Impact of Design thinking - Creativity, Problem Solving, Collaboration and Critical thinking

The data illustrates the contributions of eight design thinking principles—User-Centered Design, Empathy, Clarity, Consistency, Feedback, Flexibility, Aesthetics, and Accessibility—to four key student outputs: Critical Thinking, Creativity, Collaboration, and Problem Solving. Each principle exhibits varying degrees of impact across these outputs, with some principles showing strong influence, such as Empathy contributing significantly to Creativity (30%) and User-Centered Design enhancing Problem Solving (25%). Conversely, principles like Aesthetics and Accessibility play more modest roles, contributing minimally to outputs like Critical Thinking and Creativity. This distribution highlights the multifaceted nature of design thinking in fostering diverse skills, demonstrating how different principles uniquely enhance specific aspects of student performance. The visualization further emphasizes these insights through color-coded bar charts, providing a clear and comparative view of each principle's impact.

本数据集阐明了八项设计思维原则对四类核心学生能力产出的贡献程度，八项原则具体包括：以用户为中心的设计(User-Centered Design)、共情(Empathy)、清晰性(Clarity)、一致性(Consistency)、反馈(Feedback)、灵活性(Flexibility)、美学性(Aesthetics)与可及性(Accessibility)；四类核心产出分别为批判性思维(Critical Thinking)、创造力(Creativity)、协作能力(Collaboration)与问题解决能力(Problem Solving)。各项原则在四类产出中的影响程度存在差异，其中部分原则影响力较强：例如共情对创造力的贡献占比达30%，以用户为中心的设计对问题解决能力的提升幅度为25%。与之相对，美学性与可及性等原则的作用则较为有限，对批判性思维与创造力等产出的贡献程度极低。该贡献分布凸显了设计思维在培育多元化学生能力时的多面性，揭示了不同原则如何针对性地提升学生表现的特定维度。本可视化成果通过色标编码的柱状图进一步强化了上述结论，为各项原则的影响程度提供了清晰且便于对比的呈现视角。