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Record W1982909698 · doi:10.1108/00400911111138451

Reflective practice in service learning: possibilities and limitations

2011· article· en· W1982909698 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

VenueEducation + Training · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicService-Learning and Community Engagement
Canadian institutionsSt. Francis Xavier University
Fundersnot available
KeywordsOriginalityService-learningDiversity (politics)Service (business)Active learning (machine learning)Vocational educationValue (mathematics)Reflective practicePsychologyExperiential learningSocial learningLearning sciencesPedagogyMathematics educationSociologyComputer scienceSocial psychologyCreativityArtificial intelligenceMarketing

Abstract

fetched live from OpenAlex

Purpose The paper seeks to promote the integration of reflective learning within a broader service learning pedagogy at the undergraduate university level. Furthermore, it aims to illustrate various models for service learning that span multiple academic disciplines. Design/methodology/approach The paper illustrates three ways in which reflective learning can be used to enhance the learning potential of service learning pedagogy. The subjective experiences inform its own stories that it presents as examples, supported as they are by the findings of prior empirical studies. Findings The paper believes that multi‐dimensional learning has been achieved in each of the three examples presented. Service learning extends the academic learning of students and allows for personal and societal learning to occur, not simply as a result of having a service experience, but of spending time reflecting on it. Practical implications Practical implications are particular to the students themselves, as the service experiences it describes have, in some instances, helped to clarify individual students' values and vocational interests. Social implications Given the range of service learning models contained in these examples, the social implications likewise range, yet share common dimensions of increasing students' social consciousness, appreciation of diversity, and their own capacities to contribute. Originality/value The originality of this paper lies in the linking of reflective learning to service learning best practices to highlight the particular role of reflection in the production of multi‐dimensional learning.

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)0.001
metaresearch head score (Gemma)0.003
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: none
Teacher disagreement score0.589
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
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 science0.0000.000
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 head0.251
GPT teacher head0.400
Teacher spread0.148 · 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