Chapter 4 Flashcards
Variable
any event, situation, behavior, or individual characteristic that varies. It must have two or more levels or values.
3 key types of Validity
Construct validity: methods of studying variables are accurate.
Internal validity: accuracy of conclusions about cause and effect.
External validity: can we generalize the findings of a study to other settings.
Operational Definition
Concrete terms that can be measured or explains how the variable will be manipulated.
EX: a persons bowling skill is the variable. The bowling skill is operationalized as a persons average bowling score, or as the number of pins knocked down in a single roll.
Positive Linear Relationship
Increases in the values of one variable are accompanied by increases in the values of the second variable.
EX: the more time parents spend reading to their preschool kids, the more the kids will enjoy reading when they are in elementary school.
Negative Linear Relationship
Increase in one variable are accompanied by a decrease in the values of the other variable.
EX: The more children watch TV the less time they spend with their parents.
Curvilinear Relationship
The increase of one variable are accompanied by a systematic increase and decrease in the values of the other variable. This is also called a nonmonotonic function
No Relationship
When their is no relationship between the two variables, the graph is simply a flat line.
Levels
If the variable has categories (gender, ethnicity)
Value
Value is if the variable has quantities (weight, age, height)
Correlation Coefficient
index of the degree of relationship between variables. (-1.0 to +1.0)
Nonexperimental method
relationships are studied by making observations or measures of the variables of interest. Variables are observed naturally.
EX: ask person to describe their behavior, directly observing behavior, recording physiologicial responses or even examining various public records such as sensus data.
Experimental Method
Involves direct manipulation and control of variables.
EX: This first area of interest is manipulated and then records the response.
Experimental Vs. Correlation Method
Experimental you are manipulating the variable in order to record the response.
Correlation method you are taking two variables and observing if they line up. No manipulation of either variable EX: anxiety and exercise. What happens to anxiety when you exercise? If you exercise anxiety levels are lowered.
Third variable problem
any variable that is extraneous to the two variables being studied.
EX: anxiety and exercise third variable could be income.
Confounding Variable
When the uncontrolled third variable is operating.
EX: amount of coffee consumed and likelihood of a heart attack. Third variable usually not mentioned in media is genetics, occupation, or personality.