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Record W2624123998 · doi:10.1186/s40461-017-0057-0

Departmental leadership for learning in vocational and professional education

2017· article· en· W2624123998 on OpenAlex
Annemarieke Hoekstra, Paul Newton

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.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueEmpirical research in vocational education and training · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicTeacher Education and Leadership Studies
Canadian institutionsUniversity of SaskatchewanNorthern Alberta Institute of Technology
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsVocational educationPolitical sciencePedagogyProfessional developmentPublic relationsPublic administrationManagementSociologyEconomics

Abstract

fetched live from OpenAlex

To maintain relevance, institutes for vocational and professional education (VPE) need to be responsive to changes in society and industry. This requires leaders and educators in VPE to keep developing themselves and their practices. In institutes for VPE many decisions regarding program curriculum and teaching practices are made at the department level. Yet, the preparation of department chairs in post-secondary contexts rarely focuses on improving teaching and learning. A substantive knowledge base regarding leadership of teaching and learning in VPE is lacking. A model of leadership for learning in VPE is proposed as comprising three elements: (1) developing a shared vision and goals; (2) promoting instructor learning; and (3) leading the educational program. The study explores ways in which seven chairs and associate chairs from western Canadian VPE institutes conceive of and enact leadership for learning in their departments. The paper thus aims to contribute to the building of a knowledge base on leadership for learning in VPE. A multiple case study approach was used to explore chairs’ conceptualization and enactment of their leadership for learning. Data collected included interviews with five chairs and two associate chairs from five departments across three institutes for VPE in western Canada. Observational data from department meetings and interviews with instructors were used to provide contextual information and corroborate our findings. In cross-case analysis, chairs’ and associate chairs’ conceptualizations and strategies were themed and categorized according to the three elements of leadership for learning as identified in the literature. Findings show great variability amongst study participants in beliefs regarding the importance of a shared vision and goals, and only one chair had taken steps towards developing a shared vision. All participants expressed that they value quality teaching and learning and have taken promising steps to promote instructor learning, yet in different ways. Leading the educational program was considered a common and expected part of the role of department chair. Participants’ beliefs regarding the enactment of leadership for learning varied greatly and seemed idiosyncratic. The proposed model of leadership for learning seems to hold promise for conceptualizing leadership for learning in the context of VPE. However, further studies will need to elucidate how each element of leadership for learning might best be enacted to optimize student learning in VPE departments. Such studies will need to consider the organizational and cultural context of the VPE department. Institutes for VPE may invest in leadership development programmes that allow chairs to develop leadership for learning practices. Institutes might also focus on enacting leadership for learning at the faculty and institute level.

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)0.004
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.530
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
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 head0.762
GPT teacher head0.642
Teacher spread0.120 · 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