影响使用适应性学习系统的行为意图的因素:整合自决理论和技术接受的统一模型
Floro Deogracias G Llacuna1, Ardvin Kester S Ong2, Michael N Young3
1School of Industrial Engineering and Engineering Management, Mapúa University, 658 Muralla St., Intramuros, Manila, 1002, Philippines; School of Graduate Studies, Mapúa University, Manila, Philippines, , 658 Muralla St., Intramuros, Manila, 1002, Philippines; School of Foundational Studies and Education, Mapúa University, Manila, Philippines, 658 Muralla St., Intramuros, Manila, 1002, Philippines.
适应式学习系统 (ALS) 显著影响学生的学术使用,自主性,能力,价格和访问是关键因素. 开发商应该优先考虑移动可访问性,以便在发展中国家更广泛地采用.
科学领域:
- 教育技术的教育技术
- 人与计算机的交互
- 学习心理学学习的心理学.
背景情况:
- 适应式学习系统 (ALS) 在教育中越来越多地被采用,特别是随着在线学习的兴起.
- 发展中国家对ALS的评估和采用仍未得到充分研究.
- 了解学生采用因素对于有效的数字学习整合至关重要.
研究的目的:
- 分析影响学生在线ALS实际学术使用的变量.
- 确定学生使用ALS的行为意图的关键决定因素.
- 为改善ALS设计和实施在各种教育环境中提供见解.
主要方法:
- 一项涉及菲律宾638名学生的定量研究.
- 基于11个构造的50个项目在线调查.
- 结构方程建模 (SEM) 来分析综合的理论框架.
主要成果:
- 自主性,能力,价值和促进条件显著预测使用ALS的行为意图.
- 这些因素对于推动学生参与在线学习工具至关重要.
- 该研究强调了以用户为中心的设计和可访问性的重要性.
结论:
- 提高学生的自主性和感知能力对于ALS的采用至关重要.
- 经济实惠和可访问的技术 (智能手机,平板电脑) 是至关重要的,特别是在发展中国家.
- 开发人员和机构之间的合作可以优化ALS的学生福利和学习成果.
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