Awareness and Preparedness for Predictive Analytics: A Case Study of Universities in North-Central Nigeria

Big data analytics (BDA) is increasingly central to decision-making in higher education, enabling institutions to process and analyze large datasets to improve operations and outcomes. This study aimed to assess awareness and preparedness for predictive analytics in Nigerian universities. A non-experimental descriptive survey design was employed, targeting academic and top-level non-academic staff drawn purposively from university employees. Data were collected via a self-developed questionnaire—Big Data and Assessment for Learning in Nigerian Higher Institutions Questionnaire (BiDAL; reliability coefficient = 0.96)—administered through Google Forms; research questions were analyzed using percentages and frequencies, and hypotheses were tested with chi-square statistics. Key findings indicate an average level of awareness of predictive analytics across higher education institutions, alongside established preparedness for deploying predictive analytics to improve educational assessment. The study concludes that Nigerian universities demonstrate baseline readiness for predictive analytics despite moderate awareness levels. The contribution/implication is the provision of empirical evidence on institutional awareness and preparedness that can inform subsequent assessment, planning, and implementation efforts within Nigerian higher education.

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Publication Details

Journal
International Journal of Humanities Education and Social Sciences
Published
2025-09-21
DOI
https://doi.org/10.58578/ijhess.v3i3.7291
Primary Topic
Big Data and Business Intelligence
Type
article
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article

Awareness and Preparedness for Predictive Analytics: A Case Study of Universities in North-Central Nigeria

Dorcas Sola Daramola, Jumoke I. Oladele, Moruf O. Aileru
International Journal of Humanities Education and Social Sciences
Big Data and Business Intelligence
article

Awareness and Preparedness for Predictive Analytics: A Case Study of Universities in North-Central Nigeria

Dorcas Sola Daramola, Jumoke I. Oladele, Moruf O. Aileru
article en

Abstract

Big data analytics (BDA) is increasingly central to decision-making in higher education, enabling institutions to process and analyze large datasets to improve operations and outcomes. This study aimed to assess awareness and preparedness for predictive analytics in Nigerian universities. A non-experimental descriptive survey design was employed, targeting academic and top-level non-academic staff drawn purposively from university employees. Data were collected via a self-developed questionnaire—Big Data and Assessment for Learning in Nigerian Higher Institutions Questionnaire (BiDAL; reliability coefficient = 0.96)—administered through Google Forms; research questions were analyzed using percentages and frequencies, and hypotheses were tested with chi-square statistics. Key findings indicate an average level of awareness of predictive analytics across higher education institutions, alongside established preparedness for deploying predictive analytics to improve educational assessment. The study concludes that Nigerian universities demonstrate baseline readiness for predictive analytics despite moderate awareness levels. The contribution/implication is the provision of empirical evidence on institutional awareness and preparedness that can inform subsequent assessment, planning, and implementation efforts within Nigerian higher education.

International Journal of Humanities Education and Social SciencesVol. 3(3)
Openalex Percentile: Top 58%
Big Data and Business Intelligence
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Awareness and Preparedness for Predictive Analytics: A Case Study of Universities in North-Central Nigeria — Dorcas Sola Daramola, Jumoke I. Oladele, et al. · International Journal of Humanities Education and Social Sciences (2025) | TGRS Research Map | TGRS