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Is there an optimal number of alternatives for Likert-scale items? Effects of testing time and scale properties.

ReliabilityScaling AnalysisEngineeringData ScienceMeasurementItem Response TheoryEducationOptimal NumberLikert-scale ItemsClassical Test TheoryScale PropertiesStatistics