chapter 8 experimental design. confounding and internal validity confounding variable: confounding...
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CHAPTER 8CHAPTER 8
EXPERIMENTAL DESIGN
CONFOUNDING AND CONFOUNDING AND INTERNAL VALIDITYINTERNAL VALIDITY
Confounding Variable: confounding occurs when the effects of the independent variable and an uncontrolled variable are intertwined so one cannot determine which is responsible for the effect
CONFOUNDING AND CONFOUNDING AND INTERNAL VALIDITYINTERNAL VALIDITY
Internal Validity: experiment must be designed and conducted so that only the independent variable can be the cause of the results
BASIC EXPERIMENTSBASIC EXPERIMENTS
Posttest-Only DesignMust:
Obtain two equivalent groups of participantsSelection differences
Introduce the independent variableMeasure the effect of the independent variable on
the dependent variable
POSTTEST-ONLY DESIGNPOSTTEST-ONLY DESIGN
BASIC EXPERIMENTSBASIC EXPERIMENTS
Pretest-Posttest DesignA pretest is given before the experimental
manipulation is introduced to make sure groups are equivalent at the beginning of the experiment
BASIC EXPERIMENTSBASIC EXPERIMENTS
Advantages of the pretest-posttest designMortality (dropout factor)Assess equivalency of groups with small
sample sizeCan use to select participants for the
experiment
BASIC EXPERIMENTSBASIC EXPERIMENTS
• Disadvantages of the pretest-posttest design• Time consuming• Sensitize participants to what is being studied
- Demand characteristics
- Reduces external validity
ASSIGNING PARTICIPANTS ASSIGNING PARTICIPANTS EXPERIMENTAL CONDITIONSEXPERIMENTAL CONDITIONS
Independent Groups DesignParticipants participate in only one group
Repeated Measures DesignParticipants Are in All Conditions
REPEATED MEASURES DESIGNREPEATED MEASURES DESIGN
Advantages and Disadvantages of Repeated Measures DesignAdvantages
Fewer participantsExtremely sensitive to statistical differencesConditions are identical because person is own control group
DisadvantagesOrder effect
- Practice effect- Fatigue effect- Contrast effect
REPEATED MEASURES DESIGNREPEATED MEASURES DESIGN
CounterbalancingTime Interval Between Treatments
COUNTERBALANCINGCOUNTERBALANCING
MATCHED PAIRS DESIGNMATCHED PAIRS DESIGN
Goal is to Match People on a Participant Characteristic
Either the Dependent Measure or a Variable that is Strongly Related to the Dependent Variable
Analysis of Covariance