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Experimental Design Terms

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Hypothesis

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A testable prediction about the relationship between two or more variables; guides the direction of the study.

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Variable

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Any factor, trait, or condition that can exist in differing amounts or types and can be manipulated in an experiment.

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Control Group

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The group in an experimental design that does not receive the treatment, used as a benchmark to measure the effects of the treatment.

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Experimental Group

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The group in an experiment that receives the variable being tested, which is compared against the control group.

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Dependent Variable

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The variable that is being measured or tested in an experiment. It is expected to change as a result of the experimental manipulation of the independent variable.

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Independent Variable

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The variable that is manipulated by the researcher to test its effects on the dependent variable.

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Random Assignment

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A procedure in experimental design for assigning participants to different groups randomly, ensuring that each participant has an equal chance of being placed in any group.

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Confounding Variable

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A factor other than the independent variable that might produce an effect in an experiment, which can lead to erroneous conclusions if not controlled.

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Operational Definition

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A clear, detailed definition of a measure or variable within an experiment, specifying the exact procedures used to determine the presence and quantity of a variable.

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Blinding

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A technique where subjects or investigators are kept unaware of the treatment administered to reduce bias in an experiment.

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Double-Blind Study

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An experimental procedure in which both the research participants and the staff are ignorant about who has received the treatment or the placebo, preventing bias from either side.

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Placebo Effect

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A response to an inert or non-active treatment which can psychologically lead participants to exhibit changes in behavior or health.

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Validity

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The extent to which a test or experiment measures or predicts what it is supposed to; includes internal and external validity.

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Reliability

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The consistency of a research study or measuring test; the degree to which an experiment, test, or measuring procedure yields the same result on repeated trials.

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Ethics

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Moral principles and guidelines that govern the behavior of researchers and the treatment of participants in an experiment, ensuring welfare, confidentiality, and informed consent.

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