Flawed Statistics

Statistics and I don't always get along well. I'm getting better at detecting fishy conclusions drawn from statistics, though. Take this article about abortion among Catholic women for instance.

Almost half of the clinic's 6000 patients last year identified their religion and of this group almost 40% said they were . A further 23% identified themselves as "Christian", while fewer than 5% said they were . Seven% were Muslim and 5% were Buddhist.

Nowhere does this article mention what percentage of women in the general population consider themselves . All it says is that 40% of those women who (1) have an and (2) identify their religion, are . If Catholics outnumber Protestants in Australia, such a disparity is to be expected, all other things being equal.

Let's simplify the numbers a bit to clarify this. Suppose 100 women have an . 40 are , 23 are generically Christian, 5 are , 7 are Muslim, 5 are Buddhist, and the remaining 20 are something else. Let's divide the 23 generic Christians equally between Catholics and Protestants, since we have no data to support a more lopsided grouping. That makes 52 Catholics and 16 Protestants. Let X denote the number of women in Australia and Y the number of women. The percentage of women who had an is 100*52/X. The percentage of women who had an is 100*16/Y. These percentages will be equal when X = 3.25 * Y. If the multiple is smaller than 3.25, the percentage goes up and vice versa. In other words, if women outnumber women by less than 3.25:1, Catholics women are "more likely" to have an than women. Too bad the article doesn't give us a population breakdown. To make matters worse, only about 50% of those women having abortions identified their religion. The numbers given are essentially meaningless.

The Fallacy Files site has a good explanation of this kind of statistical goof.

Speaking of fallacies, this site is sort of a Cliffs Notes version of Fallacy Files.

Funky Dung

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Comments 3

  1. John Thompson wrote:

    To be fair, unless members of a certain religion are more likely to refuse to declare their religion, then it doesn't matter that only half the people declared, and the religious breakdown of the population could be found in any almanac.

    As misleading statistics go, that's a pretty tame example. The reader shold be expected to read critically. I hereby offer you a pat on the back.

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    Posted 12 Aug 2004 at 12:47 am
  2. Funky Dung wrote:

    "To be fair, unless members of a certain religion are more likely to refuse to declare their religion, then it doesn't matter that only half the people declared,"

    The point is that we don't know whether they would or would not. To guess to rather presumptuous.


    "and the religious breakdown of the population could be found in any almanac."

    Would it be broken down by gender? I don't own an almanac. I'll have to google for one.


    "The reader shold be expected to read critically."

    The sad fact is that most people don't and propagandists are counting on it.

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    Posted 12 Aug 2004 at 1:11 am
  3. Funky Dung wrote:

    Another important question is how many of the "Christians" are Catholic versus Protestant.

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    Posted 12 Aug 2004 at 1:26 am

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