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Record W3111318271 · doi:10.1177/016146811611800203

Continuity and Change: Special Education Policy Development in Toronto Public Schools, 1945 to the Present

2016· article· en· W3111318271 on OpenAlexaffabout
Jason A. Ellis, Paul Axelrod

Bibliographic record

VenueTeachers College Record The Voice of Scholarship in Education · 2016
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicPasture and Agricultural Systems
Canadian institutionsYork UniversityUniversity of British Columbia
Fundersnot available
KeywordsLegislationEducation policyContext (archaeology)Special educationPublic policyGovernment (linguistics)SociologyPolitical sciencePublic administrationPolicy analysisPublic relationsPolicy developmentInclusion (mineral)Higher educationSocial sciencePedagogyLaw

Abstract

fetched live from OpenAlex

Background/Context It is frequently assumed that changes in special education policies since 1945 have come mostly from “landmark research” or actions of a few “pioneers.” We argue in this article that there have been many different sources of change, including legislation, court rulings, activism, and even shifts in socially and historically constructed categories of ability. In contrast to the contention that there has been “a gradual but steady progression towards the present inclusive education,” we argue that remarkable continuity has characterized certain elements of policy as well. The article identifies general trends in special education policy development historically that can help to inform the most current thinking about policy change in special and inclusive education. Purpose How has special education policy developed historically? What factors have been involved? How can historical research help education researchers, policy makers, school personnel, and others to deepen their understanding of the development of policy? The Toronto public school system is examined. The developmental trajectory of special education policy in Canada's largest urban school board generally resembles the development of policy in other large American and Canadian cities. The period from 1945 to the present was selected because the shifting character of special education policy across this broadsweep of time is not well understood. Research Design This qualitative study employs historical analysis. It draws on archival documents, school board and provincial government records, and pertinent secondary sources. Conclusions/Recommendations There are a few identifiable general trends in special education policy development historically. Prior to 1970, local school officials were empowered to make many changes in special education policy; since 1970, this ability has been eroded in favor of centralized policy making, with parents and others possessing some ability to influence policy change. Today, policy makers must balance different contextual factors and stakeholder interests that have developed over time, not least of all the interests of teachers who have been important partners to policy implementation. The degree of “policy talk” about inclusion, and about a social model of disability, has exceeded the degree to which either has actually been implemented. Rather, a continuum of services model that hybridizes segregated and inclusive settings continues today to characterize special education policies, as it has since the 1970s. Money matters in special education policy, especially when it is tied to specific policy options and can therefore influence local policy decisions, but also depending on whether the power to raise and disburse funds is held locally or centrally.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.808
Threshold uncertainty score0.992

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.036
GPT teacher head0.285
Teacher spread0.249 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations5
Published2016
Admission routes2
Has abstractyes

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