Co-production and arts-informed inquiry as creative power for knowledge mobilisation
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.
Bibliographic record
Abstract
Background: Interest in using arts-informed approaches within research to increase stakeholder engagement is growing; however, there is little work describing how these approaches are operationalised across contexts. This article addresses that gap by exploring the use of arts-informed approaches across three projects. Aims and objectives: We explore how conceptualising research and evaluation as creative endeavours, particularly in arts-informed approaches to co-production, create opportunities to move knowledge into action (knowledge mobilisation). We propose an actionable configuration of context + mechanism = outcome (CMO) to understand the influence of arts-informed approaches to co-production. Methods: Multi-case design and cross-case synthesis was conducted of three studies that used arts-informed approaches. A common focus across our cases was evidence use in the K-12 education sector; however, each engaged with this focus by involving different types of evidence and sets of education stakeholders. Findings: Arts-informed approaches and co-production were influenced by a variety of contextual factors such as relationships between researchers and stakeholders, ethical issues of collaborative research activities, approaches to meaningful stakeholder engagement, co-production of knowledge, capacity-building support and resources, and communication between multi-stakeholder partners. Outcomes included new ways of thinking about research topics based on arts-informed approaches, more positive attitudes about co-production, more relevant and useful research and evaluation findings, and increased openness to future co-productive work. Discussion and conclusions: Four propositions arising from this article include: (1) arts-informed approaches address context specificity and sensitivity; (2) arts-informed approaches promote engagement; (3) arts-informed approaches enhance and intertwine skills; (4) arts-informed approaches broaden thinking about impact.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.029 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it