Symposium 5: Undergraduate experiences of coping with networked learning
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
UK Higher Education’s recent focus on enhancing learning through technology has taken root in educational policy. The Funding Council for Wales (HEFCW, 2008) has stressed to universities in Wales that “we will ask you to report on your use of technology-enhanced learning in future Learning and Teaching Strategies.” Trinity University College, Wales matriculates largely undergraduate students and is faced with the challenge offered up by the funding council. Considerable research has already been conducted on the use of ‘networked learning technologies’, but is often based in the context of post-graduate professionals undertaking more flexible off-campus delivery modes of learning (Asensio et al., 2000; McConnell, 2006; Fung, 2004).The aim of this study was to examine campus based learners’ reflections of their experience when they were moved from the familiar face-to-face learning to a networked learning environment. To achieve this, the following questions emerged: How do campus-based learners initially react to using discussion forums? What did they offer that traditional face-to-face approaches did not? How did they cope? What benefits did they gain? What did they lose? What can be learned from the experience? The methodological approach adopted for this was qualitative and based on the grounded theory method provided by Charmaz (2006), as the research seeks to explore and examine a complex and detailed phenomenon from the perspective of the learner’s experience. From the results of this grounded study four themes were identified from the reflections of the ‘lived experiences’ offered by full time undergraduate learners participating in a research methods programme. The themes identified were categorised as: Familiarisation with the networked environment; grappling with collaboration; learning anew the ‘text as talk’ medium and coping strategies – reverting to the familiar. Networked learning often places great emphasis on text as the medium of mediation between learners, their tutors and their resources. The findings identify benefits from networked learning that face to face interactions rarely offer. However, the study questions the efficacy of relying solely on a text based medium for communication with undergraduate learners and offers possibilities for the future.
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 | 0.001 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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