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Record W2297712559 · doi:10.14288/1.0055999

The restructuring of the Open Learning Agency: a predictive analysis

2008· article· en· W2297712559 on OpenAlexaff
Mark L. Nielsen

Bibliographic record

VenuecIRcle (University of British Columbia) · 2008
Typearticle
Languageen
FieldComputer Science
TopicOpen Education and E-Learning
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsRestructuringAgency (philosophy)Computer scienceBusinessEpistemologyFinancePhilosophy

Abstract

fetched live from OpenAlex

This paper presents a case study and analysis of changes in the organizational structure of the Open Learning Agency (OLA) of British Columbia in 1992. Under the aegis of the Ministry of Advanced Education, Technology and Training, the Agency carries a five-fold mandate - in collaboration with universities, institutions, boards of school trustees and other agencies concerned with education, OLA is to: provide an educational credit bank for students; coordinate the development of open learning education; use open learning methods to provide educational programs and services; carry out research related to open learning education; and operate one or more broadcasting undertakings devoted primarily to the field of educational broadcasting. The central question of the paper is: How will OLA restructure to achieve its mandate and strategic direction? In particular, the paper examines the Agency's structure prior to reorganization, the internal and external forces acting upon it as seen through the eyes of its executive members and the key issues facing the organization, including the reasons which precipitated a review of the organizational structure in 1991. The structure prior to reorganization is analyzed and classified as an example of Mintzberg's (1989) innovative configuration. The paper also predicts an innovative configuration for the Agency's reorganized structure based upon Mintzberg's contingency and life cycle hypotheses. The reorganized structure (which came into effect May 1, 1992) is subsequently analyzed and agrees with the prediction. The method of investigation included interviews with executive members conducted approximately three months prior and three months after the reorganization, archival research and personal observation by the writer, an employee of the Agency. Mintzberg's (1983, 1989) conceptual framework of structural configurations provided a basis for analysis of the case study data. The paper concludes that the innovative configuration is an appropriate form for the organization in view of its mandate and strategic direction but notes that it is also a difficult configuration to sustain, subject to pressures for increasing bureaucratization and susceptible to internal and external politicization. The paper recommends that the Agency do its best to maintain the configuration by educating staff about its nature and resist pressures which might shape it into a more conventional, professional form. The paper further finds Mintzberg's framework descriptive and helpful in providing limited, broad understanding of the Agency, its issues and choices for change; however, factors which can have significant impact such as political pressure, personal idiosyncrasies of leaders and centralization of office sites make any detailed prescriptions for organizational change somewhat elusive.

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)0.019
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.045
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.019
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0050.004
Science and technology studies0.0030.004
Scholarly communication0.0040.004
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.000

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 head0.012
GPT teacher head0.195
Teacher spread0.184 · 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 designSimulation or modeling
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
Published2008
Admission routes1
Has abstractyes

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