Understanding Union Commitment Among Young Workers: A Cross-Theoretical Perspective
Bibliographic record
Abstract
This study aims to shed light on the main determinants of and barriers to union commitment among young workers and, more generally, the relationship young workers have with union life. So far, the relationship between young workers and unionism has been examined mainly in terms of the challenges of access to unionization that confront young workers, a group generally underrepresented in union membership. The more specific issue of union commitment among young workers, once they become unionized, has remained largely underexplored in the literature. Using quantitative and qualitative data from an empirical survey of young unionized workers in the Quebec public service, our study identifies and compares the main factors that explain union commitment among young unionized workers and the theoretical underpinnings. It also seeks to shed light on the barriers to this commitment and identifies the organizational measures that could facilitate union commitment among young workers, based on the perceptions expressed by young union members. Our findings indicate that unions should adopt multidimensional organizational measures to foster union commitment among young workers, with a first step being to increase personalized contact between local union representatives and young members. Such investments at the local level are critical, as shown by our quantitative and qualitative findings. Thus, any reform or measure aimed at encouraging union involvement of young workers should not be limited merely to structural aspects but should also take into account the attitudinal and relational underpinnings of young workers’ commitment to their union. By shifting the focus from youth unionization to young members’ involvement in union bodies, our study will contribute to debate about union representation and the generational renewal of the labour movement’s activist base.
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.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".