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Record W3007538614 · doi:10.5430/wje.v10n1p81

Implementation of Differentiated Instruction in Middle School Classrooms: A Qualitative Study

2020· article· en· W3007538614 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueWorld Journal of Education · 2020
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicPasture and Agricultural Systems
Canadian institutionsnot available
Fundersnot available
KeywordsInclusion (mineral)PsychologyThematic analysisFidelityMathematics educationQualitative researchSpecial educationMainstreamingProfessional developmentPedagogyDifferentiated instructionMultimethodologySpecial needsFaculty developmentSociologyComputer science

Abstract

fetched live from OpenAlex

Despite research on the benefits of implementing Differentiated Instruction (DI) practices within an inclusive classroom, many teachers do not utilize the practice regularly. An instrumental case study that included teachers from 1 middle school in a rural school district in a southeastern state was used as the qualitative research design in this study. The purpose was to explore rural middle school teachers’ experiences and challenges with incorporating the components of DI to support special education students in inclusion classrooms. Tomlinson’s model of DI as it relates to teachers providing responsive instruction to meet the needs of each of their students regardless of their ability was used as the conceptual framework. A purposeful sample of 10 middle school teachers Grades 6–8 from various content areas in the school participated in interviews, observations, and submitted documents for review. Data were coded and thematic relationships and patterns related to the DI framework emerged. Themes included concerns regarding teachers’ lack of knowledge and professional development for fidelity of implementation of DI with special needs students, insufficient resources to support implementation of DI, and concerns with class size and accommodation of DI needs of all students within an inclusion-based classroom. Based on the results, the research may contribute to positive social change by helping middle school teachers use the components of DI in their inclusion-based classes and by providing instructional support to enhance learning and increase academic success for special education students.

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.

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)0.000
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.260
Threshold uncertainty score0.318

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.049
GPT teacher head0.325
Teacher spread0.276 · 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