Archive for September 7th, 2007|Daily archive page
When is 8% not 8%
When you think it is 8 percentage points.
Let me pre-empt opinions that I’m a bastard by saying that I’m not. Much. I’m just a statistician.
The story is the increase in female teen suicide rates. You’ll notice I don’t use the popular adjectives, like dramatic, shocking, huge, etc. Just “increase”.
Significant upward departures from modeled trends in 2004 were identified in total suicide rates for three of the six sex-age groups: females aged 10-14 years and 15-19 years and males aged 15-19 years. The largest percentage increase in rates from 2003 to 2004 was among females aged 10-14 years (75.9%), followed by females aged 15–19 years (32.3%) and males aged 15-19 years (9.0%). In absolute numbers, from 2003 to 2004, suicides increased from 56 to 94 among females aged 10-14 years, from 265 to 355 among females aged 15-19 years, and from 1,222 to 1,345 among males aged 15-19 years.
These massive increases are relative, and specific. For example, with respect to females aged 10-14 years, poisoning and hanging (I should probably have warned of the weird morbidity of this post):
Similarly with regard to females aged 15-19:
Risks: relative versus actual
First: I am not suggesting that an increase like this, bucking a trend of steady declination in suicides, is nothing about which to be concerned. However.
Notice the vertical axes on these graphs. This is the difference between percentage increases and percentage point increases. So suicide risks among young people have increased 8%, not by 8 percentage points. In fact they have increased by 22% for young women, specifically. This means increasing from 6.59 per 100,000 to 8.06 per 100,000; alternatively from .00659% to .00806%.
Second, while I’m not suggesting that a 22% increase in suicides for young women vs. 4.9% for males is nothing about which to be concerned, consider this table:
Click on it for the big version.
The number of young males committing suicide has increased from 33.55 per 100,000 to 35.2 per 100,000; alternatively from .03355% to 0.0352%. The rate of suicide per 100,000 is 436% greater for males than females.
Finally, these are 2003 to 2004 changes, as per the data the CDC has used. So before panicking, of first importance is making sure the numbers are okay (without offense intended to the researchers), finding out what in hell is the deal with the poisoning and suffocation, and finding out what the numbers are like for the last three years. Was that spike merely a spike, or has a new trend begun? Suicide rates could be back on the declining trend, today, or far, far higher.
Just something to mull. I have a big prejudice against reporting with relative risks. The endless parade of things that increase the risk of cancer are what did it. If I increase your risk of death from 0.01% to 0.02%, I’ve doubled it. It’s still only 2 in 10,000, though. Perspective, necessary in responsible statistical inference and appropriate policy response, goes missing a lot when dealing with relative risks.
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