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Variable
any property who values can vary across individuals or over time
Operational definition
A description of a property in concrete measurable terms
Correlational study
Examines the relationship between two variables without manipulating them; cannot prove causation.
Experimental study
Manipulates an independent variable to determine its effect on a dependent variable; can establish cause and effect.
Random assignment
assigning participants randomly to experimental conditions
Random sampling
every person in the population has an equal chance of being selected
Convenience sample
this sample consists of people who are conveniently available for the study
Placebo Effect
When participants' expectations lead
them to experience some change even
though they receive an empty or fake
treatment
Experimenter Bias
The experimenter's expectations influence the
outcome of a study
Demand Characteristics
Participants form an interpretation of the
experiment's purpose and subconsciously
change their behavior to fit that interpretation.
Positive (+) correlation
both variables either
increase or decrease together
Negative (-) correlation
one variable increases
when the other decreases
Zero correlation
one variable is not predictably
related to the other
Correlation Coefficients
A number that measures the strength and direction of the relationship between two variables.
It ranges from -1 to +1
Applied research question
A research question focused on solving a real-world problem or improving people's lives.