case study
research examining a single person or group in detail over a period of time
confounding variable
uncontrolled factor that a researcher did not account for in a study, but that could influence study outcomes
control group
group containing participants who do not receive treatment or participate in the experimental condition
convenience sampling
when researchers recruit participants from the easiest-to-access members of a population
correlation coefficient
numerical value between –1 and +1 that represents the strength and direction of a relationship between variables
correlational research
research examining the strength and direction of a relationship between variables
demand characteristics
cues leading participants to behave in a way they think is desirable during a study rather than behaving naturally
dependent variable
the variable being measured by a researcher
descriptive statistics
statistics that summarize a data set
double-blind procedure
procedure in which neither the experimenter nor the participant knows the group to which a participant belongs
effect size
a measure of the magnitude of a finding
experimental group
group containing participants who receive treatment or participate in an experimental condition
experimental research
research design allowing researchers to draw conclusions about cause and effect
experimenter bias
when a researcher who knows the intended outcome of the study influences the procedure or outcome in some way
independent variable
variable being changed or manipulated by a researcher
inferential statistics
statistics that generalize conclusions from a sample to a larger population
informed consent
agreement to participate in research based on a complete understanding of the procedure, risks, and benefits of a study
mean
measure of central tendency calculated by adding all values in a data set and dividing the sum by the total number of values
median
value in a data set where half the values fall below it and half are above it
mode
most frequently occurring value in a data set
normal distribution
a symmetrical, bell-shaped distribution in which most values fall near the mean
operational definition
specific description of how a variable will be measured as determined by the researcher
placebo effect
when participants think they are in the experimental group and their thoughts, feelings, or behavior changes as a result of this expectation
random assignment
process in which each participant has an equal chance of being placed in either the experimental or control group
range
numerical difference between the highest and the lowest value in a data set
reliability
extent to which assessment scores remain consistent across time, settings, or raters
representative sample
group of participants whose characteristics match those of the larger target population
standard deviation
measure of how much values differ from the mean
statistical significance
statement of the probability that an observed result occurred due to chance
validity
extent to which an assessment tool accurately measures the variable of interest