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Components of Research
Critical Thinking
• Basis for research (stems from curiosity).
• Helps assess reliability & claims.
Hypothesis• Testable prediction.
Operational Definition
• Descriptions of the EXACT operations or methods.
Components of Research
Variables
• Factors or characteristics in research.
• Can be manipulated or measured.
Data
• #’s or descriptions representing research findings
• Provide the basis for research conclusions.
Theory
• Statements that can account for, or predict behavior.
• Subject to critical thinking.
Selecting Participants for Research
Random SampleParticipants selected from the population
(whose members had an equal chance of being selected).
Representative SampleThe sample of participants accurately
reflect the greater population.Attempt to represent as many characteristics
as possible (age/gender, etc).
Population SamplingProcess of selecting participants who are members of the
population.
The Experiment
•An experiment involves a set of controlled conditions that aims to confirm a hypothesis
•Hypothesis refers to a statement of cause and effect:
•“Higher environmental temperatures lead to more aggression”
•“Exposure to marijuana increases appetite”
Experimental Variables
•To test a hypothesis, an experimenter defines the variables of the hypothesis:•Cause: Independent variable (IV)
•Marijuana: Plain cigarette versus cigarette containing 5 mg of THC (the active ingredient in marijuana)
•Effect: Dependent variable (DV)•Appetite: Grams of ice cream consumed in 1 hour
•The experimenter manipulates the IV and measures the DV to test the hypothesis
Research Issues•Controls are important for determining causality
• The only difference between the experimental and control groups is the presence or absence of the IV.
•Placebo effects represent changes in behavior that are related to expectations of a treatment• Placebo effects are controlled by a blind control group (the
subject does not know whether the treatment was given or not)
•Experimenter bias refers to expectations that influence subject behavior• Experimenter bias can be controlled using double blind
procedures (experimenters and subjects are ignorant of treatment conditions)
100 Depressed Subjects
50 - Drug
50 - No Drug
38 Improve
8 Improve
100 Depressed Subjects
50 - Drug
50 - Placebo
38 Improve
20 Improve
Placebo Effect
Non-Experimental Research
•Naturalistic observation refers to the systematic recording of behavior in a natural state or habitat•E.g. Jane Goodal observing apes in the wild
•Surveys are instruments designed to sample attitudes or behaviors •Asking persons at a rally how they feel about animal rights issues
•A case study is an in-depth study of a single person•Freud used the case study method to probe anxiety
Correlation Techniques
•The correlation technique indicates the degree of association between 2 variables
•Correlations vary in direction:•Positive association: increases in the value of variable 1 are associated with increases in the value of variable 2
•Negative association: increases in the value of variable 1 are associated with decreases in the value of variable 2
•No relation: values of variable 1 are not related to variable 2 values
Correlations•Correlations also vary in the strength of the association•Zero correlation: no relationship between the 2 variables
•Strong correlation: knowing the value of one variable permits one to accurately estimate the value of the other variable• Strong correlation can be positive or negative
•Correlations can be seen in scatter plots
EXPERIMENTAL METHOD
From “The Happiness Study”
•Hypothesis: Engaging in happiness exercises increases
levels of happiness.
Critical Thinking
What were the researchers curious to know more about?
• Happiness
• How can we boost happiness?
• Do happiness exercises work?
• Are the effects permanent?
• Is there a placebo effect?
Placebo Effect = Power of Suggestion
Experimental Variables
Independent Variable
(IV)
Factor or condition being manipulated by experimenter.
Happiness Exercises
Dependent Variable
(DV)
Factor being measured.
Happiness
Control
Outside of the variables, ALL
other conditions must be equal!