摩洛哥公立高等教育在线学习者的成功分析

Yassine Safsouf, K. Mansouri, F. Poirier
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引用次数: 34

摘要

目的/目的:本研究关注摩洛哥高等教育中学习者对学习管理系统的成功,并提出了一个理论模型,以更好地理解学习者满意度、自我调节和继续使用这些系统的意愿的决定因素。为此,对模型中可能产生积极或消极影响的变量进行了检查。背景:采用最新版本的技术接受模型、期望-确认模型、DeLone和McLean信息系统成功模型和自我调节学习理论。本研究提出一个因果模型,称为电子学习者成功评估模型(e-LSAM)。方法:采用结构方程模型(SEM)方法对e-LSAM结构之间的相关假设进行实证验证和检验。贡献:本研究扩展了前人关于影响学习者在电子学习系统中使用、参与、满意度和成功的因素的研究,并提出了一个因果模型——电子学习者成功评估模型(e-LSAM)。研究发现:学习者在电子学习系统中的成功可以通过自我调节和学习者继续使用电子学习系统的意愿来解释,学习者的满意度可以解释学习者继续使用电子学习系统的意愿。结果还表明,系统质量、课程和信息质量、课程灵活性、评估多样性和社会互动可以提高学习者对LMS平台的满意度。对社会的影响:这项研究将使摩洛哥的大学和高等学校更好地了解提高学生成绩和教育水平的关键因素。未来研究:本文档概述了有助于理解学习者在电子学习系统中取得成功的因素;它并非没有限制。我们的研究没有考虑人口统计属性的影响,如性别、年龄、教育水平等。更具体地说,摩洛哥和其他国家一样,有自己的传统和文化,未来的研究应该探讨这些方面如何影响学习者在电子学习系统中的成功。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Analysis to Understand the Online Learners' Success in Public Higher Education in Morocco
Aim/Purpose: This study focuses on the learners’ success toward learning management systems in higher education in Morocco and also proposes a theoretical model to better understand the determinants of learners’ satisfaction, self-regulation and continuance intention to use these systems. For this purpose, variables which may have a positive or negative influence in our model are examined. Background: The latest version of the technology acceptance model, expectation–confirmation model, DeLone and McLean Information systems success model and self-regulated learning theory, have been used. This study proposes a causal model named e-learner success assessment model or e-LSAM. Methodology: In this study, a structural equation model (SEM) approach was used for the empirical validation and testing of correlation hypotheses between e-LSAM constructions. Contribution: This research extends previous literature on the factors that can contribute to learners’ use, engagement, satisfaction and success in an e-learning system, we also propose a causal model named e-learner success assessment model (e-LSAM). Findings: The results indicate that, learner’s success in an e-learning system could be explained by self-regulation and learners’ intention to continue using LMS, which is explained by learners’ satisfaction. The results also show that the system quality, course and information quality, course flexibility, diversity in assessments and social interactions can improve learners’ satisfaction with LMS platforms Impact on Society: This study will enable the university and higher school in Morocco to better understand the critical factors to be undertaken to improve student performance and educational levels. Future Research: This document is a general overview of factors that help to understand learner’s success in an eLearning system; it is not without limitations. Our research did not take into account the effects of demographic attributes such as gender, age, level of education and others. More specifically, Morocco, like any other country, has its own traditions and culture, future research should explore how these aspects influence the success of learners in an e-learning system.
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