Example: an A-grade 2025 project, shown as its team would see it. Shared with the course leader’s permission, names removed. Nothing here saves.
Step 04
Learning cards
A hypothesis ends here, in the same shape as the paper card from class: what you believed, what you observed, what you learned — therefore.
Every hypothesis has its learning card
Nothing is left open. If a verdict was reached too quickly, gather more evidence and revisit it. If the question has moved on, record a new hypothesis.
Students would use one place that gathers course materials and campus activities, because the real pain is that these are scattered across Moodle, OneDrive, email and social media.
Step 2 · Observation
We observed
1 supporting · 1 contradicting
Step 3 · Learnings and insights
From that we learned that
Interest is real (five of five) but it came from a spoken pitch to five friends. And students want fewer places to check, not a new one.
Step 4 · Decisions and actions
Therefore, we will
Before building anything, run a 'concierge' pilot with 8–10 students in one or two courses: we gather and share the materials, send a weekly activity digest and pass anonymous feedback on by email, all by hand, and record what people come back for.
Why, in your own words?
Five friends reacting to a description cannot carry a build decision. Playing the platform ourselves for a term shows which function is actually used, before we spend anything on a website.
A team member · 21 Nov
Learning card 2Validated
Step 1 · Hypothesis
We believed that
Students hold back feedback to lecturers because they fear it will make a bad impression, so they would only use a feedback channel if it were genuinely anonymous.
Step 2 · Observation
We observed
1 supporting
Step 3 · Learnings and insights
From that we learned that
The fear is real and consistent. Students will speak up only if the channel collects nothing that identifies them, and only if they can see that speaking up leads somewhere.
Step 4 · Decisions and actions
Therefore, we will
The feedback channel collects no identifying information and shows a visible status: Received, Under review, Responded. We approach Student Affairs to confirm the university will actually answer.
Why, in your own words?
Every interviewee raised the same two doubts. Without a visible response the channel is an empty box, and they told us they would not use one.
A team member · 21 Nov
Learning card 1Validated
Step 1 · Hypothesis
We believed that
Students lose motivation mid-semester because workload piles up and assignment requirements are unclear, not because they stop caring about the subject.
Step 2 · Observation
We observed
3 supporting
Step 3 · Learnings and insights
From that we learned that
The mid-semester drop is predictable and systemic: workload peaks, unclear briefs and isolation, not laziness. The survey, the interviews and the published studies all pointed the same way.
Step 4 · Decisions and actions
Therefore, we will
We stopped treating this as a motivation problem. Gamification and 'encouragement' ideas are dropped; we build for time saved and clarity.
Why, in your own words?
72% named workload; all eleven interviews raised unclear requirements or overload without being asked; not one person described losing interest in the subject.