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How E-Learning Is Reshaping the Education Industry of Developing Economy? An Evidence from PLS-SEM Approach

Author

Listed:
  • Ali, Hassan
  • Azhar, Maham
  • Zain, Marium
  • Shekhani, Hira
  • Muhammad Iqbal, Fahad

Abstract

The tremendous advancement of information technology has altered the way education is delivered. Students are increasingly opting for e-learning in order to improve their academic success. Explanatory research was chosen since it is based on a well-established principle and clarifies the relationship between the independent and dependent variables. Computer self-efficacy (CSE), goal-setting (GOS), meta-cognitive strategy (METS), and online environment (ONE) are independent variables, whereas academic performance is the dependent variable (ACS). The study examined multidimensional interactions in e-learning to investigate the impact of e-learning applications on academic success. The goal of the study is to increase students' academic performance. A questionnaire was used to collect data from students, and the structural equation model (SEM) was used to prove assumptions. The positive relationship between goal setting, computer self-efficacy, metacognitive strategy, and social interaction with academic success was proposed in this study, and three of the five hypotheses were accepted. However, the finding shows that the relationship between goal setting and computer self-efficacy on academic success was insignificant. The findings of this study will assist higher education institutions in improving their e-learning methods and efforts. In addition, the research model employed helps to a better knowledge of e-learning in both theory and practice.

Suggested Citation

  • Ali, Hassan & Azhar, Maham & Zain, Marium & Shekhani, Hira & Muhammad Iqbal, Fahad, 2022. "How E-Learning Is Reshaping the Education Industry of Developing Economy? An Evidence from PLS-SEM Approach," MPRA Paper 112308, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:112308
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    References listed on IDEAS

    as
    1. Raza, Syed Ali & Qazi, Wasim & Shah, Nida & Qureshi, Muhammad Asif & Qaiser, Shahzad & Ali, Ramsha, 2020. "Drivers of intensive Facebook usage among university students: An implications of U&G and TPB theories," Technology in Society, Elsevier, vol. 62(C).
    2. Reinartz, Werner & Haenlein, Michael & Henseler, Jörg, 2009. "An empirical comparison of the efficacy of covariance-based and variance-based SEM," International Journal of Research in Marketing, Elsevier, vol. 26(4), pages 332-344.
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    More about this item

    Keywords

    E-learning; goal-setting; metacognitive strategies; computer self-efficacy; online environment; academic success; developing economy; PLS-SEM.;
    All these keywords.

    JEL classification:

    • A2 - General Economics and Teaching - - Economic Education and Teaching of Economics
    • A22 - General Economics and Teaching - - Economic Education and Teaching of Economics - - - Undergraduate
    • A23 - General Economics and Teaching - - Economic Education and Teaching of Economics - - - Graduate
    • M3 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising
    • M38 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - Government Policy and Regulation

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