Consumer Perceived Value of International Networked Services: An Exploratory Study of the Case of Airline Alliance
Bibliographic record
Abstract
For the past few decades airline alliance has been a talk among the airline industry researchers and practitioners alike. Airline alliances have revolutionalised airline industry and are largely seen as a group of cherry picked culturally diverse international airlines, with an aim to reduce their operating costs and increase their market shares in regions where they can’t freely operate. The significance of multi-lateral airline alliances and the benefits derived by the members that forge an alliance have regularly featured in strategic alliance literature. Researchers have shed light on the strategic alliance’s operations, their revenue management and human resource management. However, with respect to marketing strategies of an airline alliance, to date, researchers have not addressed consumer perceptions of value gained by using the services offered by a multi-lateral airline alliance. Therefore, this paper aims to understand the attributes of consumer perceived value of an airline alliance and the services which influence consumers to form attributes of consumer’s perceived value of an airline alliance.
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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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".