A closer look at data suggests Johns Hopkins is still the #1 US hospital

July 18, 2012

(This article was first published on Simply Statistics, and kindly contributed to R-bloggers)

The US News best hospital 2012-20132 rankings are out. The big news is that Johns Hopkins has lost its throne. For 21 consecutive years Hopkins was ranked #1, but this year Mass General Hospital (MGH) took the top spot displacing Hopkins to #2. However, Elisabet Pujadas, an MD-PhD student here at Hopkins, took a close look at the data used for the rankings and made this plot (by hand!). The plot shows histograms of the rankings by speciality and shows Hopkins outperforming MGH.

I reproduced Elisabet’s figure using R (see plot on the left above… hers is way cooler). A quick look at the histograms shows that Hopkins has many more highly ranked specialities. For example, Hopkins has 5 specialities ranked as #1 while MGH has none. Hopkins has 2 specialities ranked #2 while MGH has none. The median rank for Hopkins is 3 while for MGH it’s 5. The plot on the right plots ranks, Hopkins’ versus MGH’s, and shows that Hopkins has a better ranking for 13 out of 16 specialities considered.

So how does MGH get ranked higher than Hopkins? Here U.S. News’ explanation of how they rank: 

To make the Honor Roll, a hospital had to earn at least one point in each of six specialties. A hospital earned two points if it ranked among the top 10 hospitals in America in any of the 12 specialties in which the US News rankings are driven mostly by objective data, such as survival rates and patient safety. Being ranked in the next 10 in those specialties earned a hospital one point. In the other four specialties, where ranking is based on each hospital’s reputation among doctors who practice that specialty, the top five hospitals in the country received two Honor Roll points and the next five got one point.

This actually results in a tie of 30 points, but according to the table here, Hopkins was ranked in 15 specialities to MGH’s 16. This was the tiebreaker. But, the data they put up shows Hopkins ranked in all 16 specialities. Did the specialty ranked 17th do Hopkins in? In any case, a closer look at the data does suggest Hopkins is still #1.

Disclaimer: I am a professor at Johns Hopkins University _______________________________________________

The data for Hopkins is here and I cleaned it up and put it here. For MGH it’s here and here. The script used to make the plots is here. Thanks to Elisabet for the pointer and data.

To leave a comment for the author, please follow the link and comment on their blog: Simply Statistics.

R-bloggers.com offers daily e-mail updates about R news and tutorials on topics such as: Data science, Big Data, R jobs, visualization (ggplot2, Boxplots, maps, animation), programming (RStudio, Sweave, LaTeX, SQL, Eclipse, git, hadoop, Web Scraping) statistics (regression, PCA, time series, trading) and more...

If you got this far, why not subscribe for updates from the site? Choose your flavor: e-mail, twitter, RSS, or facebook...

Tags: , ,

Comments are closed.


Mango solutions

RStudio homepage

Zero Inflated Models and Generalized Linear Mixed Models with R

Quantide: statistical consulting and training



CRC R books series

Contact us if you wish to help support R-bloggers, and place your banner here.

Never miss an update!
Subscribe to R-bloggers to receive
e-mails with the latest R posts.
(You will not see this message again.)

Click here to close (This popup will not appear again)