Investigation into Mall Visitation Motivation and Demographic Idiosyncrasies in Ghana
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
This paper aims to investigate shoppers' motivations for visiting the mall in respect of their demographic characteristics. The study was Cross-sectional and adopted the quantitative method. Structure questionnaire was used to collect data through a mall intercept approach. Factor analysis was conducted to determine the mall visitation motivations of shoppers and Chi-square test and regression analysis used to help answer the research questions. The paper found eight ( Escapism influences the shoppers most, followed by pleasure flow, safety, aesthetic and architectural leisure, respectively. The least motivational factor is exploration. The result suggests that shoppers in Ghana are most likely to see the mall as an escape route from their daily hectic conditions and a place for relaxation.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.004 |
| 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 it