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experiment
A research method in which an investigator manipulates one or more factors to observe the effect on some behavior or mental process
experimental group
In an experiment, the group that is exposed to the treatment, that is, to one version of the independent variable.
control group
In an experiment, the group that is not exposed to the treatment; contrasts with the experimental group and serves as a comparison for evaluating the effect of the treatment.
independent variable
The experimental factor that is manipulated; the variable whose effect is being studied.
dependent variable
The outcome factor; the variable that may change in response to manipulations of the independent variable.
confouding variable
a factor other than the independent variable that might produce an effect in an experiment
Correlation
A measure of the extent to which two factors vary together, and thus of how well either factor predicts the other.
correlation coefficient
a statistical index of the relationship between two things (from -1 to +1)
case study
an observation technique in which one person is studied in depth in the hope of revealing universal principles
naturalistic observation
observing and recording behavior in naturally occurring situations without trying to manipulate and control the situation
meta-analysis
a statistical technique that averages the results of two or more studies to see if the effect of an independent variable is reliable
operational definition
a carefully worded statement of the exact procedures used in a research study
mean
the arithmetic average of a distribution, obtained by adding the scores and then dividing by the number of scores
Median
the middle score in a distribution; half the scores are above it and half are below it
Mode
the most frequently occurring score(s) in a distribution
range
the difference between the highest and lowest scores in a distribution
standard deviation
a computed measure of how much scores vary around the mean score
percentile rank
the percentage of scores below a specific score in a distribution of scores
Skewness
The extent to which cases are clustered more at one or the other end of the distribution of a quantitative variable rather than in a symmetric pattern around its center
statistical significance
a statistical statement of how likely it is that an obtained result occurred by chance
effect size
a measure of the strength of the relationship between two variables or the extent of an experimental effect
Institutional Review Board (IRB)
A group made up of at least one scientist, one nonscientist, and one member not affiliated with the institution that reviews all psychological research at that institution and decides whether it meets ethical guidelines; all research must be approved by the IRB before it is conducted
Protection from harm
the right of research participants to be protected from physical or psychological harm
Avoiding deception
Participants should not be deceived unless there is specific scientific or medical justification.
Confidentiality
the act of holding information in confidence, not to be released to unauthorized individuals
Debriefing
the post-experimental explanation of a study, including its purpose and any deceptions, to its participants
operational definition
a statement of the procedures used to define research variables
sampling bias
a flawed sampling process that produces an unrepresentative sample
random sample
a sample that fairly represents a population because each member has an equal chance of inclusion
Population
all those in a group being studied, from which samples may be drawn
random assignment
assigning participants to experimental and control conditions by chance, thus minimizing preexisting differences between those assigned to the different groups
Single-blind procedure
research design in which participants don't know whether they are in the experimental or control group
double-blind procedure
an experimental procedure in which both the research participants and the research staff are ignorant (blind) about whether the research participants have received the treatment or a placebo. Commonly used in drug-evaluation studies.
placebo effect
experimental results caused by expectations alone; any effect on behavior caused by the administration of an inert substance or condition, which the recipient assumes is an active agent.
Quantitative Research
research that collects and reports data primarily in numerical form
Qualitative Research
research that relies on what is seen in field or naturalistic settings more than on statistical data
informed consent/assent
giving potential participants enough information about a study to enable them to choose whether they wish to participate