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Record W4387721431 · doi:10.1016/j.nedt.2023.105986

Undergraduate nursing students' perceptions of active learning strategies: A focus group study

2023· article· en· W4387721431 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

VenueNurse Education Today · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicInnovative Teaching Methods
Canadian institutionsnot available
FundersUniversity of Calgary
KeywordsActive learning (machine learning)Focus groupNonprobability samplingSnowball samplingCritical thinkingCooperative learningPsychologyExperiential learningProblem-based learningQualitative researchMedical educationNursingTeaching methodMedicinePedagogyPopulationComputer science

Abstract

fetched live from OpenAlex

BACKGROUND: Active learning strategies have been identified as promoting critical thinking, strengthening clinical reasoning, and supporting the transfer of theoretical knowledge to practice amongst nursing students. AIM: This study aimed to understand the undergraduate nursing students' perceptions of the active learning strategies being used in the classroom and to identify critical elements within their learning spaces which contribute to their learning. DESIGN: Qualitative, focus group study. SETTING: A four-year undergraduate baccalaureate nursing program in the Middle East. PARTICIPANTS: 50 undergraduate nursing students selected through purposive and snowball sampling participated in the study. METHODS: Five focus group sessions were conducted with 10 participants in each session. Data collected from the discussions were transcribed and thematically analyzed and aligned with the Taxonomy of Significant Learning. RESULTS: Study results show that undergraduate nursing students affirm that the use of active learning strategies supports the acquisition of foundational understanding, application and integration of knowledge, caring about the learning process, learning to learn, and the human dimension of learning. Participants also identified how best active learning strategies should be utilized and aspects of learning spaces that promote learning. CONCLUSIONS: Although the use of active learning strategies positively enhances the learning process, it is important to ensure that strategies are intentionally integrated into the classroom and aligned with the expected learning outcomes. Considerations of the learning space used are also of importance.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.267
Threshold uncertainty score0.675

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
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 head0.037
GPT teacher head0.463
Teacher spread0.426 · 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