(A) Job retention - Whether workers stay in their jobs long-term
This is about the future, not about what happened in the study
If we are trying to figure out why someone ran faster in a race, asking "will they keep running next year?" doesn't help explain this race
(C) Prior experience - Whether both groups had equal experience
They randomly assigned workers, so this should already be fair
If we flip a coin to divide people into teams, we don't need to check if the teams are fair - that's the whole point of random assignment
(D) Pay satisfaction - Whether Group 1 felt better about their salary
Pay satisfaction has nothing to do with the hypothesis about "cognitive engagement"
If someone claims they're cooking better because they feel more creative, asking about their salary doesn't test that claim
(E) Common perceptions - Whether clerical work is usually seen as boring
This is just background information, doesn't test the specific hypothesis
Knowing that most people find math boring doesn't help you figure out why one student suddenly improved in math class
Only option B offers an
alternative explanation that could account for the exact same results. The others either don't relate to the hypothesis or don't explain the performance improvement.