Identify correct sequence of the Steven’s four levels of measurement scales :
Nominal; Ordinal; Interval; Ratio
S. S. Stevens (1946) classified measurement into four levels arranged from the least to the most informative, each level keeping all the properties of the one below it and adding a new one.
Nominal scale: numbers or names only label categories (for example, gender or subject group); the only operation is counting frequencies.
Ordinal scale: categories can also be ranked (for example, satisfaction graded low, medium, high), but the gaps between ranks are not equal.
Interval scale: the distances between values are equal (for example, temperature in degrees Celsius), but there is no true zero; ratio scale adds a true zero (for example, number of books borrowed), so ratios such as "twice as many" are meaningful.
Check: each level adds one property to the previous one – identity, then order, then equal intervals, then a true zero – giving nominal, ordinal, interval, ratio; every other sequence places a richer scale before a poorer one.
Hence, Nominal; Ordinal; Interval; Ratio.
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