ERIC Number: EJ1292596
Record Type: Journal
Publication Date: 2021-Mar
Pages: 8
Abstractor: As Provided
ISBN: N/A
ISSN: EISSN-1990-3839
EISSN: N/A
A Path Analysis Model Examining Self-Concept and Motivation Pertinent to Undergraduate Academic Performance: A Case of Kenyan Public Universities
Chepkirui, Joyce; Huang, Weihai
Educational Research and Reviews, v16 n3 p64-71 Mar 2021
The academic performance of undergraduates is as a result of several factors involving student- and school-level characteristics. Understanding the effect of these factors is beneficial to both students and the entire institution. The current study examines the relationship between the independent variable (self-concept) and dependent variable (student academic performance) through a proposed mediator (motivation). Correlation design, multiple regression and mediation analysis were employed as the procedures of analyzing our data. The study sample comprises 365 final-year students drawn from arts and science faculties in selected universities based in Kenya. Correlation output revealed that academic performance positively correlated with motivation (r=0.333, P<0.01). Further composite regression analysis revealed a significant influence of motivation ([beta] = 0.97, P<0.001) on academic performance. Mediation analysis identified indirect-only mediation (a × b= 0.049, P < 0.01). Both Sobel z-test and bootstrap results indicated a significant indirect effect a × b while the direct effect C is not significant, thus signaling the presence of indirect-only mediation. Generally, motivation has a mediating role ([beta] = 0.311, r = 0.333) in relation to self-confidence and academic performance. These results imply that students' levels of motivation and self-concept are vital to enhance academic performance.
Descriptors: Self Concept, Academic Achievement, Performance Factors, Student Motivation, College Seniors, Public Colleges, Undergraduate Study, Student Characteristics, Institutional Characteristics, Correlation, Foreign Countries
Academic Journals. e-mail: err@academic.journals.org; e-mail: service@academicjournals.org; Web site: http://academicjournals.org/journal/ERR
Publication Type: Journal Articles; Reports - Research
Education Level: Higher Education; Postsecondary Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers - Location: Kenya
Grant or Contract Numbers: N/A