Multivariate Behavioral Research · 1999 · 911 citations · 31 references
Social SciencesBehavioral SciencesPsychologyNorm-referenced AssessmentPsychometricsScale DevelopmentBehavioral MeasurementItem AnalysisPsychological AssessmentPsychological TestingScore InterpretationUnits Of MeasurementAssessment Rating ScalesBehavior Rating ScalesJournal LiteratureMeasurement Units StandardizationPsychometric ScalingScale Validity
Abstract Many areas of the behavioral sciences have few measures that are accepted as the standard for the operationalization of a construct. One consequence is that there is hardly ever an articulated and understood framework for the units of the measures that are employed. Without meaningful measurement units, theoretical formulations are limited to statements of the direction of an effect or association, or to effects expressed in standardized units. Thus the long term scientific goal of generation of laws expressing the relationships among variables in scale units is greatly hindered. This article reviews alternative methods of scoring a scale. Two recent journal volumes are surveyed with regard to current scoring practices. Alternative methods of scoring are evaluated against seven articulated criteria representing the information conveyed by each in an illustrative example. Converting scores to the percent of maximum possible score (POMP) is shown to provide useful additional information in many cases.
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Multiple regression: testing and interpreting interactions
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