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Autor/inn/enEmmanuel Amos; Harry Barton Essel; George Kwame Fobiri; Akwasi Adomako Boakye; Yaw Boateng Ampadu
TitelExploring the Analytics Readiness among Students in Kumasi Technical University, Ghana
QuelleIn: SAGE Open, 15 (2025) 3Infoseite zur Zeitschrift
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ZusatzinformationORCID (Emmanuel Amos)
ORCID (Harry Barton Essel)
ORCID (George Kwame Fobiri)
ORCID (Akwasi Adomako Boakye)
ORCID (Yaw Boateng Ampadu)
Als Datenquelle verlinkte Ressource
Spracheenglisch
Dokumenttypgedruckt; online; Zeitschriftenaufsatz
DOI10.1177/21582440251368938
SchlagwörterForschungsbericht; Foreign Countries; College Students; Design; Computer Uses in Education; Readiness; Affordances; Expectation; Social Influences; Online Courses; Student Attitudes; Cultural Influences; Data Use; Decision Making; Learning Analytics; Success; College Faculty; Teacher Attitudes; Ethics; Public Policy; Legal Responsibility; Ghana
AbstractThe increasing number of students in higher education has led to the formation of large class teaching and learning environments, which is a threat to quality education. The Department of Fashion Design and Textiles Studies of Kumasi Technical University is one such department that is facing this challenge. Computer-based technology has infiltrated many aspects of academic activities, yet there is little understanding of how it can be used to promote student engagement and educational data analysis in the classroom. This study explores the analytics readiness of students at the Department of Fashion Design and Textiles of Kumasi Technical University. The study used a mixed method of research and customized the JICS analytics readiness questionnaire as an instrument. With inspiration from the UTAUT model, a conceptual framework was designed to explore the factors (facilitation condition, social influence, and performance expectancy). With a sample size of 221 obtained with the purposive sampling technique, a descriptive and regression analysis were conducted to analyze data gathered from the respondents. The study revealed that existing structures, culture and policies in the institution are ready at its foundational state but will need an upgrade to sustain future educational data complexities. Also, the analysis revealed that facilitation conditions and performance expectancy have a significant effect on the student's readiness to adopt LA. However, there was no significant relationship between social influence and students' readiness. It is recommended that the needed resources for online learning should be provided coupled with appropriate policies to guide students in LA adoption. (As Provided).
AnmerkungenSAGE Publications. 2455 Teller Road, Thousand Oaks, CA 91320. Tel: 800-818-7243; Tel: 805-499-9774; Fax: 800-583-2665; e-mail: journals@sagepub.com; Web site: https://sagepub.com
BegutachtungPeer reviewed
Erfasst vonERIC (Education Resources Information Center), Washington, DC
Update2025/4/11
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