Reporting reliability, convergent and discriminant validity with structural equation modeling: A review and best-practice recommendations

Abstract Many constructs in management studies, such as perceptions, personalities, attitudes, and behavioral intentions, are not directly observable. measureQ is easy to implement, even for those new to R.

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• 1 Typically, empirical studies measure such constructs using established scales with multiple indicators.
• 2 When the scales are used in a different population, the items are translated into other languages or revised to adapt to other populations, it is essential for researchers to report the quality of measurement scales before using them to test hypotheses.
• 3 Researchers commonly report the quality of these measurement scales based on Cronbach’s alpha and confirmatory factor analysis results.

This work deepens our understanding of the fundamental laws governing the universe, from subatomic particles to cosmic structures.

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