Statistics How To

Scales of Measurement / Level of Measurement

Descriptive Statistics > Scales of Measurement / Level of Measurement

The Four Scales of Measurement

Data can be classified as being on one of four scales: nominal, ordinal, interval or ratio. Each level of measurement has some important properties that are useful to know. For example, only the ratio scale has meaningful zeros.

scales of measurement

A pie chart displays groups of nominal variables (i.e. categories).

1. Nominal Scale. Nominal variables (also called categorical variables) can be placed into categories. They don’t have a numeric value and so cannot be added, subtracted, divided or multiplied. They also have no order; if they appear to have an order then you probably have ordinal variables instead.

For more, see: What is the Nominal Scale?


ordinal scale

The ordinal scale classifies according to rank.

2. Ordinal Scale. The ordinal scale contains things that you can place in order. For example, hottest to coldest, lightest to heaviest, richest to poorest. Basically, if you can rank data by 1st, 2nd, 3rd place (and so on), then you have data that’s on an ordinal scale.

For more, see: What is the Ordinal Scale?

interval scale3. Interval Scale. An interval scale has ordered numbers with meaningful divisions. Temperature is on the interval scale: a difference of 10 degrees between 90 and 100 means the same as 10 degrees between 150 and 160. Compare that to high school ranking (which is ordinal), where the difference between 1st and 2nd might be .01 and between 10th and 11th .5. If you have meaningful divisions, you have something on the interval scale.

For more, see: What is the Interval Scale?

measurement scales

Weight is measured on the ratio scale.

4. Ratio Scale. The ratio scale is exactly the same as the interval scale with one major difference: zero is meaningful. For example, a height of zero is meaningful (it means you don’t exist). Compare that to a temperature of zero, which while it exists, it doesn’t mean anything in particular (although admittedly, in the Celsius scale it’s the freezing point for water).

For more, see: What is the Ratio Scale?

Questions on level of measurement? Leave a comment and I’ll do my best to help!

------------------------------------------------------------------------------

If you prefer an online interactive environment to learn R and statistics, this free R Tutorial by Datacamp is a great way to get started. If you're are somewhat comfortable with R and are interested in going deeper into Statistics, try this Statistics with R track.

Comments are now closed for this post. Need help or want to post a correction? Please post a comment on our Facebook page and I'll do my best to help!
Scales of Measurement / Level of Measurement was last modified: October 12th, 2017 by Stephanie Glen