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Record W4205152982 · doi:10.5539/ies.v15n1p136

Andragogy or Pedagogy: Views of Young Adults on the Learning Environment

2022· article· en· W4205152982 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

VenueInternational Education Studies · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Leadership and Innovation
Canadian institutionsnot available
Fundersnot available
KeywordsAndragogyCertificatePsychologyAdult educationQualitative researchPedagogyMedical educationPerspective (graphical)Learning environmentAdult learnerLifelong learningMathematics educationMedicineComputer scienceSociology

Abstract

fetched live from OpenAlex

Adults participate in many formal learning activities throughout their lives. The aim of this study is to determine the views of adult learners who participated the Certificate Program for Pedagogical Formation (CPPF), which is a formal adult education program. This study was conducted with the phenomenological design, a qualitative research design. The data required for the research were collected with a data collection tool developed by the researcher. In the study, the participants expressed the positive aspects of the program, in a decreasing order of frequency as, obtaining professional knowledge, faculty members, learning new things, the contribution of the program to personal life and gaining perspective. On the other hand, the participants negatively evaluated the intensive course and exam schedule, the duration of the program, the intensive and verbal content, and the length of the course hours. While the participants evaluated learning new things and gaining perspective as an achievement of the program, they expressed their dissatisfaction with the planning of the program and the learning environment related to it. In light of the findings of the study, it is recommended for policy makers to plan similar programs according to the learning characteristics of adults and make arrangements in this direction. It is also recommended for educators to consider andragogical principles in the learning environment in adult education programs such as certificate programs.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.590
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.192
GPT teacher head0.465
Teacher spread0.273 · 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