Color preferences of home learners for online companion learning videos

HuiMin Tao, Qing Sheng, XiaoYu Dai
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Abstract

During the post-pandemic era, online companion learning videos have become a cornerstone of home-based education and provide learners with a sense of companionship while addressing their emotional and cognitive needs. Among the key factors influencing user engagement, thumbnail colors play a pivotal role in driving click-through rates (CTR), a crucial prerequisite for effectively delivering educational content. This study explores the impact of thumbnail colors on user preferences and learning outcomes via grey relational analysis and A/B testing. The findings identify optimal color attributes—such as warm tones with high lightness and low saturation—that not only significantly enhance CTR but also promote positive emotions and cognitive engagement. These findings demonstrate that effective thumbnail design not only captures learners’ initial attention but also fosters a conducive environment for focused and meaningful learning. For video publishers and educational media practitioners, this research underscores the importance of balancing visual appeal with educational value. An implementation of the recommended color strategies enables practitioners to create content that attracts users while supporting sustained learning engagement, ultimately merging entertainment with meaningful educational impact.
家庭学习者对在线同伴学习视频的颜色偏好
在大流行后时代,在线同伴学习视频已成为家庭教育的基石,在满足学习者情感和认知需求的同时,为学习者提供了一种陪伴感。在影响用户参与度的关键因素中,缩略图颜色在提高点击率(CTR)方面起着关键作用,这是有效传递教育内容的关键先决条件。本研究通过灰色关联分析和A/B测试探讨缩略图颜色对用户偏好和学习结果的影响。研究结果确定了最佳的色彩属性——比如高亮度和低饱和度的暖色调——这不仅能显著提高点击率,还能促进积极的情绪和认知参与。这些发现表明,有效的缩略图设计不仅能吸引学习者的初始注意力,还能营造一个有利于集中注意力和有意义学习的环境。对于视频出版商和教育媒体从业者来说,这项研究强调了平衡视觉吸引力和教育价值的重要性。实施推荐的色彩策略使从业者能够创建吸引用户的内容,同时支持持续的学习参与,最终将娱乐与有意义的教育影响结合起来。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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