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operational definition
a carefully worded statement of the exact procedures (operations) used in a research study. For example, human intelligence may be operationally defined as what an intelligence test measures
replication
repeating the essence of a research study, usually with different participants in different situations, to see whether the basic findings can be reproduced
correlation coefficient
a statistical index of the relationship between two things (from -1.00 to +1.00)
scatterplot
a graphed cluster of dots, each of which represents the value of two variables. the slope of the points suggests the direction of the relationship between the two variables. the amount of scatter suggests the strength of the correlation (little scatter indicates higher correlation)
illusory correlation
perceiving a relationship where none exists, or perceiving a stranger-than-actual relationship
regression towards the mean
the tendency for extreme or unusual scores or events to fall back (regress) toward the average
experiment
a research method in which an investigator manipulates one or more factors (independent variables) to observe the effect on some behavior or mental process (dependent variable). by random assignment of participants, the experimenter aims to control other relevant factors
experimental group
in an experiment, the group exposed to the treatment, that is, to one version of the independent variable
control group
in an experiment, the group not exposed to the treatment; contrasts with the experimental group and serves as a comparison for evaluating the effect of the treatment
random assignment
assigning participants to experimental and control groups by change, thus minimizing preexisting differences between the different groups
hindsight bias
the tendency to believe, after learning an outcome, that one would have foreseen it (also known as the I-knew-all-along phenomenon)
hypothesis
a testable prediction often implied by a theory
case study
a descriptive technique in which one individual or group is studied in depth in the hope of revealing universal principles
naturalistic observation
a descriptive technique of observing and recording behavior in naturally occurring situations without trying to manipulate or control the situation
survey
a descriptive technique for obtaining the self-reported attitudes or behaviors of a particular group, usually by questioning a representative, random sample of the group
sampling bias
a flawed sampling process that produces an unrepresentative sample
population
all those in a group being studied, from which samples may be drawn (note: except for national studies, this does not refer to a country's whole population)
random sample
a sample that fairly represents a population because each member has an equal chance of inclusion
correlation
a measure of the extent to which two factors vary together, and thus of how well either facto predicts the other
variable
anything that can vary and is feasible and ethical to measure
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 inherit substance or condition, which the recipient assumes in an active agent
independent variable
in an experiment, the factor that is manipulated; the variable whose effect is being studied
confounding variable
a factor other than the factor being studied that might influence a study's results
dependent variable
in an experiment, the outcome that is measured; the variable that may change when the independent variable is manipulated
validity
the extent to which a test or experiment measures or predicts what it is supposed to
informed consent
giving potential participants enough information about a study to enable them to choose whether they wish to participate
debriefing
the postexperimental explanation of a study, including its purpose and any deceptions, to its participants
descriptive statistics
numerical data used to measure and describe characteristics of groups. includes measures of central tendency and measures of variation
histogram
a bar graph depicting a frequency distribution
mode
the most frequently occurring score(s) in a distribution
mean
the arithmetic average of a distribution, obtained by adding the scores and the dividing by then number of scores
median
the middle score in a distribution; half the scores are above it and half are below it
skewed distribution
a representation of scores that lack symmetry around their average value
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
normal curve (normal distribution)
a symmetrical, bell-shaped curve that describes the distribution of many types of data; most scores fall near the mean (about 68 percent fall within one standard deviation of it) and fewer and fewer near the extremes
inferential statistics
numerical data that allow one to generalize - to infer from sample data the probability of something being true of a population
statistical significance
a statistical statement of how likely it is that an obtained result occurred by change