Shapeshifters: Global South scholars and their tensions in border-crossing to Global North journals
Bibliographic record
Abstract
INTRODUCTION: Global South researchers struggle to publish in Global North journals, including journals dedicated to research on health professions education (HPE). As a consequence, Western perspectives and values dominate the international academic landscape of HPE. This study sought to understand Global South researchers' motivations and experiences of publishing in Global North journals. METHODS: This study used a hermeneutic phenomenological perspective. Unstructured interviews were conducted with 11 authors from 6 Global South countries. Interview transcripts were analysed through a process of familiarisation, identifying significant statements, formulating meanings, clustering themes, developing exhaustive descriptions, producing a fundamental structure and seeking verification. RESULTS: Participants described being motivated by local institutional expectations, to improve reputation, to meet Global North perceptions of quality and to draw attention to their Global South context. Participants described experiences where their work was deemed irrelevant to Global North audiences, they were unable to interpret rejections and had learnt to play the publishing game by attending to both local and global imperatives. These motivations and experiences revealed several practical, academic and transformational tensions that Global South authors faced. CONCLUSION: The tensions and negotiations encountered by Global South authors who publish in HPE journals reflect a 'border consciousness' whereby authors must shift consciousness, or become 'shapeshifters', inhabiting two or more worlds as they cross borders between the Global South and Global North conventions. There is an added burden and risk in performing this shapeshifting, as Global South authors stand astride the borders of two worlds without belonging fully to either.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.033 | 0.048 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.005 |
| Science and technology studies | 0.029 | 0.051 |
| Scholarly communication | 0.028 | 0.017 |
| Open science | 0.002 | 0.024 |
| Research integrity | 0.005 | 0.006 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".