Competing institutional logics of academic personnel system reforms in leading Chinese Universities
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 study utilises an institutional logic perspective to explore the dynamics and complexity of academic personnel system reforms at leading Chinese universities. Semi-structured interviews were conducted with 32 participants from 10 highly ranked universities; these interviews obtained the views of key observers on four main reform initiatives: global recruitment, the adoption of a tenure-track system and improvements to performance criteria and review procedures. Findings reveal that the fundamental goal of academic personnel system reforms for leading Chinese research universities was to address increasing global competition and stimulate research outputs within a new managerial context. A unique ‘two-tier’ career system is emerging influenced by the interweaving of competing logics and complicated interactions between external influences and Chinese traditions, in which the traditional permanent employment system operates simultaneously with the newly introduced tenure-track system, and ‘up-or-out’ has transformed into ‘up-or-transfer’ due to the legacies of the danwei system.
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 | 0.000 | 0.000 |
| 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 it