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Record W2809957871 · doi:10.1108/itse-10-2017-0045

Students’ perceptions of changes to the learning environments of undergraduate physics laboratories

2018· article· en· W2809957871 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

VenueInteractive Technology and Smart Education · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Environments and Student Outcomes
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsPerceptionValue (mathematics)OriginalityMathematics educationPsychologyQualitative researchPedagogySociologySocial psychologyComputer scienceSocial scienceCreativity

Abstract

fetched live from OpenAlex

Purpose The purpose of this study was to explore students’ perceptions to changes to the learning environment of their undergraduate physics laboratories, in which their scientific inquiry processes were stimulated. Design/methodology/approach The activities students engaged in were redesigned to reflect a guided inquiry approach and to acknowledge modern-day advances in science and technology. Further, enhanced guidance was provided for laboratory instructors regarding the nature of scientific inquiry and how to structure students’ inquiry experiences during laboratory sessions. Students’ views were sought regarding their perceptions of the impact of the reforms on the laboratory learning environments, their thinking processes in those environments and their views regarding the reform’s value and appropriateness. Findings Analyses of quantitative and qualitative data suggested that students responded positively to the reforms implemented. Large effect sizes of between 0.70 and 1.20 suggested significant positive shifts in students’ perceptions of dimensions of their laboratory learning environments. In interviews, students expressed that they had engaged in the cognitive processes of scientific inquiry and suggested that the reforms had stimulated such “inquiry” thinking. However, their perceptions of the value and appropriateness of such inquiry-oriented laboratory learning environments were mixed. Originality/value Concerns persist in higher education in relation to the extent of students’ inquiry processes in undergraduate physics laboratories. Reforms to both the activities that students engage in and to instructional strategies are necessary. Raising awareness of the views expressed by students might help inform future reforms that accommodate those views to further enhance similar reforms.

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)0.000
metaresearch head score (Gemma)0.000
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 score0.152
Threshold uncertainty score0.233

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.013
GPT teacher head0.358
Teacher spread0.346 · 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