A Postcolonial Reading of Representations of Non-Western Leadership in Sport Management Studies
Bibliographic record
Abstract
This study examines how leadership in non-Western sporting contexts has been represented in the mainstream (Western) sport management literature. A postcolonialism-informed critical discourse analysis, focusing on the locus of enunciation of each selected representation, reveals the limitations of current mainstream leadership studies in explaining phenomena in non-Western sport contexts and in fostering a comprehensive, multilayered understanding of globalization of sport. Thus, it is imperative to consider what leadership in sport means in local contexts outside the West and having multiple narratives of sport and sport leadership is therefore necessary. To illustrate this, we introduce a discussion of Indigenous leadership perspectives based on studies conducted in Indigenous communities, present ways in which Indigenous Peoples understand leadership differently from the conventional definitions, and suggest some opportunities for research. We conclude with examples in the literature where authors have been theoretically and methodologically reflexive when explaining local issues in peripheral contexts.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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".