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Record W7043323665

Sensory Design Guidelines: Inclusive Children’s Treatment Centres

2020· other· en· W7043323665 on OpenAlexaboutno aff

Bibliographic record

VenueOCAD University Open Research Repository (OCAD University) · 2020
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsNeurotypicalSensory systemAutism spectrum disorderSensory processingAffect (linguistics)AutismSpecial needs
DOInot available

Abstract

fetched live from OpenAlex

The social model of disability recognizes that disability is caused by systematic barriers within society, not by an individual’s impairments or difference, that result in a mismatch between an individual and their social environment. An inclusive environment is where people of all differences can experience equitable participation and a sense of belonging. In Canada, over 540,000 youth have one or more disabilities with developmental and learning disabilities accounting for 60% of disabled youth (Statistics Canada, 2018). Special needs children and youth face diverse challenges in their physical, cognitive, social, language and/or behavioural development (Ontario Ministry of Children, Community and Social Services, 2020). Among school-aged children, 44.8% with one or more disabilities report a speech disorder, almost 25% have vision problems, and 8% have hearing loss (Statistics Canada, 2008; NCVH, 2011; Statistics Canada, 2016). Moreover, 5-16% of neurotypical children and over 90% of children with autism spectrum disorder experience sensory processing disorder that affect their sensory systems: auditory, visual, tactile, smell, taste, vestibular, proprioception, and interoception (Owen, et al., 2013; Chang, et al., 2014). Sensory processing disorder can result in difficulty regulating responses to sensory stimuli, difficulty with balance and motor coordination, and difficulty interpreting sensory stimuli. Environments that recognize and respond to diverse sensory needs can help positively support mental health, behaviour, social connection, concentration, motor coordination, access to information, and confidence.
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\nChildrenʼs treatment centres are integral in supporting special needs children and youth aged 0 to 19 to live at their full potential by providing specialized services, programs, and treatments. The design of these spaces can facilitate or impede the experiences, well-being, and treatment of the children that they serve. Although these treatment facilities seek to provide an inclusive environment, the diversity and complexity of special needs poses a challenge to designing spaces that provide equitable use while fostering diversity and inclusion. Current building codes and guidelines, which aim to improve access for all individuals with disabilities, place a large emphasis on physical accessibility throughout a building and its facilities. However, they fail to address less visible cognitive and sensory needs.
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\nThe Sensory Design Guidelines: Inclusive Children’s Treatment Centres intends to address these challenges and propose guidelines for designing inclusive sensory environments in childrenʼs treatment centres with the goal of improving the experiences, well-being, and treatment of special needs children and youth. Specifically, through the development of a sensory environment matrix, it will address auditory, visual, tactile, olfactory, and proprioceptive design attributes within five main categories: wayfinding and navigation, public gathering spaces and amenities, recreational spaces, treatment spaces, and transitional spaces. Throughout the research process, there has been extensive consultation with children and youth, parents, therapists, staff, and architects to ensure that the voices and perspectives of both individuals with lived experiences and experts are represented in the research and development of the guidelines. In particular, the use of participatory research methods including interviews and co-design sessions provided opportunities for participants to share their experiences and imagine how future treatment centres might be designed.
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\nThis research is a collaboration with Grandview Kids Children’s Treatment Centre in anticipation of the development of their new treatment centre in Ajax, Ontario, and will inform the centre’s design, serving as a demonstration plan for the design guidelines. This research is made possible with funding from Mitacs through the Mitacs Accelerate Program. The research presented here is the result of all of the participating communities and their continued dedication to supporting children and youth.

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 categoriesMeta-epidemiology (narrow), Science and technology studies, Open science, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.455
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.002
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0050.004
Science and technology studies0.0030.002
Scholarly communication0.0010.001
Open science0.0070.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0000.004

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 head0.138
GPT teacher head0.348
Teacher spread0.210 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2020
Admission routes1
Has abstractyes

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