exam II Flashcards
Variable
An event, situation, behavior, or characteristic that varies. Example: Height, mass, test score.
Independent Variable (IV)
The variable that does not depend on others; it is manipulated in an experiment. Example: Hours of sleep in a sleep deprivation study.
Dependent Variable (DV)
The outcome variable that is measured in response to changes in the IV. Example: Reaction time in a cognitive task after different hours of sleep.
Operational Definition
The specific way a variable is manipulated or measured in a study. Example: Lack of sleep is defined as fewer than 4 hours per night.
Third Variable Problem
When an unmeasured variable influences the observed relationship between two variables. Example: Ice cream sales and drowning deaths both increase in summer, but temperature is the third variable.
Confounding Variable
A third variable that systematically varies with the IV, making it difficult to determine cause and effect. Example: If caffeine consumption differs between sleep study groups, it may confound the effect of sleep on reaction time.
Experimental Research
Research where variables are manipulated and controlled to establish cause and effect. Example: Randomly assigning participants to high or low sleep conditions and measuring reaction time.
Non-Experimental Research
Research that examines relationships without direct manipulation (e.g., surveys, observations). Example: Observing how students’ stress levels correlate with their exam scores.
External Validity
The extent to which results can be generalized to other populations and settings.
Internal Validity
The extent to which a study can accurately determine causal relationships.
Construct Validity
The adequacy of the operational definitions of variables.
Correlation Coefficient (r)
A statistical measure of the relationship between two variables, ranging from -1 to +1. Example: r = +0.8 indicates a strong positive correlation.
Observational Techniques
Types:
- Naturalistic Observation: Observing subjects in their natural environment.
- Laboratory Observation: Observing subjects in a controlled setting.
- Participant Observation: The researcher interacts with subjects while observing.
Survey Research
Asking individuals to report information about themselves. Problems: Social desirability bias, response sets, poorly worded questions.