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Educational Insights
Ask Dr. Victor Sampson: What Should Students Actually Do During a Group Discussion?
This week’s question comes from a high school science teacher who writes: “You showed a matrix during your presentation with processes across the top (generate, critique, support, refine, problematize) and products down the side (model, explanation, argument, and so on). Can you explain what each of those processes and products actually means, and give some examples of what the tasks look like when you pair them up to assign group discussion tasks?” Thank you for sending this
Krista Sampson
3 days ago7 min read
How Do I Get My Students Talking, and Keep Them on Topic?
A teacher asked me this question after a recent workshop, and it is one I get a lot. Whenever she tries to start a discussion, the same two or three students answer everything, the rest of the class checks out, and even when students do talk, they end up off topic in about thirty seconds. The pattern is familiar, and it is not a personality issue or a classroom-management issue. It is a design and facilitation issue, which means it is something we can actually solve. Below ar
Krista Sampson
Apr 274 min read
Rethinking Assessment in Science: Moving Beyond Tests
Assessment has always been more than a neutral measure of student achievement. In science classrooms, assessments shape what gets taught, how it gets taught, and how students see themselves as learners. They signal what counts as important knowledge. They influence how classroom time is spent. And they affect which students come to believe they are “good at” science. At their best, assessments illuminate student thinking, guide instruction, and provide meaningful feedback. At
Krista Sampson
Apr 273 min read


"By Science Folks for Science Folks" Round Rock ISD's ADI Implementation Journey
When Round Rock ISD first encountered Argument-Driven Inquiry (ADI), they saw a vision for what inquiry-based science instruction could look like: authentic, student-centered, and aligned with rigorous standards. By training a Science Cadre, piloting investigations, and scaling through PLCs, the district built teacher leadership and transformed classrooms. Today, ADI helps RRISD teachers engage every student in doing real science while also strengthening literacy and critical
Krista Sampson
Sep 22, 20256 min read


Exploring the Power of Argument-Driven Inquiry
Critical thinking in inquiry encourages students to question, analyze, and evaluate information. It pushes them beyond passive learning to active discovery.
Krista Sampson
Sep 22, 20254 min read
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