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从学习者视角对影响电子学习平台接受度的关键因素进行实证研究

An Empirical Investigation of Critical Factors Affecting Acceptance of E-Learning Platforms: A Learner's Perspective.

作者信息

Chugh Mitali, Upadhyay Rajesh, Chugh Neeraj

机构信息

School of Computer Science, UPES, Dehradun, Uttarakhand India.

College of Engineering Roorkee, Roorkee, India.

出版信息

SN Comput Sci. 2023;4(3):240. doi: 10.1007/s42979-022-01558-3. Epub 2023 Mar 2.

DOI:10.1007/s42979-022-01558-3
PMID:36883175
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9980855/
Abstract

E-learning is evolving as the paradigm of modern-day education. Globally, e-learning has seen a rise; however, failures happen. There is a dearth of studies that discuss why a lot of learners quit e-learning after a preliminary experience. Preceding research studies carried out under diverse task settings have proposed an assortment of factors impacting learners' satisfaction with e-Learning. This study developed an integrated conceptual model with the instructor, course, and learners' dimensions and then empirically validates it. The technology acceptance model (TAM) has been employed for testing the acceptance of various technologies and software within an e-learning context. This study intends to examine the salient factors of effective e-learning acceptance by learners. A survey investigates the critical factors using a self-administered questionnaire influencing the satisfaction of learners in the e-Learning system/platform. The study uses quantitative methodology and data were collected from 348 learners. On performing the structured equation modeling for testing the hypothesized model, outcomes reveal the significant factors influencing learners' perceived satisfaction studied in three dimensions of the instructor, course, and learner. It will facilitate educational institutes and provide directions on improving learners' satisfaction and additionally improve e-Learning implementation.

摘要

电子学习正在演变为现代教育的范式。在全球范围内,电子学习呈上升趋势;然而,也存在失败的情况。缺乏研究探讨为何许多学习者在初步体验后就放弃电子学习。先前在不同任务环境下进行的研究提出了一系列影响学习者对电子学习满意度的因素。本研究构建了一个包含教师、课程和学习者维度的综合概念模型,然后对其进行实证验证。技术接受模型(TAM)已被用于测试电子学习环境中各种技术和软件的接受情况。本研究旨在探究学习者有效接受电子学习的显著因素。一项调查通过自填式问卷研究影响电子学习系统/平台中学习者满意度的关键因素。该研究采用定量方法,从348名学习者那里收集了数据。在对假设模型进行结构方程建模测试时,结果揭示了在教师、课程和学习者三个维度上影响学习者感知满意度的重要因素。这将有助于教育机构,并为提高学习者满意度提供指导,进而改进电子学习的实施。

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