Exam 2 Flashcards
What is a variable?
Something that varies and must have at least two levels.
What is a constant?
Something that could potentially vary but that has only one level in the study in question.
What is a measured variable?
One whose levels are simply observed and recorded.
What is a manipulated variable?
A variable that a researcher controls.
What is a construct?
Also known as conceptual variable; an abstract concept such as “shyness” or “intelligence”.
What is a conceptual definition?
The theoretical definition of a construct or conceptual variable.
What is to operationalize?
To turn a concept of interest into a measured or manipulated variable.
What are the three types of claims?
Frequency claims, association claims and causal claims.
What is a frequency claim?
A particular rate or degree of a single variable. Example: “1 in 25 teens attempt suicide”.
What is an association claim?
Argues that one level of a variable is likely to be associated with a particular level of another variable.
What is a correlation?
When one variable changes, the other variable tends to change too.
What is a positive correlation?
As one variable increases, the other increases as well.
What is a negative correlation?
As one variable increases, the other decreases.
What is a zero correlation?
No link between variables.
What is a causal claim?
Argues that one of the variables is responsible for changing the other.
What are the three criteria for making a causal claim?
The two variables are correlated (covariance); the causal variable came first (temporal precedence); no other explanation exists for the relationship (internal validity).
What is validity?
The appropriateness of a conclusion or decision.
What are the four types of validity?
Construct validity, external validity, statistical validity, internal validity.
What is construct validity?
How well the variables in a study are measured or manipulated.
What is external validity?
The extent to which the results of a study generalize to a larger population or to other situations.
What is statistical validity?
The strength of an effect and its statistical significance.
What is internal validity?
The extend to which the manipulated variable is responsible for the effect on the measured variable, rather than some other variable. Applies to causal claims only.
What is a Type I error?
Mistaken conclusion that there is an association between two variables when there really is none. Also known as “false positive”.
What is a Type II error?
Mistaken conclusion that there is no association between two variables when there really is one. Also known as “false negative” or “miss”.
What is covariance?
Variable A changes as variable B changes. Correlation.
What is temporal precedence?
Variable A comes first in time, before B.
What is an independent variable?
The manipulated variable.
What is a dependent variable?
The measured variable.