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Multiple Choice
Which of the following factors is needed to establish causality in research on stress?
A
Random sampling of participants
B
Manipulation of the independent variable
C
Large sample size
D
Use of self-report questionnaires
Verified step by step guidance
1
Understand that establishing causality in research requires demonstrating that changes in one variable directly cause changes in another variable.
Recognize that random sampling helps with generalizability but does not by itself establish causality.
Identify that manipulation of the independent variable is essential because it allows the researcher to control and change the variable to observe its effect on the dependent variable.
Note that a large sample size improves the reliability and validity of results but does not guarantee causality.
Understand that self-report questionnaires are a method of data collection and do not establish causality without experimental manipulation.