Let's say your survey asked for quantities in absolute counts. But now you want the option to report them as percentages. This tutorial demonstrates how you can do just that, and correctly preserve percentages, frequencies and averages.
Here, we have two questions:
- S8: How many patients do you treat for Condition X?
- Q1: How many of those patients do you treat with a Gamma Agonist?
To create an element that displays percentages of respondents' patients being treated with a Gamma Agonist we need to calculate a ratio (Q1 / S8).
Calculate ratios of elements
First, we've cloned Q1 to create a new element and named it Q1vS8 (see "Copy or clone" tutorial.) You don't have to clone the element, but you may want to see both the original counts and the ratio.
For the new element, press the circle edit icon and choose "More properties..." from the context menu. Then, under "Denominator" enter "S8" and press Ok.
Voilá! We now have a new element that is defined as Q1 / S8.
Note: In this example we also set the Scale to 100 in the "More Properties..." menu. As an analyst you may be familiar seeing percentages in the interval of 0 to 1. But your client may prefer to see ratio on an interval of 0 to 100.
Means are ratio averages
When you use the "Denominator" property, the mean is intelligently weighted to show the ratio average, (i.e., the sum of numerators over sum of denominators, excluding rows with missing values for either). You can verify this yourself, as 12.1 / 36.9 x 100 = 32.8.