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Record W4387057516 · doi:10.1080/23303131.2023.2260430

Teaching Inclusive Social Work Leadership and Supervision Online and In-Person: A Learning Case

2023· article· en· W4387057516 on OpenAlexaffabout
Alice Schmidt Hanbidge, Rosemary Vito

Bibliographic record

VenueHuman Services Organizations Management Leadership & Governance · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsThe King's University
Fundersnot available
KeywordsWork (physics)PsychologyPedagogyAdaptabilitySocial workMedical educationSociologyPolitical scienceManagementEngineering

Abstract

fetched live from OpenAlex

Teaching social work students through both online and in-person formats is highlighted in the description of two mandatory graduate social work courses on leadership and supervision across two Canadian university institutions. Relevant themes gathered through multiple years of online student surveys were analyzed thematically. The summary of findings arises from a previous research study (Vito & Schmidt Hanbidge, 2021) and emphasizes strengths, challenges and considerations for educators. Varying course approaches, topics, assignments and organizational contexts are described, along with integrating macro courses for social work educators. Multiple discussion questions are posed to engage readers in dialogue to implement or revise online social work courses. Practice implications for development and delivery of online courses and instructor adaptability may be fruitful for instructors and educational institutions to help mitigate future educational disruptions.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.176
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.003
Science and technology studies0.0050.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.072
GPT teacher head0.343
Teacher spread0.271 · 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 designQualitative
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
Published2023
Admission routes2
Has abstractyes

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