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Record W2028018255 · doi:10.1080/03043790512331313796

Problem-based learning: a student evaluation of an implementation in postgraduate engineering education

2005· article· en· W2028018255 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.

fundA Canadian funder is recorded on the work.
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

VenueEuropean Journal of Engineering Education · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicProblem and Project Based Learning
Canadian institutionsnot available
FundersUniversidade de São PauloMcMaster UniversitySanta Clara University
KeywordsTeamworkContext (archaeology)CurriculumMathematics educationEngineering educationQualitative propertyProblem-based learningQualitative researchComputer sciencePsychologyPedagogyEngineeringEngineering managementSociology

Abstract

fetched live from OpenAlex

Abstract This paper presents the student evaluation of a problem-based learning (PBL) implementation in the postgraduate engineering curriculum of a public university in Brazil. This investigation adopts a qualitative and collaborative design, as suggested when the research objective is to study phenomena in their natural settings in terms of the meanings people bring to them and when the data collected cannot be statistically handled easily. To this end, an instructional method based on PBL principles and activities was implemented in an administration theory course during one semester. The data utilized in this paper derive from participant observation and an end-of-term questionnaire in which the students were asked to evaluate the instructional method, its advantages and disadvantages, comment on some of its features, and give improvement suggestions. The student evaluations show that the approach used was very satisfactory and may have promoted the acquisition of knowledge as well as the development of some desirable skills and attitudes, such as teamwork and communication skills and respect for divergent ideas. Despite the favourable outcomes, the conclusion about the viability of using this instructional method in the context in question still depends on further consideration of some institutional and teacher-related issues. Keywords: Problem-based learningEngineering educationPostgraduate education Acknowledgements The authors are indebted to the teacher who kindly volunteered to participate in this project and to CAPES (the Brazilian agency for the improvement of higher education faculty and staff) for financial support.

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)0.007
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.741
Threshold uncertainty score0.465

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.022
GPT teacher head0.362
Teacher spread0.340 · 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