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DOI: 10.14569/IJACSA.2019.0100852
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Impact of ICT on Students’ Academic Performance: Applying Association Rule Mining and Structured Equation Modeling

Author 1: Mohammad Aman Ullah
Author 2: Mohammad Manjur Alam
Author 3: Ahmed Shan-A-Alahi
Author 4: Mohammed Mahmudur Rahman
Author 5: Abdul Kadar Muhammad Masum
Author 6: Nasrin Akter

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 10 Issue 8, 2019.

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Abstract: Information and communication technology (ICT) plays a significant role in university students’ academic performance. This research examined the effect of ICT on the students’ academic performance at different private universities in Chittagong, Bangladesh. Primary data have been collected from the students of those universities using a survey questionnaire. Descriptive Statistics, Reliability Analysis, Confirmatory Factor Analysis, OLS regression, Structured Equation Modeling (SEM) and Data Mining algorithms such as Association rule mining and éclat have been employed to evaluate the comparative importance of the factors in identifying the academic performance of the students. From a statistical and mining perspective, overall results indicate that there is a significant relationship between ICT use and students’ academic performance. Also, student’s addiction to ICT has a significant influence on the comparative measurement in identifying the academic performance of the students. Finally, some recommendations are provided on the basis of the findings.

Keywords: Information and Communication Technology (ICT); student; academic; performance; association rule mining

Mohammad Aman Ullah, Mohammad Manjur Alam, Ahmed Shan-A-Alahi, Mohammed Mahmudur Rahman, Abdul Kadar Muhammad Masum and Nasrin Akter, “Impact of ICT on Students’ Academic Performance: Applying Association Rule Mining and Structured Equation Modeling” International Journal of Advanced Computer Science and Applications(IJACSA), 10(8), 2019. http://dx.doi.org/10.14569/IJACSA.2019.0100852

@article{Ullah2019,
title = {Impact of ICT on Students’ Academic Performance: Applying Association Rule Mining and Structured Equation Modeling},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2019.0100852},
url = {http://dx.doi.org/10.14569/IJACSA.2019.0100852},
year = {2019},
publisher = {The Science and Information Organization},
volume = {10},
number = {8},
author = {Mohammad Aman Ullah and Mohammad Manjur Alam and Ahmed Shan-A-Alahi and Mohammed Mahmudur Rahman and Abdul Kadar Muhammad Masum and Nasrin Akter}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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