Friday, November 04, 2005
Disappearing statistics
A wire-service article appeared yesterday on the Boston Globe’s website, boston.com, but now the article has mysteriously disappeared. Fortunately most of it is still available elsewhere, so we can examine its questionable use of statistics. It begins by reporting some vaguely alarming statistics:
I know, numbers don’t sell. But they are essential if we’re to understand the point behind this article. Of course some towns are above average and others are below, but what does that prove?
Interestingly, the sentences omitted from this version include the observations that town A is above average in pancreatic cancer, B in breast cancer, C in stomach cancer, and so forth. No one town is above average in more than one type. This leads us to be even more suspicious about the statistical significance here.
A state Department of Public Health study finds that certain types of cancer are far above the state average in some western Massachusetts communities.But don’t get too alarmed:
Nine other western Massachusetts towns had cancer rates below state average.Gee, what a surprise! Some towns had cancer rates above average, and others had cancer rates below average. No numbers, of course, except for an unclear observation that “pancreatic cancer among men in Easthampton is 128 percent above the average.” Given the general level of reporting in this article, we don’t even know whether they really mean 128% above the mean (or is it median?); very possibly they mean 128% of the mean (or median). In any case, we know nothing about the actual incidence of pancreatic cancer or the population of Easthampton. Perhaps the state mean would have predicted 1.3 cases and there were really 3, which is hardly likely to be statistically significant.
I know, numbers don’t sell. But they are essential if we’re to understand the point behind this article. Of course some towns are above average and others are below, but what does that prove?
Interestingly, the sentences omitted from this version include the observations that town A is above average in pancreatic cancer, B in breast cancer, C in stomach cancer, and so forth. No one town is above average in more than one type. This leads us to be even more suspicious about the statistical significance here.
Labels: math, teaching and learning
ARCHIVES
- May 2005
- June 2005
- July 2005
- August 2005
- September 2005
- October 2005
- November 2005
- December 2005
- January 2006
- February 2006
- March 2006
- April 2006
- May 2006
- August 2006
- September 2006
- November 2006
- December 2006
- January 2007
- February 2007
- March 2007
- April 2007
- May 2007
- December 2007
- January 2008
- February 2008
- March 2008
- April 2008
- May 2008
- July 2008
- November 2008
- December 2008
- January 2009