Social Media Usability and Its Impact on Buyer Purchasing Behavior Based on Buyer's Trust: Saudi Arabia Context
Bibliographic record
Abstract
The current research investigates the social media usability influences on buyer purchasing behavior based on buyer's trust in Jeddah city, Saudi Arabia. This research proposes and tests a five-factor model that influences purchasing behaviors. These factors include the independent variables of social media usability, namely connectedness, openness, speed, accessibility, and participation, while the dependent variable is purchasing behavior. In order to explore this issue, a quantitative method was used in the form of a questionnaire issued in Jeddah city. The research targeted 500 respondents as a representative sample, rather than the whole population. A random sample was used to choose the participants in this research. The research retrieved 370 valid questionnaires, which represented a response rate of 74%. The results confirm significant differences in the influence of these factors on purchasing behavior. The research concludes that there are significant influences from connectedness, openness, speed, accessibility, and participation.
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How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".