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Record W7009896802

Flipping your classroom: Is now the time? Lessons learned from a 2nd year research methods course

2025· article· en· W7009896802 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueScholarship@Western (Western University) · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicInnovative Teaching Methods
Canadian institutionsnot available
Fundersnot available
KeywordsFlipped classroomKnowledge retentionTest (biology)Active learning (machine learning)Subject (documents)LiteracyBlended learningInformation literacy
DOInot available

Abstract

fetched live from OpenAlex

A flipped classroom reverses traditional learning spaces such that foundational knowledge is acquired by students independently through recorded lectures and/or readings in advance of the lecture period and knowledge is consolidated through active learning activities in the classroom. A flipped classroom learning environment can promote critical skill development and knowledge application, and therefore, could enhance scientific literacy (SL) skill development, which is critical in the life sciences. SL is an individual’s ability to utilize and apply scientific knowledge in real-world settings. We recently published a study examining the impact of a flipped classroom on SL skill acquisition and retention in a second-year research methods course for kinesiology students. Specifically, we used the Test of Scientific Literacy Skills to assess students’ ability to evaluate the validity of sources, understand elements of research design, create and interpret graphical information, among others.We found that SL skills increased significantly during the flipped classroom semester and were positively correlated with students’ final grade. Interestingly, SL skill retention decreased after the summer break, however, the retention of SL skills was positively correlated to learning approach, with those using a deep approach retaining SL capabilities. In this session, we will share the results of our study and provide tips and tricks for implementing a flipped classroom based on the experiences of the instructor and students. Participants will be provided with some best practices for implementing a flipped classroom approach, regardless of subject matter. This study was approved by the University of Guelph Research Ethics Board (REB#22-07-001). Learning Outcomes: 1. Participants will understand the benefits and limitations of a flipped classroom approach. 2. Participants will leave with some strategies for implementing a flipped classroom that are applicable to any subject/discipline.

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 imitation

Not 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.

metaresearch head score (Codex)0.015
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.321
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0150.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0030.001
Scholarly communication0.0010.001
Open science0.0030.001
Research integrity0.0000.003
Insufficient payload (model declined to judge)0.0000.001

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.

Opus teacher head0.475
GPT teacher head0.555
Teacher spread0.079 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it