Grade 12 Computer Science Principles Rubric Description This rubric is designed to assess student performance in Grade 12 Computer Science Principles; ensuring a comprehensive evaluation of key skills and knowledge. The criteria align with foundational computing concepts; problem-solving abilities; and real-world applications of technology. Students will be evaluated on their understanding of computational thinking; programming proficiency; data analysis; and the societal impacts of computing. The rubric emphasizes clarity; creativity; and technical accuracy in student work. It assesses the ability to design and implement algorithms; debug code; and explain computational processes in written and verbal formats. Students must demonstrate logical reasoning when solving problems and justify their design choices. Collaboration and communication skills are also evaluated; as students often work in teams to develop projects. A key educational benefit of this rubric is its focus on both conceptual understanding and practical application. By evaluating students on multiple dimensions—such as code functionality; efficiency; and documentation—the rubric encourages a deeper engagement with computer science principles. It also promotes iterative learning; allowing students to refine their work based on feedback. Additionally; the rubric assesses ethical considerations in computing; ensuring students understand privacy; security; and the broader implications of technology. This prepares them for responsible digital citizenship and potential careers in tech-related fields. The rubric provides clear performance descriptors for each competency; helping students self-assess and set goals for improvement. Teachers can use it to deliver consistent; objective feedback while supporting differentiated instruction. Overall; this rubric fosters a structured yet flexible approach to evaluating student growth in computer science.