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1
Attenuation refers to a reduction in the size of observed effects because of errors in measurement.
2
Ratio level measurement is distinguished form other measurement levels since distances between measured items are assessed as matters of degree.
3
Reliability coefficients are expressed as correlations (ranging from 0 to 1), which index the consistency of measures.
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Factors that contribute to the unreliability of a test are social pressures to conform created by the researchers.
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Alternative forms testing is a method to validate a measurement instrument.
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Split half reliability involves: constructing different forms of the same test from a common pool of measurement items, giving different forms to the same group of people, and assessing consistency.
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K-R 20 (Kuder-Richardson formula 20) used when researchers want to determine the reliability of a measure that has items that are scored as "correct" and "incorrect" answers.
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Construct validity is the degree to which a measure predicts known groups in which the construct must exist.
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In semantic differential-type scales, statements are composed that express a point of view on an issue, and then subjects are asked to indicate their responses on scales ranging from Agree Strongly to Disagree Strongly
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Guttman scalogram methods are composed of statements for which specific point values have been assigned.
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To compose original measures in research one should examine conceptual definitions and search scholarly discussions, decide on a format, secure feedback from a small sample, and get evidence of reliablity and validity fo athe measure.
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When numbers are used as substitutes for names or categories, nominal level measurement is used.