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Record W2599899714 · doi:10.18260/1-2--23140

The Effect of the Inverted Classroom Teaching Approach on Student/Faculty Interaction and Students’ Self-Efficacy

2020· article· en· W2599899714 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicInnovative Teaching Methods
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsClass (philosophy)Flipped classroomMathematics educationActive learning (machine learning)Computer scienceTeaching methodPsychology

Abstract

fetched live from OpenAlex

Abstract The Effect of the Inverted Classroom Teaching Approach on Student/Faculty Interaction and Students’ Self-Efficacy Research PaperThe inverted or flipped classroom approach provides students with the opportunity to develop abasic understanding of core concepts through the online delivery of short pre-lecture videos.This in turn, enables the course instructor to make us of the in-class time more effectively bycreating an active learning environment. This approach has been used to teach an electric andmagnetic fields physics course as part of the second-year electrical and computer engineeringcurriculum at a large research-intensive engineering school. The teaching approach consisted of(a) pre-class lesson videos with embedded viewing quizzes (average length of 25 minutes), and(b) in-class active learning opportunities, including conceptual questions and peer instructionfacilitated through a classroom-response system, group work exercises, and opportunities forindividual work and review of the material at hand.As part of the two-year study associated with this new initiative, one of the key researchquestions was: Does the new teaching approach improve the students’ perception ofstudent/instructor interaction and the students’ self-efficacy as compared to the traditionalinstructor-centered approach? To assess this, a mixed-methods design was used whichincluded, in part, an end-of-course survey and follow-up focus group sessions. The studyinvolved teaching the course in a traditional lecture format in one year, and then with theinverted classroom technique the next year. The same instructor taught the course in both years,and approximately 330 students took the course each year. The same survey and focus groupprotocols were used for the inverted classroom cohort (number of survey respondents = 186) ashad been used the previous year for the traditional lecturing cohort (number of surveyrespondents = 178).It was found that overall, students from the inverted classroom cohort had higher satisfactionratings for the level of their interaction with the instructor during class (mean=3.92 versus 3.58, p< .001, on a scale of 5, with “strongly dissatisfied” being 1 and “strong satisfied” being 5). Aswell, 70% of students in the inverted course versus 51% of the students in the traditional courseexpressed satisfaction with this type of interaction. Students in the inverted class also reportedthat they interacted with the instructor during class more often than the traditionally-taughtstudents (mean = 2.61 versus 1.86, p < .001, on a 6-point scale with “never” being 1 and “morethan once a week” being 6). Particularly, 25% of the inverted-class students versus 54% of thetraditionally-taught students reported that they had never interacted with the instructor duringclass. These survey findings have been confirmed by the comments from the student focusgroup sessions.The students’ self-efficacy survey questions were based on the well-known LAESE(Longitudinal Assessment of Engineering Self-Efficacy) instrument. Factor analysis has shownthat the 31 items on the self-efficacy survey were significantly loaded on three factors: (a)Ability to learn the course material, (b) Ability to explain the fundamental course concepts toothers, and (c) the Ability to succeed in engineering. For all three factors, students in bothcohorts expressed high levels of self-efficacy, and there were no significant differences betweenthe mean values observed for both cohorts. Students in the inverted cohort had the mostconfidence in their ability to learn the material in the course (mean = 5.24, on a scale of 7) andhad the least confidence in their ability to explain the course concepts to one of their peers (mean= 4.42, on a scale of 7).As this new teaching approach becomes more widespread, it is important to ensure that thistechnique improves all aspects of the student learning experience. The results from this initialstudy indicate that improvements can be made to the students’ perception and satisfaction withstudent/faculty interaction, while no significant impact was found with course-specific andengineering self-efficacy of the students. Future offerings of this course with this approach willincorporate more specific efforts to leverage the opportunity of the inverted classroom to developstudents’ self-motivation for learning and engagement with the material. In this way we wouldhope to see an improvement in the students’ course-related self-efficacy.

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)0.005
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.304
Threshold uncertainty score0.934

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.057
GPT teacher head0.422
Teacher spread0.365 · 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

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Citations13
Published2020
Admission routes1
Has abstractyes

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