Stats
Incidence density ratio (April 19, 2005)
Category: Measuring
benefit/risk
Someone asked me about a technical term, incidence density ratio, that was
used in an article:
- Comprehensive discharge planning and home follow-up of hospitalized
elders: a randomized clinical trial. Naylor MD, Brooten D, Campbell R,
Jacobsen BS, Mezey MD, Pauly MV, Schwartz JS. Jama 1999: 281(7); 613-20.
[Medline]
Looking at the article, they only mention the term once and in context with
another term, rate ratio, that you are probably familiar with. A rate
represents a number of events over time (or sometimes over area), and that
makes sense here. You have a number of readmissions per week/month, or
whatever. A rate ratio compares the rates of two different groups. Again that
makes sense.
There's something a bit tricky about this data in that they used a
proportional hazards regression, and the output is actually a hazard ratio.
That is actually just a technical distinction, though, because a hazard ratio
can again be thought of as a rate ratio. I need to write a web page about
this, because it is not immediately obvious. The term incidence is often
contrasted with prevalence, and you can find a discussion of this distinction
in most Epidemiology text books.
All of this, quite honestly, is a distinction without a difference. The
actual statistics they cite in the results section are:
Control group patients were more likely than intervention group
patients to be readmitted at least once ((Table 2); 37.1% vs 20.3%; P<.001;
relative risk, 1.8; 95% CI, 1.3-2.6).
That seems pretty easy to interpret to me, and knowing whether the numbers
represent rate ratios, incidence ratios, or hazard ratios is only of academic
importance.
I have a few web pages that discuss some of the technical issues if you are
curious. The December 15, 2004 weblog
entry on Neyman bias draws a careful distinction between incidence and
prevalence. I also have September 15, 2004
weblog entry on rates versus proportions. Certain statistical models,
such as a Poisson regression model will also produce incidence density
ratios. I have to write up a web page about this model when I have time. It
is on my list of unfinished business (Coming Soon!
March 22, 2005 weblog entry).
07/08/2008.