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Record W4417128354 · doi:10.47772/ijriss.2025.91100294

Students’ Edupreneurial Knowledge Awareness and Skills Development in Early Childhood Education

2025· article· W4417128354 on OpenAlexaff
Nathaniel Olujoba Ayoola, Oluyemi Christianah Ojo

Bibliographic record

VenueInternational Journal of Research and Innovation in Social Science · 2025
Typearticle
Language
FieldSocial Sciences
TopicAfrican Education and Politics
Canadian institutionsEducation and Early Childhood Development
Fundersnot available
KeywordsCronbach's alphaCurriculumNonprobability samplingPopulationEarly childhoodDescriptive statisticsEarly childhood education

Abstract

fetched live from OpenAlex

Edupreneurial education is a way of preparing individuals to be responsible, self-reliant and enterprising in becoming job creators. Tertiary institutions in Nigeria have embraced edupreneurial skills in the curriculum which prepare students to be self-employed after graduation, early childhood education is not left out. Ever since the introduction of ECE in tertiary institutions, the enrolment of students was high, but recently, enrolment decreased over time. Recently, ECE curriculum was later designed to embracing edupreneurial skills, yet, the decline in enrolment has not increased the reasons yet to be ascertained. The study therefore examines students’ edupreneurial knowledge awareness and skills development in early childhood education. The study adopted descriptive survey design. The population for the study comprised of the students in the faculty od Education of the Adeyemi Federal University of Education, Ondo. Purposive random technique was used to select a faculty, which is the faculty of Education and a Department of ECCE. This is because the study is about students studying early childhood education as a major course. Random sampling method was used to select thirty students from the Department. A self- designed three-sectioned questionnaire named Early Childhood Edupreneurial Awareness and Skills Development Questionnaire (ECEASDQ). The instrument showed a high reliability coefficient results of 0.83, 0.75 and 0.77 respectively using cronbach Alpha. The questionnaires were administered and data collected were analysed using descriptive statistics of frequency counts, percentage, and mean. This study concluded that the level of pre-service teachers on the awareness of edupreneurial skills in ECE is high, that pre-service teachers were able to identify edupreneuiral skills they were exposed to in the course of their exposure to early childhood education and they made choices of different edupreneurial skills they would like to venture in after graduation in other to be self-employed. The study therefore recommended that government should provide funds in terms of loan that could allow graduates of ECE to establish themselves and that current ECE practitioners and entrepreneurs should sensitize the public of their success in the field of Early childhood 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.

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)0.009
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 score0.481
Threshold uncertainty score0.986

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0050.009
Science and technology studies0.0010.002
Scholarly communication0.0010.001
Open science0.0010.000
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 head0.047
GPT teacher head0.497
Teacher spread0.450 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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