Asked by Fundi Madaza on Jun 20, 2024
Verified
Identify a true statement about the interpretation of statistically significant results of a research study.
A) Failure to detect changes in conditions on the intended dimension result in a statistically significant difference on the dependent variable.
B) When causal attributions between the independent variable and dependent variable are established, statistical results are least significant.
C) Statistically successful results are obtained when manipulation checks detect the presence of multiple confounds.
D) Although manipulation checks can be used to rule out existing alternatives, such checks can also introduce confusion during statistical analyses.
Manipulation Checks
Assessments used in experimental research to determine if the independent variable has been successfully manipulated.
Statistically Significant
Indicates that the likelihood of the observed result occurring by chance is low, suggesting a true effect in a study.
Causal Attributions
The process by which individuals explain the causes of behavior and events, which can influence their motivation and emotions.
- Comprehend the elements that lead to statistically significant and nonsignificant outcomes in research studies.
Verified Answer
MM
Maria MendozaJun 25, 2024
Final Answer :
D
Explanation :
Manipulation checks are used to rule out alternative explanations for the results, but they can also introduce confusion during statistical analyses by adding more variables to the model. It is important to carefully consider the use of manipulation checks and their potential impact on the interpretation of statistically significant results. The other options are incorrect.
Learning Objectives
- Comprehend the elements that lead to statistically significant and nonsignificant outcomes in research studies.