Voices at the gate: Faculty members’ and students’ differing perspectives on the purposes of the PhD comprehensive examination
Bibliographic record
Abstract
The comprehensive examination is a customary, yet relatively unexamined, requirement in North American doctoral education. This case study explored the purpose of a comprehensive examination as perceived by faculty members and students in a Faculty of Education program, at a Western Canadian University. We found that, in addition to the traditional gatekeeping function of the examination, other purposes emerged. Contrasting views about whether the examination was designed to assess content mastery necessary for teaching or designed to assess readiness for doctoral research were found. The use of the comprehensive examination as an opportunity to learn and as a means for identity formation, including introducing students to the pressures of academic life, also contrasted with its traditional assessment function. The purposes of the comprehensive examination remained ambiguous to students, even though they had been privy to discussions concerning the design and development of the examination. Moreover, faculty members did not always agree on the purposes of the comprehensive examination. The differences in perspective and how these affect the administration of the comprehensive examination have an impact on students’ experience, including examination preparation. Implications for the implementation, preparation, and assessment of the examination are discussed.
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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 | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.003 | 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".