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Home > Statistics Every Writer Should Know > The Stats Board > Discusssion
percent and weighted results
I collect data on a tool that is divided into 3 sections each having a weight. Ex: These three results 16%+29%+22.5%=67.5% is this 67.5 considered a percentage or a composite score. Thank you
READERS RESPOND: Re: percent and weighted results The value you end up with certainly looks like a percentage. It takes values between 0 and 100. Of course, percentages are only a convenient way of expressing numbers. People are generally happier with the concept of a 75% score than a 0.75 score. So even if what you have is a composite score, then using the notation of percentages is fine. Big question: will using percentages confuse or clarify? After all, statistics is all about making sense of number. If you give a result of 80%, the impression given will be that the total number of mets/total number of applicables = 0.8 Now because you are weighting, this will not be true. In the example you gave, your weighted score comes out at 67.5% In fact, the "true" percentage is (8+29+15)/(10+50+20)*100% Clearly there isn't much of a difference, as your weighting (20:50:30) is not very different from the effect of not weighting at all (10:50:20). Presumably you have good reasons for wanting to emphasise the "a" and "c" measurements, so the 67.5% is "better" because it is being influenced more strongly by the high percentages in "a" and "c". For clarity, it might be wise in reporting your results to explain your reasons for weighting and give both the unweighted and weighted percentages.
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