How Often Does a Missed Practice Question Become a Correct Answer?
Across repeated current-question pairs, latest recorded accuracy rises from 34.7% to 88.3% in Part 1, 37.4% to 89.5% in Part 2, and 44.2% to 91.5% in Part 3. The adaptive system deliberately resurfaces misses, so this is recovery, not causal proof.
What this result includes
- 41,322 repeated Part 1 pairs
- 16,982 repeated Part 2 pairs
- 12,709 repeated Part 3 pairs
Most first misses later become correct
Wrong-to-right recovery ranges from 87.9% to 90% across the three parts.
Some correct answers are not stable
Right-to-wrong transitions still occur in Part 1 11%, Part 2 8.1%, Part 3 6.6%.
Repeated exposure is selected
The platform is designed to repeat difficult items. The chart describes that recovery loop and does not estimate what would happen without it.
First and latest result on repeated questions
Pairs include one eligible learner and one current active question with at least two recorded attempts.
Repeat recovery by part3 rows
Wrong-to-right rate uses only pairs that were wrong on the first attempt.
| Part | Learners | Pairs | First | Latest | Wrong to right | Right to wrong | Avg. exposures |
|---|---|---|---|---|---|---|---|
| Part 1 | 499 | 41,322 | 34.7% | 88.3% | 87.9% | 11.0% | 3.2 |
| Part 2 | 190 | 16,982 | 37.4% | 89.5% | 88.1% | 8.1% | 3.7 |
| Part 3 | 143 | 12,709 | 44.2% | 91.5% | 90.0% | 6.6% | 3.1 |
What the data cannot establish
Observed recovery does not prove that PassFast caused the improvement or that the answer will remain correct after a delay.
Turn the finding into a decision.
Use the report to choose a focused action, then test that decision with current material. The evidence should reduce uncertainty; it should never replace the complete exam outline or promise an official result.
