The Country-of-Origin Effect and Consumer Attitudes to “Buy Local” Campaign
Bibliographic record
Abstract
Abstract The objective of this paper is to investigate the relationship between ethnocentrism of Ghanaian consumers and their attitudes toward a “buy local” campaign. Two hundred and thirty three consumers were interviewed in Cape Coast, the capital city and administrative centre of the Central region of Ghana. Data for the study were collected through interviewing using the mall intercept approach and factor analysed. Our findings show a relationship between ethnocentrism and attitudes of Ghanaian consumers toward the “buy local” campaign. Furthermore, the factor analysis results indicate that the attitudes of the Ghanaian consumers to the buy locally-made products can be characterized as protectionist, nationalistic, and self-interest. Implicitly, the consumers will buy Ghanaian-made products where they are of comparable quality and price as foreign-made products. This requires companies to ensure that their products are of high quality and prices are commensurate with quality. This study contributes to the ethnocentrism and country of origin literature pertaining to the African region, which is sorely under-researched.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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".