Supporting young people's cognition and communication in the courtroom: A scoping review of current practices
Bibliographic record
Abstract
Background \n \nA recent meta-analysis suggested that the majority of young people in contact with the criminal justice system have cognitive and/or communication impairments. Over the past 20 years, recognition of these complex needs has resulted in support measures being put in place in courtrooms across the globe. It is therefore timely to review evidence for the efficacy of these measures. \n \n \n \nAims \n \nThis scoping review evaluates evidence on support measures employed to facilitate access to court proceedings for individuals with cognition and communication impairments, and considers how this evidence might inform future research and practice. \n \n \n \nMethods \n \nResearch databases were searched for studies that: directly or indirectly involved a population with a form of functional impairment and/or diagnosed neurodevelopmental disorder; and refer to support delivered to remove barriers or support access to courtroom processes. \n \n \n \nResults \n \nSearches identified 3,318 distinct articles. Following review, 37 papers were identified for inclusion. The papers were published between 1993 and 2019, with the majority being published since 2010 (n = 23). The majority of papers were from the United Kingdom (n = 26); other countries represented were Australia (n = 1), Canada (n = 3), New Zealand (n = 2), UK papers don't necessarily state which countries involved (n = 2) Scotland specifically state Scotland only and the United States (n = 3). No papers met the criteria for an experimental research design. \n \n \n \nConclusions \n \nWhilst the high level of need in this population is well established, which support measures are most effective in enabling engagement in court processes is not currently clear. More robust evaluative research is therefore required to establish the most effective methods of support. Despite this lack of evidence regarding outcomes, both young people and professionals generally view support measures favourably. There is an increasing onus on professionals to adapt their practice rather than to support/enhance the cognition and communication skills of young people.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".