Learning
Student work, performance, explanations, demonstrations, assessment patterns, misconceptions, and practice.
Instructional Design + Practice
Review & Refine
Use evidence from a real course to preserve what is working, identify friction, and make a targeted revision. Continuous improvement does not mean constantly rebuilding everything.
Evidence
Start with what you are actually seeing.
Useful evidence may include student work, recurring questions or errors, participation/completion patterns, student feedback, instructor observations, learner-perspective testing, accessibility/usability findings, feedback use, and pacing/workload observations.
Experience
Navigation, instructions, access barriers, recurring questions, help requests, workload, and student feedback.
Teaching
Instructor observations, feedback patterns, implementation notes, and evidence about what is already working well.
Four questions
Match the scale of the revision to the evidence.
What is happening?
Describe the pattern before jumping to a cause.
What might explain it?
Consider more than one reasonable explanation and what the evidence does not establish.
What should stay?
Protect effective teaching, appropriate rigor, and course elements that are working.
What is the smallest useful change?
Choose a revision proportional to the problem rather than defaulting to a full rebuild.
After implementation
Decide what you will look for next.
Then choose to keep the revision, revise again, restore the previous approach, or gather more evidence. Student feedback is evidence, not a popularity vote; assessment data are evidence, not a complete explanation; instructor experience is evidence, not the only perspective.
Something worked? Share the context.
Useful faculty sharing explains the issue, the evidence, the change, what happened, and the conditions that mattered.