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Record W4412578197 · doi:10.17483/a2v64f82

Group Dynamics as a Component of the Clinical Learning Environment: A Mixed Sequential Exploratory Study

2025· article· en· W4412578197 on OpenAlexaffvenue
Marjolaine Dionne Merlin, Frances Gallagher, Stéphan Lavoie

Bibliographic record

VenueQuality Advancement in Nursing Education - Avancées en formation infirmière · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicE-Learning and COVID-19
Canadian institutionsUniversité de SherbrookeUniversité de Moncton
Fundersnot available
KeywordsComponent (thermodynamics)Group (periodic table)Group dynamicDynamics (music)Exploratory researchComputer sciencePsychologySocial psychologyChemistrySociologyPedagogyPhysics

Abstract

fetched live from OpenAlex

Context and Problem Statement: In the clinical learning environment (CLE), various components influence the experiential learning of nursing students, including group dynamics in a group practicum modality. To date, the scientific literature does not fully explore the impact of this component in clinical education, hindering the establishment of optimal conditions for student learning. The purpose of this study was to explore group dynamics among nursing students as a component of the CLE within the group practicum modality. Objectives: 1) To describe group dynamics in relation to learning based on existing literature and from the perspective of nursing students, clinical supervisors, and nursing staff, 2) to adapt the Évaluation de l’environnement d’apprentissage clinique (EEAC) instrument to include the concept of group dynamics, 3) to explore the components of CLE, including group dynamics, among baccalaureate nursing students at a francophone university in New Brunswick, and 4) to explore the links between group dynamics and other components in the CLE recognized in the literature. Methodology: We used a mixed sequential exploratory design. Phase 1: Scoping review followed by a descriptive interpretive approach. Phase 2: Adaptation of the EEAC instrument. Phase 3: Cross-sectional descriptive study. Results: Several student characteristics and stress-related factors influence group dynamics and the learning experience. Peer support enhances interpersonal relationships among group members and contributes to the learning experience. Support from nursing staff positively impacts group dynamics and student learning experiences. Additionally, supervision by clinical instructors significantly explains group dynamics. Conclusion: Recognizing the crucial role of group dynamics as an influential component in the CLE, parties involved in nursing student education now have conclusive results. This information enables them to make significant contributions to creating an optimal learning environment for students.

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.

How this classification was reachedexpand

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)0.004
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.555
Threshold uncertainty score0.583

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.055
GPT teacher head0.448
Teacher spread0.393 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes2
Has abstractyes

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