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S. S. Stevens was a psychologist who introduced the widely used framework of the four levels of measurement: nominal, ordinal, interval, and ratio. In 1946, he proposed that scores assigned to individuals can communicate varying amounts of quantitative information about a given variable. His conceptualization emphasizes the generality of measurement and serves as a fundamental guide for determining which statistical procedures are appropriate for different types of data.

S. S. Stevens

According to S. S. Stevens' conceptualization, the levels of measurement serve as a fundamental guide for determining which statistical procedures are appropriate for different types of data.

Match each research concept to its correct function or description based on S. S. Stevens' measurement framework.

In 1946, which psychologist proposed that scores assigned to individuals can communicate varying amounts of quantitative information and introduced the framework of four levels of measurement?

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