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ERIC Number: EJ1248238
Record Type: Journal
Publication Date: 2020
Pages: 18
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1547-9714
EISSN: N/A
Adaptive Learning Technology Relationship with Student Learning Outcomes
White, Garry
Journal of Information Technology Education: Research, v19 p113-130 2020
Aim/Purpose: The purpose of this study is to determine the effectiveness of an Adaptive Learning Technology (ALT), as compared to traditional teaching methods, in an undergraduate management information course. The effectiveness is based on Bloom's Taxonomy of Learning Competencies. Background: Previous studies have investigated factors involved with ALT. From one study, students enjoyed how to use new technology and believed it improves learning. However, the literature lacks studies showing gains in understanding and remembering as defined by Bloom's Taxonomy of Learning Competencies. Methodology: Correlations between ALT usage and test/course grades were performed. McGraw-Hill's Connect LearnSmart® was used as the ALT. The ALT was optional for extra credit in the class. Correlations were performed between LearnSmart® scores and tests. Then, since usage was bimodal (students who took the initiative to fully complete LearnSmart® and those who did not do LearnSmart®), an independent-samples t-test was performed between these two distinct groups. Sampling was from an Information Technology course at a major university. The data collection methods composed of recording LearnSmart® scores and test scores. Contribution: This study aims to provide empirical evidence of ALT outcomes in learning, to show if ALT enhance learning over traditional teaching methods. If not, the value of using ALT is provided. Findings: Results showed no relationships between ALT usage and test/course grades. No differences between the two groups (those who completed ALT and those that did not do the ALT) were found with each of the four tests and final course grades. Since the ALT group did the LearnSmart® as an option, the tool appears to be a preference for learning style and provides user satisfaction. This is consistent with prior studies.
Informing Science Institute. 131 Brookhill Court, Santa Rosa, CA 95409. Tel: 707-531-4925; Fax: 480-247-5724; e-mail: contactus@informingscience.org; Web site: http://www.informingscience.org/Journals/JITEResearch/Overview
Publication Type: Journal Articles; Reports - Research
Education Level: Higher Education; Postsecondary Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A