Permanently Precarious? Contingent Academic Faculty Members, Professional Identity and Institutional Change in Quebec 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
Universities across Canada are increasingly using contingent, or temporary instructors to teach undergraduate courses (Rajagopal 2002, Muzzin 2008, Lin 2006). Scholars have examined the marginalization of contingent academic faculty members in Canadian universities (Rajagopal 2002, Muzzin 2008). They have also critiqued the ways in which universities use contingent faculty to create surplus value and surplus labour (Rajagopal 2002, Bauder 2006), and support a “primary segment” (Bauder 2006) of the tenured and tenure-track professoriate. In this thesis, I examine the key issues faced by contingent academic faculty members, and how these issues impact on their professional identity. I also investigate into how the use of contingent faculty impacts on teaching practices in higher education. Through the analysis of Labour Force Survey data, I ascertain to what extent contingent academic labour has increased from 1998 to 2008, suggesting that full-time temporary labour is on the rise. I then analyze data gathered from twelve interviews with contingent academic faculty members at Quebec universities to explore how their working conditions and experiences have impacted on their professional identity and perceived quality of instruction. I suggest that professional identity among contingent faculty members is not as static as suggested by Rajagopal (2002) or Gappa and Leslie (1993) Using David Harvey’s (2005) concept of neoliberalism and Ulrich Beck’s (1992) concept of the flexibilization of labour under risk society, I situate the flexibilization of academic labour within the neoliberalization of the university, and also point to linkages between contingent academic labour and the commodification of higher education.
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 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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