Partners in learning?: A qualitative study of the intimate relationships of partnered mature students in post-secondary education
Bibliographic record
Abstract
Mature students in post-secondary education face unique challenges negotiating both academic and familial responsibilities beyond those of their traditional-aged peers. The current study examined the bidirectional influences between intimate relationships and post-secondary study. Twenty-eight semi-structured interviews were conducted with heterosexual, cisgender, partnered, mature students attending various universities in southern Ontario, Canada. Through a thematic analysis, the research indicated that school had a number of negative impacts on mature students’ relationships; however, there were also some positive impacts. Intimate relationships were also described to have an impact on academic success. Mature students with supportive partners described being able to focus on school and perform better, while students with less supportive partners described difficulties allotting the amount of time to school that was required. Recommendations are made for post-secondary educational institutions to acknowledge the unique challenges faced by partnered mature learners and offer targeted support services.
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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 | 0.004 | 0.002 |
| 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 | 0.001 |
| 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 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".