Exam Stress, Decoded.
We all have theories about exam stress. Let's see what the data says.
Three factors. Hundreds of student permutations. One interactive sandbox investigating procrastination, poor sleep, social pressure, and the exact mathematics in their overlap.
All verified students in this dataset.
The 3 Factors of the Stress Triangle
Each student is tested along three distinct axes. A factor is considered present when the self-reported score meets or exceeds the project threshold of 6 out of 9.
The Procrastination Trap
Intentional Study Delay & Avoidance
Putting off revision until tension forces high-stress cramming cycles. Measures task displacement, late revision starts, and rushing to finish preparation.
The Sleep Spiral
Circadian Disruption & Sleep Debt
Erratic sleep patterns, sleep deprivation (< 6 hours nightly), and pervasive daytime fatigue while attempting to retain complex academic concepts.
The Pressure Bubble
Social & Family Expectations
High familial grade demands, anxious peer comparison, and the acute fear of letting people down if exam scores fall below anticipated standards.
Rigorous Math Meets Human Experience
We translate psychological self-reports into formal discrete mathematics and logic.
1. Inclusion–Exclusion
Prevents double-counting in multi-set overlaps. We compute the exact formula:
2. Propositional Logic
We test material implications X → E across all 4 truth assignments. Counterexamples (X is true, yet E is false) empirically test whether a factor is sufficient for stress.
3. Prediction vs Reality
To prevent hindsight bias, you record your intuitive prior hypothesis before answering questions. We then measure the empirical delta between expectation and observed data.
Pure Educational Mathematics. No Medical Claims.
Participation is voluntary and unauthenticated. We never collect names, student IDs, emails, or IP addresses. Thresholds are operational rules for university coursework, not clinical diagnostics.
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