Classroom Experiences of International Students in Canadian Postsecondary Education
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
The aim of this paper is to examine the classroom experiences of 12 international students in a Canadian postsecondary institution. The literature related to this purpose shows that many international students are challenged by the English language proficiency needed for analytical classroom discussion, and they are often confused by Westernize student-centric learning tactics such as oral presentations and open-ended assignments. Grounded within qualitative phenomenological research, our study documents the lived classroom experiences of international students and how they interpret social learning exchanges. Based on semi-structured individual interviews, the findings reflected three main themes. First, international students faced challenges with deciphering the English language of local students and teachers. Also, they struggled with the quick response time needed for classroom discussions. Second, many international students were frustrated with mandated group work. Many students felt discriminated against by their group members; other students experienced unbalanced workloads when completing collaborative assignments. Finally, students experienced a steep learning curve regarding the Westernize student-centric approach to learning. For example, many students were intimidated by creative assignments and the associated lack of direction provided by the instructor. The findings of this research are analyzed via Bandura’s social cognitive theory, which dictates that effective learning is dependent upon personal agency (one’s actions), proxy agency (the environmental resources), and collective agency (group dynamics). Currently worldwide, burgeoning numbers of international students are streaming into Western postsecondary institutions accentuating the need for this research. These institutions have an ethical and financial obligation to supply high quality education to international students. However, to provide a supportive learning environment, instructors, administrators, and educational policymakers need to be knowledgeable of the learning experiences of international students and adjust their institutional culture and pedagogical tendencies to best suit the needs of these students.
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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