The effects of facilitating conditions, customer experience and brand loyalty on customer-based brand equity through social media marketing
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.
Bibliographic record
Abstract
The prime concern of the current research effort is to assess the role of social media marketing efforts to explain the consumer-based brand equity among the restaurant industry of the United Arab Emirates. The study incorporated the facilitating conditions, customer experience and brand loyalty that influence the utilization of social media marketing that further develop the consumer-based brand equity. The restaurants are an important element of the hospitality sector in UAE and important due to the huge number of visitors. Therefore, the importance of social media marketing becomes more evident due to effective approaches in attracting the customers remotely. The collected data was analyzed on Smart-PLS and results depict that facilitating conditions, customer experience and brand loyalty influence social media marketing and consumer-based brand equity. However, the mediating role of social media marketing remained insignificant.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it