Factors Affecting Student Performance in E-Learning: A Case Study of Higher Educational Institutions in Indonesia

다국어 초록 (Multilingual Abstract)

This study aims to determine the factors influencing student performance using the teaching and learning process through e-learning based on the unified theory of acceptance and use technology (UTAUT). This study also sets out to propose additional variables to expand the UTAUT model to be more suitable to use in higher education. This research conducted a literature review, expert interviews, and a self-administered survey involving 200 students at tertiary institutions in Riau province, Indonesia. The questionnaire data were analyzed using SmartPLS 2. This study shows that UTAUT constructs, namely, social influence, facility conditions, and effort expectancy have a significant influence on student behavior and performance, while the performance expectancy variable shows no significant effect. The additional variables, including lecturer characteristics, external motivation, and organizational structure, directly affect student performance.
However, concerning student behavior, motivation and environment are the only variables with a significant effect. The results of this study suggest the behavior deteminant such as lecturer characteristics, motivation and environment, and organizational structure improve student performance. This study investigates factors affecting the performance of university students through the learning employing e-learning by developing the UTAUT constructs to include the lecturer characteristics, motivation and environment, and organizational structure in improving student performance.

참고문헌 (Reference)

• 1 Julia, M., "competences in online university postgraduate courses" 18 : 443-453, 2012
• 2 Venkatesh, V., "User acceptance of information technology : Toward a unified view" 27 (27): 425-478, 2003
• 3 Kwame, J., "Use of Information and Communication Technology for Teaching and Learning in Ghanaian Universities: Case of University of Cape Coast" 2 (2): 266-277, 2013
• 4 Lepp, A., "The relationship between cell phone use, academic performance, anxiety, and satisfaction with life in college students" 31 : 343-350, 2014
• 5 Azer, S. A., "The qualities of a good teacher : how can they be acquired and sustained?" 98 (98): 67-69, 2005
• 6 Chin, W. W., "The partial least squares approach to structural equation modeling" 295 (295): 295-336, 1998
• 7 Lillian L.C. Wong, "The learning styles and strategies of effective language learners" Elsevier BV 39 (39): 144-163, 2011
• 8 Youssef, A. B., "The impact of ICT on student performance in higher education : Direct effects, indirect effects and organisational change" 5 (5): 45-56, 2008
• 9 Michael S. Robbins, "The efficacy of structural ecosystems therapy with drug-abusing/dependent African American and Hispanic American adolescents." American Psychological Association (APA) 22 (22): 51-61, 2008
• 10 Kokkelenberg, E. C., "The effects of class size on student grades at a public university" 27 (27): 221-233, 2008
• 11 Iqbal Miftakhul MUJTAHID, "The Development of Digital Age Literacy: A Case Study in Indonesia" 한국유통과학회 8 (8): 1169-1179, 2021
• 12 Ahmar, F., "Socio economic status and its relation to academic achievement of higher secondary school students" 13 (13): 13-20, 2013
• 13 Islam, A. N., "Satisfaction and continuance with a learning management system" 32 (32): 109-123, 2015
• 14 Almenara, J. C., "Reflexiones educativas sobre las tecnologías de la información y la comunicación(TIC)" 1 : 2015
• 15 Lam, B. T., "Parental influence and academic achievement among middle school students : Parent perspective" 23 (23): 579-590, 2013
• 16 Amato, P. R., "Parental divorce and the wellbeing of children : a meta-analysis" 110 (110): 26-46, 1991
• 17 Toffler, B. L., "Occupational role development : The changing determinants of outcomes for the individual" 26 (26): 396-418, 1981
• 18 Keijo Sipilä, "No pain, no gain? Teachers implementing ICT in instruction" Emerald 8 (8): 39-51, 2011
• 19 Chris Jones, "Net generation or Digital Natives: Is there a distinct new generation entering university?" Elsevier BV 54 (54): 722-732, 2010
• 20 Nizar Mohammad Alsharari, "Management accounting change: critical review and a new contextual framework" Emerald 11 (11): 476-502, 2015
• 21 Idorenyin Idorenyin Thomas Ukut, "Justifying students’ performance" Emerald 16 (16): 18-35, 2019
• 22 Mohammad HERLI, "Gender Diversity on Board of Directors and Intellectual Capital Disclosure in Indonesia" 한국유통과학회 8 (8): 135-144, 2021
• 23 Kavita A. Shah, "Game-Based Accounting Learning" IGI Global 9 (9): 21-29, 2017
• 24 Nair, P. K., "Factors affecting acceptance & use of ReWIND" 12 (12): 183-201, 2015
• 25 Gyamfi-Yeboah KWABENA, "Effects of a Technological-Organizational-Environmental Factor on the Adoption of the Mobile Payment System" 한국유통과학회 8 (8): 329-338, 2021
• 26 Qaiser Suleman, "Effects of Parental Socioeconomic Status on the Academic Achievement of Secondary School Students in District Karak (Pakistan)" Macrothink Institute, Inc. 2 (2): 14-32, 2012
• 27 Tjahjadi, B., "Does intellectual capital matter in performance management systemorganizational performance relationship? Experience of higher education institutions in Indonesia" 20 (20): 533-554, 2019
• 28 Arun Kumar GIRI, "Does Technological Progress, Trade, or Financial Globalization Stimulate Income Inequality in India" 한국유통과학회 8 (8): 111-122, 2021
• 29 Marc Prensky, "Digital Natives, Digital Immigrants Part 2: Do They Really Think Differently?" Emerald 9 (9): 1-6, 2001
• 30 Cabero Almenara, J., "Description of a didactic instrument for the analysis of models and teaching strategies of networked university courses" 34 : 31-47, 2009
• 31 Fred J. Heemstra, "Defining ICT proposals" Emerald 17 (17): 258-268, 2004
• 32 Lwoga, E., "Critical success factors for adoption of webbased learning management systems in Tanzania" 10 (10): 4-21, 2014
• 33 David Buckingham, "Constructing the "Media Competent" Child: Media Literacy and Regulatory Policy in the UK" Sektion Medienpadagogik der Deutschen Gesellschaft fur Erziehungswissenschaft - DGfE 11 (11): 1-14, 2005
• 34 Herrington, J., "An instructional design framework for authentic learning environments" 48 (48): 23-48, 2000
• 35 Merino, D., "An analysis of the determinants of students’ performance in e-learning" 30 : 476-484, 2014
• 36 Abaidoo, N., "Adoption and effective integration of ICT in teaching and learning in higher institutions in Ghana" 2 (2): 411-422, 2014
• 37 Kaplan, A., "Achievement goals and student well-being" 24 (24): 330-358, 1999
• 38 Man, P., "A hierarchical model for developing e-textbook to transform teaching and learning" 15 (15): 92-103, 2018
• 39 Lim, C. P., "A framework for developing pre-service teachers’ competencies in using technologies to enhance teaching and learning" 48 (48): 69-83, 2011
• 40 Moradi, K., "A comparison of EFL teachers and EFL students’ understandings of ‘highly effective teaching’" 98 : 1204-1213, 2014