#1
Which of the following is a characteristic of a good experimental design?
Random assignment of subjects to groups
ExplanationEnsures unbiased distribution of variables, minimizing confounding factors.
#2
What is the purpose of a control group in an experiment?
To provide a standard for comparison
ExplanationEstablishes baseline for assessing the impact of the independent variable.
#3
What is the term used to describe the extent to which a measurement tool accurately assesses the variable it is intended to measure?
Validity
ExplanationThe degree to which a test measures what it claims to measure.
#4
What is the term used to describe the variable that is intentionally changed by the experimenter?
Independent variable
ExplanationManipulated to observe its effect on the dependent variable.
#5
Which of the following is NOT a type of experimental design?
Cohort study design
ExplanationCohort study design is an observational, not experimental, approach.
#6
What is the difference between a cross-sectional and longitudinal study?
Cross-sectional studies observe subjects at a single time point, while longitudinal studies observe subjects at multiple time points.
ExplanationCross-sectional captures data at a specific moment, longitudinal tracks changes over time.
#7
What is the purpose of blinding in experimental design?
To prevent participants from knowing which treatment they are receiving
ExplanationReduces bias by preventing participants' expectations from influencing outcomes.
#8
What is a potential limitation of using convenience sampling in experimental research?
It may introduce selection bias
ExplanationNon-random selection may lead to unrepresentative samples.
#9
What is the term used to describe a variable that may unintentionally affect the outcome of an experiment?
Confounding variable
ExplanationAn extraneous variable that correlates with both the independent and dependent variables.
#10
What is the term used to describe the phenomenon where participants' behavior changes simply because they are aware of being observed?
Hawthorne effect
ExplanationAltered behavior due to awareness of being studied rather than the intervention itself.
#11
Which of the following is an example of a quasi-experimental design?
Pretest-posttest design with non-equivalent groups
ExplanationLacks random assignment but includes a control group.
#12
What is the term used to describe the phenomenon where participants' behavior is influenced by their belief about the purpose of the study?
Demand characteristics
ExplanationUnintended cues that reveal the study's purpose, influencing participant behavior.
#13
What is the primary purpose of a pilot study in experimental research?
To test the feasibility of the main study
ExplanationAssesses practical aspects and identifies potential issues before conducting the full-scale study.
#14
Which of the following is NOT a type of probability sampling?
Convenience sampling
ExplanationConvenience sampling is a non-probability sampling method.
#15
Which of the following is a potential limitation of using a convenience sample in experimental research?
Limited generalizability
ExplanationResults may not be representative of the broader population.
#16
What is the purpose of randomization in experimental design?
To ensure that every participant has an equal chance of being assigned to any group
ExplanationMinimizes selection bias and confounding variables.
#17
Which of the following is a potential disadvantage of using a pretest-posttest design?
Increased risk of history effects
ExplanationExternal events may confound results between pretest and posttest.
#18
In a factorial design, how are different levels of two or more independent variables combined?
By crossing each level of one variable with each level of another variable
ExplanationExplores interactions between multiple independent variables.
#19
What is the term used to describe the extent to which the results of an experiment can be generalized to other populations, settings, and times?
External validity
ExplanationThe applicability of study findings beyond the immediate context.
#20
Which of the following is a key advantage of using a randomized controlled trial (RCT) in experimental design?
Minimization of confounding variables
ExplanationRandomization enhances internal validity by controlling extraneous variables.
#21
In a repeated measures design, what is the primary advantage of using the same subjects in each condition?
Reduced variability between subjects
ExplanationMinimizes individual differences, increasing sensitivity to treatment effects.
#22
What is the main advantage of using a matched pairs design in experimental research?
It controls for individual differences
ExplanationPairs subjects based on relevant characteristics, reducing individual variability.
#23
Which of the following is NOT a threat to internal validity in experimental research?
Participant attrition
ExplanationAttrition primarily affects external validity, not internal validity.
#24
What is the term used to describe the statistical technique used to control for the effects of extraneous variables in experimental research?
Analysis of covariance (ANCOVA)
ExplanationAdjusts for pre-existing differences among groups, enhancing precision in estimating treatment effects.
#25
What is the term used to describe the process of assigning participants to experimental conditions in such a way that each participant has an equal chance of being assigned to any condition?
Randomization
ExplanationEnsures equal distribution of characteristics, enhancing internal validity.