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behavioral measure
indirectly observable behavior like speed or accuracy in an experiment
between-subjects
Each participant experiences only one level of the independent variable
design
how you operationalize your experiment after you've got a theory and made predictions
bias
When the experimenters ideas has an effect on the results of an experience
biased sample
convient or quota sampling where the participants are not randomized
carry-over effects
when what participants experience in one treatment affects their experience in the next treatment
ceiling effect
when the dependent variable reaches a score that cannot be exceeded (ex: everyone is getting a 100)
Citation
A quotation or reference from a source.
confounding variable
an extraneous variable present in a study that may affect the results
construct validity
indicates that a survey measures what it is designed to measure
construct
the test/object used in measuring an experiment
Contrast Effect
the relative difference in intensity between 2 stimuli and their effect on each other.
control group
a group in an experiment assigned to minimize variability and to reduce the potential of confounds
convergent validity
type of criterion oriented validity that shows how this contrast is similar to others
counterbalancing
Presenting each group of participants to a different order of independent variable in order to get rid of confounding variables
Criterion Validity
Test is predictive of future performance or outcome
debriefing
discussing the purpose and the benefits of a research study with subjects, often done at the end of a study
demand characteristics
a source of bias that can occur in a study due to participants changing their behavior based on their perception of the study and its purpose
dependent variable
the variable in a study that is being measured
divergent validity
type of criterion oriented validity that shows how this contrast is dissimilar to others
discussion section
section of an APA style article that compares the results of a study to the predictions and the results of previous studies
double-blind
both the experimenter and the participants do not know which group is the experimental group and which is the control group
expectancy effects
another name for experimenter's bias, when experimenters intentionally or unintentionally treat one group differently based on their hypothesis
experimental method
a type of design that involves manipulation of an independent variable, allowing control of extraneous variables that could affect the results
extraneous variable
control variables (holding them constant) and random variables (things that differ between each person, but the randomization is what makes this not an issue)
face validity
on the surface, the study or scale seems to be valid
factor
one of the variables in a factorial design
factorial design
an experiment or quasi-experiment that includes more than one independent variable
fatigue effect
performance in an experiment deteriorates as participants get bored, tired, or distracted
Figure captions
include a title in the form of a number and brief description of what information is plotted.
floor effect
a value at which a response cannot be made
history effect
events that happen to all participants or some participants during a study that cold result in a bias
independent variable
the variable in an experiment that is manipulated
Individual Differences
The stable, consistant ways in which people are different from each other.
instrumental bias
the machinery doesn't work (questionnaire just doesn't quite get to what should be measured)
interaction effect
tests the effect of one independent variable at each level of another independent variable in ANOVA
internal consistency reliability
a form of reliability that tests relationships between scores of different items on a survey
internal validity
the degree to which a study provides causal information about behavior
interrater reliability
the degree of agreement among raters. It gives a score of how much homogeneity, or consensus, there is in the ratings given by judges.
interval scale
a scale of data measurement that involves numerical responses that are equally spaced but scores are not ratios of each other
latin square
partial counterbalancing technique where the number of orders of conditions used is equal to number of conditions in the study
main effect
test of differences between all means for each level of an independent variable in ANOVA
Manipulation Check
Additional measure to assess whether (and/or to what extent) the manipulation actually manipulated.
matched pairs random assignment
ensure that independent groups are equivalent on some characteristic. ex) education, then they are randomly selected to be put in experimental/control group. then are matched with someone similar to them, elevating confounds.
maturation
As a threat to internal validity, the possibility that any naturally occuring change within the individual is responsible for the results
measurement error
difference between the actual attribute and the measured attribute
mixed factorial design
treat some factors as within-subject, and some as between subject
nominal scale
a scale of data measurement that involves non ordered categorical responses
nonequivalent control group design
groups compared in a study that are not randomly assigned
One-group Pre-Test Post-Test design
Single pre-test measure of one group, and after the treatment a single post-test measure.
Operational definition
definition of an abstract concept used by a researcher to measure or manipulate the concept in a research study
order effect
occur when the order in which the participants experience conditions in an experiment affects the result of the study
Ordinal Scale
The scale of measurement for a variable if the data exhibit the properties of nominal data and the order or rank of the data is meaningful.
pilot study
a small study to test a new intervention before testing with larger samples
placebo
An inactive substance or preparation used as a control in an experiment or test to determine the effectiveness of a medicinal drug
Physiological measure
recording biological data -Brain activity - Hormone levels -Heart rate MOST ACCURATE
post-test only design
experimental design where participants are only measured after but not before
population
entire group of people you are trying to learn about
practice effect
when the DV is affected by the participants remembering things from previous tests
Predictive Validity
Whether the test predicts criteria external to the test.
pre-test/post-test design
behavior assesed before and after event
Random sampling
Concerned with how research participants are selected for a study (including experiments) in the first place and making sure that they represent the population from which they are drawn.
random assignment
participants are randomly assigned to levels of the independent variable in an experiment to control for individual differences as an extraneous variable
ratio scale
a scale of data measurement that involves numerical responses, where scores are ratios to each other
reactivity
a threat to internal validity in which experiments react a certain way based on what they think should happen
reliability
the degree to which the results of a study can be replicated under similar conditions
Repeated measures design (Repeated Measures)
participants experience both levels of an independent variable.
Representativeness:
Stereotype bias in which prior probabilities are ignored
Representative sample
Accurately reflects the individuals, behaviors, and scores found in a population
selection bias
whenever researchers select their sample in a way that tends to make it unrepresentative of the population
a self report measure
A measure on which participants provide information about themselves, on a questionnaire or in an interview, for example
staged manipulation
When events are staged as part of a manipulation for an experiment
statistical regression
this can occur when participants score higher or lower than their personal average
straightforward manipulation
writen materials, verbal instructions, or others are presented to the subjects
testing effects
occur when participants are tested more than once in a study with early testing affecting later testing
test-retest reliability
indicated that the scores on a survey will be similar when participants complete the survey more than once
treatment condition
a situation or environment characterized by one specific value of the manipulated variable. an experiment contains two or more treatment conditions that differ according to the values of the manipulated variable.
true score
actual value of a test of a given person
validity
indicates that a survey measures what it is supposed to measure
Within-Subjects Design
same groups of participants are exposed to all conditions. AKA (repeated measure design)

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