MétaCan
Menu
Back to cohort
Record W4321107058 · doi:10.1080/10528008.2022.2159443

CULTIVATING CREATIVITY: ENHANCING CREATIVE CAPACITY THROUGH ONLINE MICROLEARNING

2023· article· en· W4321107058 on OpenAlex
AnneMarie Dorland

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

VenueMarketing Education Review · 2023
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicManagement and Marketing Education
Canadian institutionsMount Royal University
Fundersnot available
KeywordsCreativitySet (abstract data type)Creative briefPsychologyMathematics educationPedagogyKnowledge managementComputer science

Abstract

fetched live from OpenAlex

The development and enhancement of creative thinking capacities is essential to marketing students’ success. But despite marketing students’ need to enhance and evidence their creative capacity skill set for the careers of the future, there exist few available models for marketing educators to introduce creative thinking skill development. This paper outlines how marketing educators can embed creative capacity skill development training in existing course designs using online masterclasses. Findings from a study of undergraduate marketing students enrolled in a pilot creative capacity development online masterclass reveal that this teaching innovation can be effectively employed to foster and enhance creative capacity skills. After participating in the embedded online masterclass, student assessments related to key creativity-development relevant learning objectives and ATTA scores both improved. This case example of microlearning and creativity focused skill development provides key insights into the ways in which we might develop the critical creative capacities of our students across disciplinary contexts using online microlearning modalities. A detailed project implementation plan and suggested model of masterclass content are provided for educators interested in helping learners develop the creative capacities they need for the careers of the future.

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)0.005
metaresearch head score (Gemma)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.260
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.040
GPT teacher head0.309
Teacher spread0.269 · 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