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Record W297886552

Acceso y equidad en la educación a distancia: investigación, desarrollo y criterios de calidad Access and Equity in Distance Education: Research and Development, and Quality Concerns

2002· article· es· W297886552 on OpenAlexaboutno aff
Peter S. Cookson, Ciudad Colón

Bibliographic record

VenueDialnet (Universidad de la Rioja) · 2002
Typearticle
Languagees
FieldSocial Sciences
TopicHigher Education Governance and Development
Canadian institutionsnot available
Fundersnot available
KeywordsExcellenceEquity (law)Distance educationResidenceHigher educationQuality (philosophy)SociologyPolitical scienceEconomic growthPedagogyEconomics
DOInot available

Abstract

fetched live from OpenAlex

The essence of distance education, and also of open education, is to provide opportunities for learning to everyone who lacks educational possibilities or credentials, without regarding the absence of previous education, social or economic status, or the location of residence. One of the challenges of this type of education has been to convince the other societal institutions that its quality is equivalent to the education imparted by traditional institutions that provide education in face-to-face settings. The assumption of this article is that to reach the social goals of equity and access, open and distance education must be of high quality. This article presents four criteria of quality that may be applied to open and distance education to measure and demonstrate excellence: effort, performance, adequacy, efficiency and process. For each criterion there is a series of questions that an institution can ask to evaluate its degree of quality. The contribution to quality of two types of research, institutional research and mission-critical research, is also described in terms of the experience of a Canadian open university.

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 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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.259
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.002
Scholarly communication0.0020.001
Open science0.0010.001
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 head0.097
GPT teacher head0.446
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 teacher head, not a consensus.

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

Citations1
Published2002
Admission routes1
Has abstractyes

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