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operational definitions
a researcher's explanation how the variable of an experiment will be measured
valid
research that measures what the researcher set out to measure; accurate
reliable
research that can be replicated and is consistent
participants
individuals on which research is conducted
sampling
the process by which participants for research are selected
population
includes anyone or anything that could possibly be selected to be in the sample for research
random selection
every member of the population has an equal chance of being selected as a participant in research
confounding variables
any difference between the experimental and control conditions, except for the independent variable, that might affect the dependent variable
assignment
the process by which participants are put into a group, experimental control
random assignment
each participant has an equal chance of being placed into any group
participant-relevant confounding variables
when groups are not randomly assigned during an experiment; increases the chance of participants in the two groups differ in any meaningful way
situation-relevant confounding variables
when the situations into which the different groups of an experiment are put are not truly equivalent; can create invalid experiment results due to the situation rather than the independent variable
experimenter bias
the unconscious tendency for researchers to treat members of the experimental and control groups differently to increase the chance of confirming their hypothesis
double-blind procedure
when neither the participants nor the researcher are able to affect the outcome of the research
response bias
the tendency for subjects to behave in certain ways; can alter validity of experiment
confirmation bias
the tendency to attend to evidence that complements and confirms our beliefs or expectations, while ignoring evidence that does not
scientific method
developing a hypothesis, performing a controlled test, gathering objective data, analyzing results, and publishing, criticizing, and replicating the results
correlational studies
non-experimental method; a type of research that is mainly statistical in nature; determines the relationship between two variables
survey
non-experimental method; a quasi-experimental method in which questions are asked to subjects; when being designed, the researcher hast o be careful that the questions are not skewed or biased towards a particular answer
naturalistic observation
non-experimental method; research in which subjects are observed in their natural environment
longitudinal study
non-experimental method; a type of study in which one group of subjects is followed and observed (or examined, surveyed, etc.) for an extended period of time (years.)
cross-sectional study
a study in which a representative cross section of the population is tested or surveyed at one specific time
frequency distribution
a summary chart, showing how frequently each of the various scores in a set of data occurs
histogram
a bar graph depicting a frequency distribution; the height of the bars indicates the frequency of the group of scores
descriptive statistics
statistical procedures used to describe characteristics and responses of groups of subjects
measure of variability
how closely scores bunch up around the central point; a statistic that indicates the spread of distribution
measures of central tendency
averages; mean, median, and mode
hindsight bias
people's tendency upon hearing about research findings to think that they knew it all along
applied research
research conducted in order to solve practical problems
standard deviation
a measure of variability that indicates the average difference between the sources and their mean
normal distribution
a bell-shaped curve, describing the spread of a characteristic throughout a population
correlation coefficient
a number between -1 and +1 expressing the degree of relationship between two variables
inferential statistics
statistical techniques (based on probability theory) used to assess whether the results of a study are reliable or whether they might be simply the result of chance; often used to determine whether two or more groups are essentially the same or different
representative sample
a sample obtained in such a way that it reflects the distribution of important variables in the larger population in which the researchers are interested; variables such as age, income level, ethnicity, and geographic distribution
basic research
explores questions that are of interest to psychologists but are not intended to have immediate, real-world applications; also referred to as experimental psychology