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Hindsight Bias
Tendency to believe, after learning an outcome, that one would have foreseen it.
Theory
An explanation using an integrated set of principles that organizes and predicts observations.
Hypothesis
A testable prediction, often implied by a theory.
Operational Definition
Carefully worded statement of the exact procedures used in a research study.
Replication
Repeating the essence of a research study with different participants to see if findings extend to other circumstances.
Case Study
Descriptive technique in which one individual or group is studied in depth to reveal universal principles.
Naturalistic Observation
Observing and recording behavior in naturally occurring situations without manipulation.
Survey
Technique for ascertaining self-reported attitudes or behaviors of people, usually by questioning a representative sample.
Sampling Bias
Flawed sampling process that produces an unrepresentative sample.
Population
All those in a group being studied, from which samples may be drawn.
Random Sample
Sample that fairly represents a population because each member has an equal chance of inclusion.
Correlation
Measure of the extent to which two variables change together and how well either variable predicts the other.
Correlation Coefficient
Statistical index of the relationship between two variables, ranging from -1 to +1.
Scatter Plot
Graphed cluster of dots representing the values of two variables, indicating direction and strength of correlation.
Illusory Correlation
Perception of a relationship where none exists.
Experimental Group
Group exposed to treatment in an experiment.
Control Group
Group not exposed to treatment, serving as a comparison for evaluating the effect of the treatment.
Experiment
Research method where an investigator manipulates one or more factors to observe effects on behavior or mental processes.
Random Assignment
Assigning participants to groups by chance to minimize preexisting differences.
Double Blind Procedure
Experimental procedure where both participants and staff are unaware of treatment assignments.
Placebo
Experimental results caused by expectations alone; effects from an inert substance assumed to be active.
Independent Variable
Experimental factor that is manipulated; variable whose effect is being studied.
Confounding Variable
Factor other than the independent variable that might produce an effect in an experiment.
Dependent Variable
Outcome factor that may change in response to manipulations of the independent variable.
Mean
Arithmetic average of a distribution, calculated by adding scores and dividing by the number of scores.
Median
Middle score in a distribution, with half the scores above and half below it.
Range
Difference between the highest and lowest scores in a distribution.
Standard Deviation
Computed measure of how much scores vary around the mean score.
Normal Curve
Symmetrical, bell-shaped curve describing the distribution of many types of data, with most scores near the mean.
Statistical Significance
Statistical statement of how likely it is that an obtained result occurred by chance.
Informed Consent
Ethical principle requiring that research participants are informed enough to choose whether to participate.
Debriefing
Post-experimental explanation of a study, including its purpose and any deceptions, to participants.
Hawthorne Effect
Change in behavior of people who know they are being watched in an experiment.
Longitudinal Study
Study where one group of subjects is followed and observed over an extended period.
Cross-Sectional Study
Examines a representative cross-section of the population and tests/surveys subjects at one specific time.