

fetched live from OpenAlex

• Social media communication positively impacts relationship quality and as a result, influences healthy consumption value co-creation. • Relationship quality mediates the relationship between social media communication and value co-creation to enhance healthy consumption. • COVID-19 positively moderates the relationship between relationship quality and value co-creation. • The SOR model has been applied for the exploration of the relationships among social media communication, healthy consumption value co-creation and relationship quality. • A new model is proposed for the examination of the relationship between social media communication, relationship quality and value co-creation considering the impact of the mediating effect of COVID-19 on the relationship between relationship quality and value co-creation. This research seeks to investigate how interactions on social media influence the collaborative creation of value in promoting healthy consumption. To gain a more profound understanding of the process of social media communication and its impact on generating shared value, we employed the Stimuli-Organism-Response (SOR) model to formulate our hypotheses. Our study drew upon a survey conducted across five countries and regions (Canada, Malaysia, Taiwan, the United Kingdom, and the United States). By utilising Structural Equation Modelling (SEM), we tested these hypotheses. The results of our research indicate that social media communication significantly enhances the quality of relationships within online communities, subsequently influencing the creation of value in the context of healthy consumption. The findings show individuals who maintain good relationships within their social media networks and believe they can obtain not only important information but also are more likely to share information about their own experiences regarding healthy consumption. We conclude the paper by discussing the theoretical and practical implications of our findings.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.757
Threshold uncertainty score0.518

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
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 head0.143
GPT teacher head0.419
Teacher spread0.276 · 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