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To be confident that a cause-and-effect relationship exists, it is necessary to

Paper 1 · Research Aptitude
To be confident that a cause-and-effect relationship exists, it is necessary to
AEngage in naturalistic observation
BDevelop a positive correlation
CPerform a controlled experiment ✓ Correct
DTest for a negative correlation
Correct answer: (C) Perform a controlled experiment — To be confident of a cause-and-effect relationship, it is necessary to perform a controlled experiment, so that is the answer.
Explanation
To be confident of a cause-and-effect relationship, it is necessary to perform a controlled experiment, so that is the answer.
Only a controlled experiment manipulates the cause while holding other conditions constant.
So it alone can show that the effect truly follows from the manipulated cause.
Naturalistic observation only watches behaviour and cannot establish cause.
A positive or negative correlation shows that variables move together but not that one causes the other.
So the controlled experiment is necessary to be confident of cause and effect.

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