Effect Size and Significance Level in Statistics

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19 Questions

What does Cohen's d measure in a research study?

Magnitude of effect of the independent variable on the dependent variable

When is the need for a higher significance level in statistical analysis justified?

Sometimes, depending on the context

Which type of validity assesses how well an experiment represents real-world situations?

Face validity

What is one indicator of construct validity that focuses on ensuring the experiment covers all relevant aspects of the concept being studied?

Content validity

What type of validity examines whether the experimental conditions are causing the observed effects rather than other variables?

Internal validity

What concept in biopsychology refers to the debate over whether genetics or environment plays a larger role in behavior?

Nature vs. nurture

What is one reason why federally mandated committees review human research proposals?

To assess the ethical considerations involved in the research

What is the purpose of using r2 in statistics rather than just r?

To determine the shared variance in the sample

What does the standard regression equation y = mx + b represent?

The line of best fit for predicting y based on x

What does a significance level of p < 0.05 indicate in statistics?

The likelihood of obtaining results due to chance is less than 5%

Which measure tells you how wide the normal curve is and how much variance there is in your data?

Standard deviation

Why do researchers need to obtain informed consent from participants in human research studies?

To protect participants' rights and well-being

Which of the following is NOT a feature of good science?

Reliability

In psychological research, which type of variable is directly manipulated by the researcher?

Operational Variable

What type of method aims to describe behaviors, predict behaviors, determine causes of behaviors, and influence/control behaviors?

Applied research

What is the main issue associated with correlation studies?

Confounding variables

Which type of research involves understanding basic mechanisms and genetics?

Animal models research

What is the relationship between two variables that have a perfect negative correlation?

-1

"Theory" in scientific use differs from common use as it aims to:

Generate new knowledge

Test your knowledge on Cohen’s d for effect size, the significance level for hypothesis testing, and the importance of correcting for multiple comparisons in fMRI studies. Explore the concepts of P-hacking and the critical role of construct validity in research.

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