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Research Design and Methodology
Psych 301 @Iowa State University
60
Psychology
Undergraduate 4
10/24/2015

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Term
Type I Error
Definition
When an experiment finds an effect of the IV on the DV when there actually isn't one.
Term
Type II Errors
Definition
When an experiment fails to find an effect of the IV on the DV when there actually is one.
Term
Experiment
Definition
Research technique with random assignment in which the researcher manipulates the IV and measures the DV.
Term
Confound
Definition
a nuisance variable that varies non-randomly with the IV.
Term
Floor and Ceiling Effect
Definition
occurs when the DV is so high or so low that it is impossible to show an effect of the IV on the DV
Term
Nuisance Variables
Definition
Any variable other than the IV that can affect the DV. Not fatal.
Term
Causation
Definition
When a relationship exists between two variables in which a change in one results in a change in the other.
Term
Dependent Variable
Definition
The variable the researcher measures to determine the effect of the Independent Variable.
Term
Independent Variable
Definition
The variable the researcher manipulates/chooses values for.
Term
levels of the Independent Variable
Definition
specific values of the IV that a researcher chooses to study.
Term
Fixed Factor
Definition
An IV whose levels were chosen non-randomly. Results cannot be generalized beyond the levels used.
Term
Random Factor
Definition
An IV whose levels were chosen randomly from a population of possible values. If a reliable effect of a random factor is found it may be generalized to all other levels in the population
Term
Factors determining statistical power
Definition
1)alpha level 2)Effect Size 3) Variability in the DV 4)Sample Size 5) (W/in Subjects Design only) correlation between the IV levels
Term
Alpha
Definition
Probability of making a Type I error.
Term
Quasi-Experiment
Definition
Research technique that manipulates a a IV but lacks random assignment.
Term
Beta
Definition
Probability of making a Type II error.
Term
Naturalistic Observation
Definition
research technique in which the researcher simply observes and describes behavior. Used for answering simple questions and generate research ideas
Term
Correlational Approach
Definition
research technique that attempts to determine the relationship between variables without manipulating them.
Term
Factorial Design
Definition
research design in which there is more than one IV and every IV level is present at all levels of the other IVs
Term
Main Effect
Definition
The independent effect of one IV on the DV in a factorial design.
Term
Correlation Co-efficient
Definition
A statistic used to indicate the direction and strength of linear relationship between two variables measured on an interval or ratio scale.
Term
correlation cannot be used to determine causation because:
Definition
1)Directionality Problem Sometimes unclear which variable is cause and which is effect
2)Third Variable Problem A third unmeasured variable may be causing the relationship
Term
Mathmatical limitations of correlations
Definition
1)poor at capturing non-linear relationships 2)Greatly effected by extreme scores 3)can be lowered by range-restriction (floor or ceiling effect)
Term
Case Study
Definition
a description of the behavior and abilities of a single, usually exceptional, individual. Best used to generate hypothesis testable by other methods
Term
Experimental Single Subject Design
Definition
Effect of IV on the DV are examined using one subject.
Term
Reversal
Definition
Experimental Single Subject Design where subjects behavior is recorded prior to the treatment. Then the treatment is introduced and behavior is measured again. The treatment is withdrawn to see if thebehavior reverts to pre-treatment levels. Then the treatment is reintroduced.
Term
Multiple Baseline Design
Definition
Type of Experimental Single Subject Design where a)several different behaviors of one subject are measured. b)Treatment is applied to only one of the behaviors. c)research determines if the treated behavior changes relative to the other behaviors. d) process is repeated for each other behavior
Term
Proportion of Variance Accounted for
Definition
The amount of variability in one variable that can be predicted by knowing the values of another variable
Term
Factorial Design
Definition
research design in which there is more than one IV and every IV level is present at all levels of the other IVs.
Term
Interaction
Definition
occurs when the effects of one IV on the DV change depending on level of another IV
Term
Quasi-Experiment
Definition
Research technique in which the researcher manipulates the IV but which fails to have random assignment.
Term
Time-Series Design
Definition
Within subjects design in which the performance of a single group of subjects is measured both before and after some experimental treatment
Term
Single group pre-test/post-test design
Definition
Time-series design in which only one measurement of DV is made before treatment and only one measurement is made after the treatment
Term
Interrupted time-series design
Definition
time-series design in which more than one measurement is made of the DV before IV manipulation and more than one measurement is made afterwards.
Term
Non-Equivalent Before-After Design
Definition
Pre-test and post test assigned groups of subjects (non-randomly). The difference between the pre and post test scores serves as the DV.
Term
Ex Post Facto
Definition
researcher uses archival data to study an event that occurred in the past.
Term
Hypothesis
Definition
A tentative statement about the possible relationship between observable variables
Term
Theory
Definition
Explanation for phenomenon that can be falsified and that involves entities that cannot be directly observed
Term
Within Subjects Design
Definition
each participant receives all levels of the IV
Term
Circumstances when the experimental approach cannot be used
Definition
Unethical, difficult/impossible, no random assignment not possible
Term
Internal Validity
Definition
The extent to which a study provides a valid test of the relationship between the IV and DV
Term
External validity
Definition
The extent to which the results can be applied outside the research situation.
Term
possible values of the correlation co-efficient
Definition
1 to -1
Term
Advantages of the experimental technique
Definition
able to infer causal relationships.
Term
Properties of scales of measurment
Definition
Identity: different entities receive different scores
Magnitude:ordering of values on the scale reflects the order of the trait being measured
Equal Intervals: occurs when a difference of 1 on the scale is the same amount of the trait being measured everywhere on the scale
Term
Sensitization
Definition
occurs when subjects change their behavior because they realize what the manipulations are in the study~fatal
Term
Carry-over effect
Definition
occurs when effects of one treatment persist when another treatment is introduced. Can only be corrected by use of between subjects design.
Term
Practice effect
Definition
occur when the subjects performance on the experimental changes either for better or worse as a result of experience with tasks
Term
Conterbalancing
Definition
method of assigning subjects to treatment orders so that across subjects practice effects are even.
Term
positively skewed
Definition
hump to the left
Term
Negatively Skewed
Definition
hump to the right.
Term
Regression to the mean
Definition
Tendency for extreme values to fall closer to the group mean when retested.
Term
Positive relationships
Definition
as one variable increases the other variable also tends to go up.
Term
Negative relationship
Definition
When one variable goes up the other variable tends to go down.
Term
Function of a latin square
Definition
To balance practice effects.
Term
placebo effect
Definition
a demand characteristic that occurs when subjects change there behavior as a result of their expectation that change should occur.
Term
demand characteristic
Definition
aspects of a study that indicate to the subjects how they are to respond
Term
Rosenthal Effect (Experimenter Expectancy Effect)
Definition
Demand Characteristic that occurs when subjects change their behavior due to unintentional cues from the researcher.
Term
Hawthorne Effect
Definition
Demand Characteristic occurs when subjects change their behavior because they know they are being watched.
Term
Novelty Effect
Definition
occurs when the IV influences the DV only because its new.
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