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Record W4403195874 · doi:10.1080/10494820.2024.2412079

Development of ethical codes for instructors engaged in distance education: a Delphi study

2024· article· en· W4403195874 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueInteractive Learning Environments · 2024
Typearticle
Languageen
FieldPsychology
TopicTeam Dynamics and Performance
Canadian institutionsMinistry of Education, Recreation and Sports
Fundersnot available
KeywordsDelphi methodDistance educationDelphiComputer sciencePsychologyMathematics educationEngineering ethicsEngineering

Abstract

fetched live from OpenAlex

Ethical codes are written documents that delineate a set of rules and principles that guide the duties and responsibilities of professionals within a professional organization from an ethical perspective. The research aims to develop an ethical code framework for instructors engaged in distance education. The Delphi, a qualitative research method, was employed to achieve this aim. The study included 22 distance education experts, selected via purposive sampling. The Delphi technique, conducted in three rounds, commenced with an evaluation of the ethical dimensions of distance education. In the study’s second phase, we invited participants to suggest additional ethical codes for the agreed-upon dimensions. We collected the suggestions and agreed on specific ethical code items in the third round. The researchers thus established the final form of the ethical code list. This process resulted in developing an ethical code framework for instructors engaged in distance education. The framework comprises sixdimensions: Instructional Design (ID), Social Interaction (SI), Content Provision (CP), Technology Usage (TU), Management (M), and Assessment and Evaluation (AE). It includes 62 ethical code items. The study demonstrates that the ethical code dimensions align with the roles of online instructors, as described in the relevant literature. This alignment substantiates the ethical code framework's validity and reliability.

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)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.443
Threshold uncertainty score0.489

Codex and Gemma teacher scores by category

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

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 head0.025
GPT teacher head0.367
Teacher spread0.342 · 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