Which level of measurement is exemplified by the following data?"Temperature measurements in degrees Celsius: 20°C, 25°C, 30°C, 35°C"
Question
Which level of measurement is exemplified by the following data?
"Temperature measurements in degrees Celsius: 20°C, 25°C, 30°C, 35°C"
Solution
The level of measurement exemplified by the data "Temperature measurements in degrees Celsius: 20°C, 25°C, 30°C, 35°C" is the Interval level of measurement.
Here's why:
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Nominal level: This is the most basic level of measurement where data is categorized without any order or priority. This is not applicable here as the temperature measurements have an order (20°C is less than 25°C and so on).
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Ordinal level: This level of measurement involves data that can be ranked (ordered). While the temperature measurements can be ranked, they also have consistent intervals between them, which means a higher level of measurement is applicable.
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Interval level: This level of measurement involves data that can be ordered, and have consistent intervals between them. This is the case with the temperature measurements (the difference between 20°C and 25°C is the same as between 30°C and 35°C). However, there is no true zero point (0°C does not mean there is no temperature).
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Ratio level: This is the highest level of measurement and is like the interval level, with the addition of a true zero point. This is not applicable here as 0°C does not mean there is no temperature.
So, the temperature measurements in degrees Celsius are an example of the Interval level of measurement.
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