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Measurement
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The process of describing some property of a phenomenon of interest, usually by assigning numbers in a reliable and valid way
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Concept
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A generalized idea that represents something of meaning
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Operationalization
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The process of identifying scale devices that correspond to properties of a concept involved in a research process
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Scale
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A device providing a range of values that correspond to different characteristics or amounts of a characteristic exhibited in observing a concept
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Correspondence rules
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Indicate the way that a certain value on a scale corresponds to some true value of a concept
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Construct
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A term used to refer to concepts measured with multiple variables
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Nominal scales
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Represent the most elementary level of measurement in which values are assigned to an object for identification or classification purposes only
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Ordinal scales
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Ranking scales allowing things to be arranged based on how much of some concept they possess
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Interval scales
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Scales that have both nominal and ordinal properties, but that also capture information about differences in quantities of a concept from one observation to the next
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Ratio scales
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Represent the highest form of measurement in that they have all the properties of interval scales with the additional attribute of representing absolute quantities; characterized by a meaningful absolute zero
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Discrete measures
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Measures that take on only one of a finite number of values
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Continuous measures
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Measures that reflect the intensity of a concept by assigning values that can take on any value along some scale range
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Attribute
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A single characteristic or fundamental feature of an object, person, situation, or issue
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Index measure
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An index assigns a value based on how much of the concept being measured is associated with an observation. Indexes often are formed by putting several variables together
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Composite measures
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Assign a value to an observation based on a mathematical derivation of multiple variables
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