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Lecturers’ Attitudes and Readiness toward Teaching Students with Intellectual Disabilities in Higher Education Institutions in Nigeria

2025· article· en· W4414469782 on OpenAlexvenueno aff
Cletus Akpo Atah, Mercy Nkiruka Godwin Akeke, Iroegbu Ngozi Franca, Margaret Chukwurah, Godwin Beshibeshebe Ushie, Esther Chijioke Madukwe, Bessong Emmanuel Bessong, Stephanie Sedoo Bishie-Unung

Bibliographic record

VenueJournal of Intellectual Disability - Diagnosis and Treatment · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicDisability Education and Employment
Canadian institutionsnot available
Fundersnot available
KeywordsHigher educationInclusion (mineral)Relevance (law)Control (management)Theory of planned behaviorDescriptive statisticsIntellectual disabilitySpecial educationMainstreaming

Abstract

fetched live from OpenAlex

Background: Inclusive education plays a vital role in promoting equitable learning opportunities, particularly for students with intellectual disabilities in higher education institutions. The attitudes and readiness of lecturers to adopt inclusive teaching practices are crucial to the successful implementation of inclusive policies and pedagogies. Guided by the Theory of Planned Behaviour (TPB), this study investigates how lecturers’ attitudes, perceived social expectations, and perceived behavioural control influence their readiness to teach students with intellectual disabilities in Nigerian higher education institutions. Methods: The study adopted a descriptive survey design, involving 270 lecturers selected through accidental sampling from various higher education institutions across Nigeria. Data were collected using a structured questionnaire designed to assess lecturers' attitudes, institutional expectations, and perceived control over inclusive teaching practices. Descriptive statistics, such as the mean and standard deviation, were used to analyze the data, while independent t-tests were employed to test the hypotheses at a 0.05 level of significance. Results: The findings revealed that lecturers demonstrate a moderate to high level of readiness to implement inclusive teaching. Respondents reported willingness to participate in training, adopt inclusive strategies, and manage mixed-ability classrooms. Attitudes toward inclusion were largely positive. However, challenges were noted in areas such as adapting instructional materials and using assistive technologies, indicating limitations in perceived behavioural control. Conclusions: The study affirms the relevance of the Theory of Planned Behaviour in explaining lecturers' readiness for inclusive teaching. Addressing capacity gaps through targeted training and institutional support is essential for advancing inclusive education and achieving Sustainable Development Goal 4.

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)0.003
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 score0.023
Threshold uncertainty score0.990

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.091
GPT teacher head0.407
Teacher spread0.316 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

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