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Record W4327544456 · doi:10.5539/elt.v16n4p1

Do Directed Motivational Current Phenomena Exist Everywhere? An Investigation into African EFL Learners’ Experiences

2023· article· en· W4327544456 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.

venuePublished in a venue whose home country is Canada.
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

VenueEnglish Language Teaching · 2023
Typearticle
Languageen
FieldPsychology
TopicFlow Experience in Various Fields
Canadian institutionsnot available
Fundersnot available
KeywordsPsychologyContext (archaeology)Presentation (obstetrics)PedagogyMedical education

Abstract

fetched live from OpenAlex

The current study investigates African college students’ (ages 17-30) group-directed motivational currents (DMCs), a positive motivational aspect related to flow (Dörnyei, Henry, & Muir, 2016) in relation to their performance-based English development. The study measured the students’ motivational currents as they participated in an oral, integrated and multimedia presentation project. Two DMC questionnaires were taken by 100 students before and after they participated in the project (the first questionnaire was given after they received the project instructions, the second after they completed the project but before obtaining their scores). Five focal participants wrote diaries and participated in interviews to examine whether they experienced purposefully generated currents of motivation. The 100 students responded positively to the oral presentation project at both questionnaire administration times (pre- and post-project). Significant score increases from the pre-project to post-project appeared on most motivation variables. These significant increases observed at the post-project phase could be explained by the authenticity and importance of the project and its connectedness with the learners’ lives, as described by the five focal students. The results suggested that group-DMCs could be purposefully facilitated in African EFL classrooms, providing evidence for the validity of the DMC theory in an EFL context that is understudied.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.037
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.028
GPT teacher head0.336
Teacher spread0.307 · 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