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Using creativity, co-production and the common third in a communication skills module to identify and mend gaps between the stakeholders of social work education

2020· article· en· W3006218071 on OpenAlexfundno aff
Emma Reith‐Hall

Bibliographic record

VenueInternational Journal of Social Pedagogy · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsnot available
FundersTrent UniversityNottingham Trent University
KeywordsCreativityGeneral partnershipSocial workPublic relationsWork (physics)Service (business)Service delivery frameworkPedagogySociologyPsychologyKnowledge managementEngineering ethicsBusinessPolitical scienceEngineeringSocial psychologyComputer scienceMarketing

Abstract

fetched live from OpenAlex

The involvement of stakeholders – academics, service users and carers, students and practitioners – is thought to improve the quality of social work education, although few approaches and strategies for achieving this have been articulated. Even service-user and carer involvement, which is firmly embedded within social work courses in the UK, would benefit from being better theorised and researched. This paper considers how creativity, co-production and the common third helped social work academics from an English university and service users and carers from a local user-led organisation to design, deliver and evaluate a communication skills module for social work students. In spite of some challenges, effective and supportive relationships have developed, with a range of benefits becoming increasingly apparent. However, the strengths of this partnership highlighted gaps in the relationships with other stakeholders. In a conscious effort to overcome paternalistic traditions of transmission-oriented teaching, some gap-mending strategies were developed to involve students in the module’s design, delivery and evaluation. It is proposed that social pedagogy, with its focus on social inclusion and social justice, might help fulfil a current aim of British higher education, to work with students as partners and increase meaningful involvement and collaboration.

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)0.028
metaresearch head score (Gemma)0.037
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.028
Threshold uncertainty score0.150

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0280.037
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0030.002
Science and technology studies0.0020.006
Scholarly communication0.0100.006
Open science0.0020.009
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0060.001

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 head0.177
GPT teacher head0.498
Teacher spread0.321 · 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 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".

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Citations4
Published2020
Admission routes1
Has abstractyes

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Same venueInternational Journal of Social PedagogySame topicSocial Work Education and PracticeFrench-language works237,207