Letters to the Editor
Re: Breyer et al.: Use of Google Insights
for Search to Track Seasonal and
Geographic Kidney Stone Incidence in the
United States (Urology 2011;78:267-271)
TO THE EDITOR:
We read with great interest your article “Use of Google
Insights for Search to Track Seasonal and Geographic Kid-
ney Stone Incidence in the United States” by Breyer et al.
They noted that when they entered the query “kidney
stones” into Google Insights for Search, the curve showing
the popularity of this Google query over time has approxi-
mately the same shape as the curve for hospital admissions
for kidney stones. Similarly, the geographic distribution of
Google searches for “kidney stones” is similar to that of
hospital admissions for this condition.
The authors state that “kidney stones” was the best search
term they found to mirror the hospital admission data. They
determined this by guessing search terms and entering them
into Google Insights for Search. We think there may be
better correlated terms and certainly some more surprising
ones. A recently launched tool called Google Correlate
allows anyone to systematically look for search queries that
have the same pattern over time (or geography) as any other
search query, or even any other dataset.
In this case, entering “kidney stones” into Google Cor-
relate shows that “lower abdominal pain,” “back pain,” and
“burning sensation” are all highly correlated with the query
“kidney stones” over time (http://www.google.com/trends/
correlate/search?e=kidney+stones&e=lower+abdominal+
pain&t =weekly#). One can also determine which queries
best correlate with the actual kidney stone hospital admis-
sion data without first having to guess the query: simply
upload the dataset to Google Correlate and see what queries
are returned. We do not have access to the dataset so we
cannot try this ourselves, but we look forward to learning
about what others discover.
Roni Zeiger, M.D., and
Matthew H. Mohebbi
Google, Inc.
Mountain View, California
Reply by the Authors
TO THE EDITOR:
We greatly appreciate the interest in our manuscript.
1
Our
findings, teamed with our previous research,
2
and an out-
standing report by the group from Tucson, Arizona,
3
all
demonstrate that Internet search volume can track kidney
stone incidence. The authors of the letter are mistaken
when they assert that we selected search terms by guessing.
Terms associated with kidney stones were selected and
analyzed based on clinical experience and knowledge.
In Google Correlate, Google has once again produced
a useful tool for researchers. We imagine that it will be
put to work by researchers around the globe for useful
purposes. Our initial perusal of the site returned results
that were insightful, ironic, and humorous. For example,
the most correlated term with “Prostatectomy” was vas-
culitis (r = .9111).
4
Although Gleason score (r = .8956)
and urinary incontinence (r = .8743) were included in
the top 10 terms correlated with prostatectomy, so were
malt lymphoma (r = .8796), synovitis (r = .8791), and
lymphocytic (r = .8759). Fortunately for our urological
oncology colleagues, erectile dysfunction was not one of
the top 10 correlated terms with prostatectomy.
Google Correlate also produced some humorous health-
related results. The phrase with the highest correlation to
the health term “testicles” was “cast of full house” (r =
.8722), a popular 1980s sitcom.
5
Also in the top 10, “Taylor
Swift Innocent lyrics”(r = .8514), a popular music song
with no direct or obvious connection to the term “testicles.”
Benjamin N. Breyer, M.D., M.A.
Michael L. Eisenberg, M.D.
Department of Urology
University of California
San Francisco, California
References
1. Breyer BN, Sen S, Aaronson DS, et al. Use of Google insights for
search to track seasonal and geographic kidney stone incidence in
the United States. Urology. 2011;78:267-271.
2. Breyer BN, Eisenberg ML. Use of Google in study of noninfectious
medical conditions. Epidemiology. 2010;21:584-585.
3. Willard SD, Nguyen MM. Internet search trends analysis tools can
provide real-time data on kidney stone disease in the United States.
Urology. In press.
4. Google Correlate. Term searched: Prostatectomy. Available at:
http://www.google.com/trends/correlate/search?e=prostatectomy&t=
all#. Accessed October 19, 2011.
5. Google Correlate. Term searched: Testicles. Available at: http://www.
google.com/trends/correlate/search?e=testicles&t=all#. Accessed Oc-
tober 19, 2011.
Re: Graft Reconstruction of Inferior Vena
Cava for Renal Cell Carcinoma Stage pT3b
or Greater (Urology 2011;78:838-843)
TO THE EDITOR:
The authors report their surgical experience of graft re-
construction of the inferior vena cava (IVC) after resec-
486 © 2012 Elsevier Inc. UROLOGY 79: 486, 2012 • 0090-4295/12/$36.00
All Rights Reserved doi:10.1016/j.urology.2011.10.063