Mediation–Moderation Analysis of Senior High School Student Satisfaction, Academic Engagement, Gender, and Its Relationship With Learning Styles and Academic Performance

Future in Educational Research Pub Date : 2026-03-10 Epub Date: 2025-12-04 DOI:10.1002/fer3.70034
Francis Britwum, Henry Yaw Acheampong, Samuel Obed Amoah, Edwin Adjei, Sandra Aidoo, Enoch Osei Agyemang
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Abstract

A complex interplay of cognitive, emotional and contextual factors shapes student learning and academic success. This study examined the relationships among learning styles, student satisfaction, academic engagement, gender, and academic performance of senior high school students in the La Dade-Kotopon Municipality of Ghana. Conducted in August 2021, the study adopted a descriptive survey design. Senior high schools and the students were selected using purposive sampling, proportionate sampling, and a table of random numbers. Of the 341 questionnaires distributed, 287 valid responses were retrieved and analysed. Mediation and moderation analyses were performed using Hayes' PROCESS macro. Results revealed that student satisfaction mediates the relationship between learning styles (independent, avoidant, collaborative, dependent, competitive and participant) and academic performance. Further, academic engagement was found to mediate the relationship between student satisfaction and academic performance. In addition, gender moderated the association between participants' learning styles and student satisfaction. These findings suggest that the Ghana Education Service (GES) should integrate learning style awareness and student engagement strategies into continuous professional development programs for senior high school teachers. Such training would empower educators to identify subtle learning needs in overcrowded classrooms and tailor their delivery accordingly.

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高中生满意度、学业投入、性别与学习风格、学业成绩关系的中介-调节分析
认知、情感和环境因素的复杂相互作用决定了学生的学习和学业成功。本研究考察了加纳La Dade-Kotopon市高中学生的学习风格、学生满意度、学习投入、性别和学习成绩之间的关系。该研究于2021年8月进行,采用描述性调查设计。采用有目的抽样、比例抽样和随机数字表的方法选取高中和学生。在发放的341份问卷中,回收并分析了287份有效回复。使用Hayes' s PROCESS宏进行中介和调节分析。结果表明,学生满意度在学习风格(独立型、回避型、合作型、依赖型、竞争型和参与型)与学习成绩之间起中介作用。此外,研究发现学业投入在学生满意度和学业成绩之间起中介作用。此外,性别调节了参与者的学习方式与学生满意度之间的关系。这些发现表明,加纳教育服务(GES)应该将学习风格意识和学生参与策略整合到高中教师的持续专业发展计划中。这种培训将使教育工作者能够在拥挤的教室中识别细微的学习需求,并相应地调整其授课方式。
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