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Record W6997111956

The tiered approach to support all learners in inclusive classrooms

2022· article· en· W6997111956 on OpenAlexaboutno aff

Bibliographic record

VenueIslandScholar (University of Prince Edward Island) · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicCollaborative Teaching and Inclusion
Canadian institutionsnot available
Fundersnot available
KeywordsInclusion (mineral)CurriculumMainstreamUniversal Design for LearningMainstreamingPlan (archaeology)Special needsInstructional designCapacity buildingActive learning (machine learning)
DOInot available

Abstract

fetched live from OpenAlex

The aim of the inclusive education strategy in schools in Ontario is for “all students to participate in the education program in a common learning environment with support to diminish and remove barriers and obstacles that may lead to exclusion” (Inclusive Education Canada, 2017, par. 3). This means not just placing students with special education needs in mainstream classrooms, but ensuring they receive the support they need to access the curriculum in the way they learn best. This qualitative case study explores how teachers are using technology and Universal Design for Learning (UDL) to identify learning needs, implement instructional strategies and monitor student’s progress in the Response to Intervention (RTI) tiered approach. Due to the impacts of learning during the pandemic, I investigated the instructional practices of eight elementary school teachers in bricks and mortar and virtual inclusive classrooms. From the data two critical areas for successful inclusion were identified: 1) teachers’ capacity for inclusive teaching and 2) student needs. Within the area of teacher’s capacity, four themes impacting capacity either positively or negatively emerged: 1) opportunities for technology training; 2) availability of inclusive education training; 3) building student-teacher partnerships; 4) sharing responsibilities through teacher-teacher partnerships. An additional eleven themes unfolded that related to the needs of students: 1) building student relationships; 2) using inconsistent assessment tools and methods; 3) identifying instructional needs; 4) creating opportunities to increase student engagement; 5) increasing engagement with collaborative learning through technology; 6) accommodating student’s needs with an Individual Education Plan (IEP); 7) differentiating instruction through the content, process\nand the environment of learning; 8) providing choice of evaluation methods with technology; 9) ensuring differentiation through the product of learning; 10) monitoring the effectiveness of accommodations in the Individual Education Plan (IEP); 11) recognizing the impact of marking and providing feedback on teacher’s capacity. The findings illustrated how teachers combined RTI, UDL and technology to implement successful inclusive classrooms and overcome their initial challenges of time, and lack of training. Based on these findings and the current literature, a summary of practical recommendations to assist teachers in the transition to inclusion has been included in the discussion chapter. A pilot training program has also been proposed with full details in Appendix P and a summary of effective strategies aligned to each component of the Tiered Approach is also included in Appendix Q.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.753
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.016
GPT teacher head0.271
Teacher spread0.255 · 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 teacher head, not a consensus.

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".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

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