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Which of the following independent variables cannot be manipulated in a research study?

Paper 1 · Research Aptitude
Which of the following independent variables cannot be manipulated in a research study?
AGender
BEthnicity
CIntelligence and other inborn traits
DAll of the above ✓ Correct
Correct answer: (D) All of the above — Gender, ethnicity and inborn traits like intelligence all cannot be manipulated, so the answer is all of the above.
Explanation
Gender, ethnicity and inborn traits like intelligence all cannot be manipulated, so the answer is all of the above.
To manipulate a variable, the researcher must be able to assign or change it at will.
Gender is a fixed characteristic of the participant and cannot be assigned by the researcher.
Ethnicity is likewise a given trait that cannot be changed for the study.
Intelligence and other inborn traits are pre-existing and beyond the researcher's control.
Since none of these can be manipulated, all of them together are the answer.

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