The Moderating Influence of Learner Diversity on the Relationship between Institutional Readiness and Learner Participation in Distance Learning in Kenya

Joyce Wagithi Kiruma, Ann Aseey, Dorothy Kyalo, Naomi Mwangi
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Abstract

The objective of this study was to establish the moderating influence of learner diversity on the relationship between institutional readiness and learner participation in distance learning in Kenya. The study adopted a mixed-methods research. The target population included 916 learners enrolled in bachelor of education programs, with a representative sample of 180 students selected. A structured survey questionnaire was utilized to collect data. Open-ended survey questions provided qualitative insights, enriching the data. The qualitative data were analyzed thematically. Descriptive statistics were employed to summarize the quantitative data, providing a clear overview of learners' perceptions and responses.  Hierarchical regression analysis was used to test this hypothesis. The findings suggest that learner diversity does not significantly alter the relationship between institutional readiness and learner engagement. While institutional readiness remains a robust predictor of participation (Model 1: β = 0.920, t = 31.226, p < 0.05), the introduction of the moderating variable in Model 2 leads to diminished individual significance for both institutional readiness and the moderating variable. However, Model 3 unveils a nuanced landscape, emphasizing the critical role of the interaction term. The substantial impact of the interaction term (β = -8.392, t = -12.019, p < 0.05) underscores the intricate interplay between institutional readiness and learner diversity. This study emphasizes the importance of prioritizing institutional readiness to enhance learner participation in distance learning, acknowledging the subtle yet influential role of learner diversity in shaping this relationship. Future research could delve deeper into the specific mechanisms through which learner diversity interacts with institutional readiness to influence participation. To enhance distance learning in Kenya, it is recommended to strengthen institutional readiness by investing in robust technological infrastructure. Continuous faculty training programs should be implemented to enhance digital teaching proficiency. Collaborative efforts among faculty members to improve online learning experiences should be encouraged. Equitable access to resources, particularly for diverse learners, must be ensured to promote inclusivity. Policymakers should prioritize these measures, emphasizing the significance of a well-prepared institutional environment for effective and equitable distance education in Kenya.
学习者多样性对肯尼亚远程学习机构准备程度与学习者参与度之间关系的调节作用
本研究的目的是确定学习者多样性对肯尼亚远程学习中机构准备和学习者参与之间关系的调节作用。研究采用了混合方法。研究对象包括 916 名就读于教育学学士学位课程的学习者,其中选取了 180 名学生作为代表性样本。采用结构化调查问卷收集数据。开放式调查问题提供了定性见解,丰富了数据。对定性数据进行了专题分析。采用描述性统计对定量数据进行了总结,清晰地概述了学习者的看法和反应。 层次回归分析用于检验这一假设。研究结果表明,学习者的多样性并没有明显改变机构准备度与学习者参与度之间的关系。虽然院校准备程度仍然是参与度的有力预测因素(模型 1:β = 0.920,t = 31.226,p < 0.05),但模型 2 中调节变量的引入导致院校准备程度和调节变量的个体显著性降低。然而,模型 3 揭示了一个微妙的情况,强调了交互项的关键作用。交互项的巨大影响(β = -8.392,t = -12.019,p < 0.05)强调了院校准备度与学习者多样性之间错综复杂的相互作用。本研究强调了优先考虑机构准备情况以提高学习者参与远程学习的重要性,同时承认学习者多样性在形成这种关系中的微妙但有影响力的作用。未来的研究可以深入探讨学习者多样性与机构准备程度之间相互作用、影响参与的具体机制。为了加强肯尼亚的远程学习,建议通过投资于强大的技术基础设施来加强机构的准备程度。应实施持续的教师培训计划,以提高数字教学能力。应鼓励教师之间开展合作,以改善在线学习体验。必须确保公平获取资源,特别是对不同的学习者,以促进包容性。政策制定者应优先考虑这些措施,强调一个准备充分的制度环境对肯尼亚有效和公平的远程教育的重要意义。
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