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Record W4413977045 · doi:10.26803/ijlter.24.8.4

Implementation and Sustainability of Inclusive Education Programs Towards Curriculum Development Framework

2025· article· en· W4413977045 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueInternational Journal of Learning Teaching and Educational Research · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Practices and Challenges
Canadian institutionsWSP (Canada)
Fundersnot available
KeywordsSustainabilityCurriculumCurriculum developmentProcess managementSustainable developmentPedagogyEngineering ethicsMathematics educationComputer scienceBusinessSociologyPolitical sciencePsychologyEngineering

Abstract

fetched live from OpenAlex

This study proposed a Sustainability Curriculum Framework for Inclusive Education, addressing the need for research-based and structured educational guidelines. To address the challenges in achieving Inclusive Education, the researcher created this to promote equality and equity for all students in terms of learning opportunities. The purpose of this study is to develop a sustainability curriculum framework for inclusive education that is customized to the Philippine Educational system context. Its focus is on the systemic barriers and the different theories fused into one: the Socio-Emotional Learning Theory, the Social Model of Disability, and the Integrated Curriculum Model. A Mixed-Methods approach was employed, combining quantitative analysis from the Likert Scale Questionnaire responses and qualitative data from the Focus Group Discussions with School Heads. The respondents of this study were purposely chosen. There were 304 school heads from 24 schools across the Luzon Island. The school heads include principals, school directors, master teachers, grade-level chairs, department and subject area coordinators, and moderators of public and private schools in various areas of Luzon. Findings from the study revealed that inadequate teacher training, resource limitations, and policy gaps are hindrances to the effective implementation of Inclusive Education.

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)0.007
metaresearch head score (Gemma)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.485
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.057
GPT teacher head0.552
Teacher spread0.495 · 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