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Field study
a research method where scientists collect data by observing behavior in real-world settings rather than in a controlled laboratory
Retrospective study
a research design that observes the past to examine past experiences, behaviors, or events after outcomes are already known
Prospective study
a longitudinal study where researchers will follow and observe a group of subjects over a period of time to gather information and record the development of outcomes
Correlation
Correlational study
a non-experimental research design that measures two or more naturally occurring variables to see if a statistical relationship exists between them
Longitudinal research
a study designed where researchers collect data from the same participants or group repeatedly over an extended period
Internal validity
the extent to which a study demonstrates a casual relationship between the independent and dependent variables (cause-and-effect, outcome)
Construct validity
whether a test or study measures the psychological concept it claims to measure
External validity
the extent to which study findings can be generalized beyond the specific conditions of the experiment (populations, settings, times)
Reliability
refers to the consistency and dependability of research results over time
Ecological validity
refers to the degree to which research findings can be generalized to real-life settings
Extraneous variables
any factor in a research study that is not being investigated but could still affect the outcome
Confounding variables
an outside factor in a study that influences both the independent variable and the dependent variable, causing it to be difficult to know the true case of the results
Quasi experiment
a research study that looks for a cause-and-effect relationship, but does not use random allocation to place participants into different groups (uses pre-existing groups)
Natural experiment
refers to an independent variable that is environmental outside of the researcher’s control
Demand characteristics
cues in an experiment that unintentionally allow for participants to understand the study’s purpose/expected behaviors (participants may alter their behavior as a result)
Screw-You effect
when a participant discovers a research’s hypothesis, but intentionally acts to invalidate or destroy a study’s credibility
Expectancy effect
when the aim of a study is revealed to a participant and the participant attempts to assist the researcher validate the hypothesis by altering their behavior
Social desirability effect
when participants alter their behavior into what they feel is “socially acceptable,” and they know their being observed
Researcher bias
when a researcher’s beliefs, expectations, or preferences influence (consciously or unconsciously) the study’s design, data collection, analysis, or interpretation of results
Participant variability
the natural distinctions in individual characteristics among participants in a study that can influence results
Bidirectional ambiguity
a limitation in correlational studies where researchers cannot tell which variable is causing changes in the other