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2024-11-29
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Copyright (c) 2024 Amjad Islam Amjad, Sarfraz Aslam, Zahra Saleem, Musarrat Habib, Umaira Tabassum, Samiya Ashfaq, Darakhshan Siraj

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How to Cite
Unlocking Success: Measuring Higher Education Students' Performance Through E-Books and M-Learning
Amjad Islam Amjad
School Education Department, Government of Punjab, Kasur, 55050, Pakistan
Sarfraz Aslam
Faculty of Education and Humanities, UNITAR International University, Petaling Jaya, 47300, Malaysia
Zahra Saleem
Department of Education, The Islamic University of Bahawalpur, Bahawalpur, 63100, Pakistan
Musarrat Habib
Department of Education, The University of Lahore, Lahore, 54950, Pakistan
Umaira Tabassum
Department of Education, Guangzhou University, Guangzhou, 510006, China
Samiya Ashfaq
Faculty of Education, Allama Iqbal Open University, Islamabad, 44310, Pakistan
Darakhshan Siraj
Department of Education, The Islamic University of Bahawalpur, Bahawalpur, 63100, Pakistan
DOI: https://doi.org/10.59429/esp.v9i11.3148
Keywords: academic performance, digital tools, e-books, higher education, m-learning
Abstract
Digital integration in higher education (HE) has made significant progress in the first quarter of the twenty-first century, paving the way for more significant strides in the future. The present study investigated the role of E-books and M-learning on the academic performance of university students in Pakistan. We selected 430 university students from 10 universities in Punjab province using multi-method and multi-stage sampling techniques. The study's research design was a descriptive survey with cross-sectional data collection using a self-developed questionnaire. For the data analysis, we used Jamovi software (Version 2.4.11). The results revealed that E-books (B = 1.635, SE = .10, t = 15.1, p <.001) significantly contribute to students M-learning behaviour, which (B = 1.149, SE = .092, t = -1.59, p <.001) significantly contribute to university students’ academic performance. It was also found that M-learning was a significant mediator for the relationship between E-books and academic performance at (B = .421, SE = .03, 95 % CI [.365, .502], Z = 12.6, p < .001), predicting 57.5 % of the total mediation. Based on the study’s results, we suggested that university students should effectively use E-books and M-learning to enhance their academic performance, leading to academic success.
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