Promoting the implementation of co-produced Cochrane evidence: an exploratory study of improving partnering with consumers
Bibliographic record
Abstract
Introduction: Co-production of evidence syntheses has the potential to facilitate translation of research findings into policy and practice. However, few studies have explored the process of implementing co-produced evidence. This gap limits our understanding of how, and to what extent, co-production promotes knowledge translation. In this study, we used an implementation science lens to explore the factors that would motivate and shape interest-holders (including policymakers, health service representatives and consumers) to participate in implementing the Best Practice Principles in partnering with consumers (BPP) in hospitals in Melbourne, Australia. The BPP were developed as part of a co-produced Cochrane qualitative evidence synthesis exploring consumers’ and health providers’ experiences and perceptions of partnering. Methods: This exploratory, qualitative study was informed by cooperative inquiry and normalisation process theory (NPT). A six-member panel, including researchers, policy makers and consumers, guided data collection and analysis. Data collection involved semi-structured interviews with eleven participants (including consumer engagement leads, consumer representatives and a policymaker) about how to implement the BPP in hospitals in Melbourne, Australia. Interviews were analysed using framework analysis. Results : Interview participants reported the BPP were relevant to practice, consumer-centred, practical and flexible. There were several additional factors that could impact their uptake into practice. These included integration of the BPP into government policies and guidelines, evidence of the cost/benefit of BPP implementation, endorsement from health service leadership, involvement of consumers throughout the implementation process, a structured implementation and flexible measurement of implementation success. Conclusion: This exploratory study suggested that the BPP, a tool developed through a co-produced Cochrane qualitative evidence synthesis, promoted knowledge translation. Other factors at the macro- (political and economic), meso- (systems and organisations) and micro- (individual) levels could influence the implementation’s success. Implications for Cochrane authors aiming to optimise the knowledge translation of their review results are discussed.
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How this classification was reachedexpand
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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".