A Place of Transition: Directors’ Experiences of Providing Counseling and Advising to Distance Students
Bibliographic record
Abstract
The growth of distance education options at the postsecondary level has led to a need to reassess how student services are provided to distance learners. This study used qualitative thematic analysis to examine the experiences of student service directors in Canadian postsecondary institutions when providing counseling and advising services to distance students. Some of the key considerations and challenges for service planning that emerge from this study are the need for increased accessibility to services, new modes of communication, and the need to consider the unique expectations and qualities of distance students. L’augmentation des options en education a distance au niveau postsecondaire a necessite la reevaluation de la livraison des services aux etudiants a distance. Cette etude a utilise une analyse qualitative thematique pour examiner les experiences des directeurs de services aux etudiants dans des etablissements postsecondaires canadiens, quand des services de counseling sont offerts aux etudiants a distance. Quelques-unes des considerations cles et des defis pour la planification de services qui ont emerge de cette etude sont le besoin d’augmenter l’accessibilite aux services, de trouver de nouveaux modes de communication, et de considerer les attentes uniques et les qualites des etudiants a distance.
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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 | 0.003 | 0.001 |
| 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 | 0.001 |
| Open science | 0.001 | 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 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".