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Record W4377193374 · doi:10.5539/ies.v16n3p61

Developing Intentional Learning Skills Among E-Commerce Student—Action Research in Metacognition Through Reflective Learning Log

2023· article· en· W4377193374 on OpenAlexvenueno aff
Yeoh Khar Kheng

Bibliographic record

VenueInternational Education Studies · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicReflective Practices in Education
Canadian institutionsnot available
Fundersnot available
KeywordsMetacognitionPsychologyReflective practiceActive learning (machine learning)Higher-order thinkingPedagogyAction researchEducational technologyHigher educationCooperative learningBlended learningMathematics educationTeaching methodCognitionCognitively Guided Instruction

Abstract

fetched live from OpenAlex

Intentional learners are self-directed people who take charge of their education, whether in a setting or an informal setting. Learners who practice intentional learning skills choose their learning methodologies and organize their studies in accordance with their interests, preferences, and speed. This study embarks on the following objectives: (i) To look into ways how to scaffold intentional learning experiences among the student and ritualize the intentional learner’s mindsets and best practice skills, (ii) To investigate the effects (through a reflective learning log) of intentional learning skill of student on their study habits and attitudes toward learning, and, (iii) To examine their critical reflection log while they are studying E-commerce module which is underpinned by the intentional learning paradigm and Hatton and Smith’s framework. In this qualitative study, data from 140 students in three classes of E-Commerce were required to write reflections that would be used to determine final grades using the reflective learning log. In order to support students’ purposeful learning development as they join the job market, the study’s findings strongly imply that they urgently need to strengthen their reflective writing skills while enrolled in higher education. The undergraduate must also be given the fundamental tools necessary to shape them into purposeful learners through exercises in reflective learning. The Hatton and Smith reflective framework worked well for categorizing written reflections and making the reflective learning log evaluation less subjective. This study brought to light the fact that many business students were unfamiliar with the genre of reflective writing and that this genre needed to be explicitly taught in the relevant course. Hence, to support students’ purposeful learning development as they join the job market, the study’s findings strongly imply that they urgently need to strengthen their reflective writing skills while enrolled in higher education.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.007
Threshold uncertainty score0.039

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.004
Scholarly communication0.0040.004
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.384
GPT teacher head0.639
Teacher spread0.255 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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
Published2023
Admission routes1
Has abstractyes

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