Educators understand and use data to drive their instruction and support students in achieving their learning goals.
Designing with Data: Digital Assessment & Analysis
Digital Rubric Design
This section aligns with ISTE Educator Standard 2.7: Analyst, as it demonstrates my ability to use data and digital tools to inform instructional decisions and improve educational practices. Through the development and refinement of assessment rubrics and the use of Microsoft Forms for data collection, I applied data-driven strategies to evaluate effectiveness and guide improvements.
By analyzing the functionality of the initial rubric design, I identified reliability concerns and implemented revisions to improve accuracy and consistency in scoring. Additionally, the use of a digital survey allowed me to collect and interpret student interest data, providing insights that can support recruitment and instructional planning.
These artifacts reflect my ability to use technology to gather, analyze, and apply data in meaningful ways that enhance decision-making, improve instructional design, and support student engagement.
Data-Informed Rubric Design and Improvement
This rubric was developed and refined through a two-stage design process to improve both flexibility and scoring reliability. The initial version utilized a checkbox format, allowing for flexible evaluation across multiple criteria. However, upon review, I identified a limitation in scoring consistency, as users could select multiple performance levels within a single category.
To address this issue, the rubric was revised using drop-down validation, ensuring that only one performance level could be selected per criterion. This adjustment improved the accuracy, reliability, and usability of the assessment tool.
This process demonstrates the use of data-informed decision-making to evaluate and refine instructional tools for more effective assessment practices.
Refined design using dropdown validation to ensure one performance level per criterion.
Feedback & Polling Tool
Using Data Collection to Inform Instruction and Recruitment
A Microsoft Forms survey was developed to gather student interest data related to CNC machining and program engagement. This tool allowed for efficient collection and analysis of responses, providing valuable insights into student perceptions and potential recruitment opportunities.
The results were analyzed and summarized to identify trends and inform future instructional and program decisions. By leveraging digital tools for data collection and analysis, this artifact demonstrates how feedback can be used to guide improvements, support student engagement, and inform strategic planning.
"True learning happens when knowledge, effort, and purpose come together."
Alvin McCormick
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