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Record W1665201246

Use of Instructional Dialogue by University Students in a Distance Education Chemistry Course

2004· article· en· W1665201246 on OpenAlexvenueno aff
Paul Gorsky, Avner Caspi, Inbal Tuvi‐Arad

Bibliographic record

VenueInternational journal of e-learning & distance education · 2004
Typearticle
Languageen
FieldPsychology
TopicInnovative Teaching and Learning Methods
Canadian institutionsnot available
Fundersnot available
KeywordsIntrapersonal communicationInterpersonal communicationPsychologyPedagogyHumanitiesInterpersonal interactionChemistryMathematics educationSocial psychologyPhilosophy
DOInot available

Abstract

fetched live from OpenAlex

A distance education system may be viewed in terms of intrapersonal and interpersonal instructional dialogues that mediate the learning and instructional resources that enable such dialogues. Instructional resources include self-instruction texts, tutorial sessions, instructor availability, Web sites, and more. This study investigated the kinds of dialogues engaged in by Open University students and the kinds of resources they used while studying an intermediate-level chemistry course. Research objectives were to document (a) what study strategies if any, involving which resources and dialogues, were generally used by students; (b) what dialogue types, enabled through which resources, were specifically used by students to overcome conceptual difficulties; and (c) how the use of resources and dialogues in the chemistry course compared with students’ experiences in other science courses. It was found that all students initially chose individual study characterized by intrapersonal dialogue. Only when individual study failed did students opt for interpersonal dialogue. This finding conflicts with the assumed importance often ascribed to interpersonal dialogue by some distance education theorists. Un système d’éducation à distance peut être vu en termes de dialogues pédagogi- ques intrapersonnels et interpersonnels qui servent d’intermédiaires entre l’apprentissage et les ressources pédagogiques qui rendent possibles de tels dialogues. Les ressources pédagogiques incluent les textes d’autoapprentissage, les sessions de tutorat, la disponibilité du professeur, les sites Web, etc. L’étude a examiné, dans le cadre d’un cours de chimie de niveau intermédiaire dans une université par correspondance, les types de dialogue qu’engagent les étudiants et le type de ressources qu’ils utilisent. Les objectifs de l’étude étaient de documenter (a) quelles stratégies d’apprentissage, si existantes, impliquant quelles ressources et quels dialogues, étaient généralement utilisées par les étudiants, (b) quels types de dialogues, rendus possibles par le bais de quelles ressources, étaient spécifiquement utilisés par les étudiants pour surmonter les difficultés conceptuelles, et (c) comment l’utilisation de ressources et de dialogues dans le cours de chimie pouvait-elle se comparer avec les expériences des étudiants d’autres cours de science. Les résultats ont montré que tous les étudiants avaient initialement choisi l’apprentissage individuel caractérisé par le dialogue intrapersonnel. Les étudiants ont opté pour le dialogue interpersonnel seulement quand l’apprentissage individuel n’avait pas réussi. Ce résultat de recherche entre en conflit avec les idées de certains théoriciens en éduction à distance qui, souvent, attribuent de l’importance au dialogue interpersonnel.

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)0.003
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 score0.004
Threshold uncertainty score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0020.002
Scholarly communication0.0040.002
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.019
GPT teacher head0.367
Teacher spread0.348 · 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

Citations29
Published2004
Admission routes1
Has abstractyes

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