CANADIAN CONSUMERS' PERCEPTIONS OF PRODUCTS MADE IN NEWLY INDUSTRIALIZING EAST ASIAN COUNTRIES
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 article presents the results of a survey of 250 Canadian male consumers. In this study consumer judgements of products made in both highly and newly industrializing countries were obtained in a multi‐attribute and multidimensional context. The results show that younger and less affluent respondents react more favorably towards products made in newly industrializing East Asian countries. The country‐of‐origin image of East Asian countries is less negative for products that generate a medium level of involvement (e.g., a VCR). This negative image of East Asian countries is attenuated by providing other product‐related information to consumers such as brand name and warranty. East Asian countries are perceived more negatively as countries of design than as countries of parts and assembly. In comparison with products made in highly developed countries, products made in East Asia are perceived to be poorer in terms of performance, quality and originality but more economical.
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 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 | 0.001 | 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 it