Statistics Definitions > Population Proportion
What is the Population Proportion?
A population proportion is a fraction of the population that has a certain characteristic. For example, let’s say you had 1,000 people in the population and 237 of those people have blue eyes. The fraction of people who have blue eyes is 237 out of 1,000, or 237/1000. The letter p is used for the population proportion, so you would write this fact like this:
p = 237/1000.
You can also write 237/100 as a decimal (by dividing 1000 by 237). If you did that, then p = 0.237.
Answer: The number of dogs is 1,712 and the total number of animals is 3,412. Therefore, p = 1,712/3,412. As a decimal, that’s p = 1712/3412 = 0.502 (to two decimal places).
To get “p”, just divide the total population (for the above question, that’s animals in the clinic) by the number of items you’re interested in (in the above case, that’s dogs). As a formula, it’s written as:
p = x / n
“x” is the number of items you’re interested in, and
“n” is the total number of items in the population.
Note: While “p” is usually used as the symbol for the population proportion, you might also see the letter pi(π) used instead.
In the real world, you usually don’t know facts about the entire population and so you use sample data to estimate p. This sample proportion is written as p̂, pronounced p-hat. It’s calculated in the same way, except you use data from a sample: just divide the total number of items in the sample by the number of items you’re interested in.
Example question: In a survey of 3121 people, 412 are under-vaccinated. What is the proportion of under-vaccinated people in the local population?
Answer: You don’t know population data for the local area, so use the sample data:
p̂ = x /n
= 0.132 (to 3 decimal places).
Gonick, L. (1993). The Cartoon Guide to Statistics. HarperPerennial.
Kotz, S.; et al., eds. (2006), Encyclopedia of Statistical Sciences, Wiley.
Vogt, W.P. (2005). Dictionary of Statistics & Methodology: A Nontechnical Guide for the Social Sciences. SAGE.
Wheelan, C. (2014). Naked Statistics. W. W. Norton & Company
Stephanie Glen. "Population Proportion" From StatisticsHowTo.com: Elementary Statistics for the rest of us! https://www.statisticshowto.com/population-proportion/
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