P.Mean Website (created 1997-12-22, reborn at this location
2008-06-21)
Welcome to the P.Mean website. Here are the
most important links:
Updates
- 2008-11-05. The first issue of the
Monthly Mean newsletter was released today. I hope you like it. If you
haven't signed up yet, it is easy. I am using a
professional service, iContact, so you can be sure that your privacy will be
respected and that you will be able to unsubscribe without a lot of hassles.
- 2008-11-03. Children's Mercy Hospital has shut down the StATS
website, at least temporarily. If you try to go to any page on my old website,
you will get the following message "We're sorry, but the Stats site is
currently being revamped! Please check back soon." I will start
negotiating with Children's Mercy to post the old material at my new website,
but I am unsure how these negotiations will go. The copyright statement that
was originally posted on the website before I tried to change these webpages
to open source stated that individual educational use of these webpages is
acceptable. If anyone has an individual educational need for any particular
webpage at my old site, send me an email and I
will get you a copy. If there is a favorite topic that you want covered at my
new site, let me know and I will develop some new content on that topic that
does not infringe on the copyright of the original page. Many of the links on
this website to the content of the old website are now broken, and I will try
to fix these as soon as possible.
- 2008-11-01. My last day at Children's Mercy Hospital was Friday,
October 31. It has been a wonderful twelve years. I am looking forward to my
new career as an independent statistical consultant,
but I will miss many friendships that I have developed with the people I have
worked with.
- 2008-10-09. I am starting an email letter about Statistics, called the
Monthly Mean. Although the first newsletter is not yet written, I have a
main newsletter page, an
archive page, and a very very early
draft of the November newsletter.
- 2008-07-09. To avoid any controversy, I am re-organizing this site
to avoid duplicating material at the StATS website. Once the issues of the
open source license are resolved, I will add back the appropriate links. The
main page which feeds into the duplicated material is the archive. I've
disabled this link. A few select categories, associated with new material are
available instead.
View all
updates for 2008.
The most recent website entries
- P.Mean: Ethics of research into
unscientific therapies (created 2008-11-15). What is a responsible
ethical position on research on complementary or alternative medicine that is
not based on "generally accepted" principles of science? For example,
redirecting energy fields in the body; or demonstrating the positive effects
of intercessory prayer (prayer on behalf of another person). It is one thing
for a scientist member to say "I don't think the proposed statistical
methodology is adequate to the task." It's quite another thing to say "I don't
believe that there is any scientific basis for the proposed research." What
then?
- P.Mean: IRB approval of studies with
less than adequate research integrity (created 2008-11-14). How should
an IRB view its job with respect to research approval if the study
design is "less than adequate" to provide valid results? Is the IRBs job only
to assess for patient risk? If a study's design is poor and will not yield
useful results should the IRB approve the study if there is minimal risk? Does
it matter if the study is minimal risk vs greater than minimal risk?
- P.Mean: Explaining CART models in simple
terms (created 2008-11-05). I need some help understanding and explaining Classification and Regression
Trees (CART). I am personally not familiar with this technique. When would
someone select this over linear/logistic regression model?
- P.Mean: Reading abstracts instead of
the full article (created 2008-11-05). An interesting inquiry on the
Evidence-Based Health email discussion group generated a lot of responses.
A busy clinician has a limited amount of time to answer a clinical question.
They carry out a quick search and find 5 decent abstracts. They have two
options: 1) Look at one full-text article. 2) Look at 5 abstracts. Which do
people think is preferable? It's a tricky question because both approaches
have problems. Here are my thoughts on this issue.
- P.Mean: Statisticians are not gatekeepers
(created 2008-11-04). A discussion of the proper role of statisticians
when presented with questionable data is raging in the MedStats discussion
group. I added some comments recently about the dangerous tendency for us
statisticians to view our roles as "gatekeepers". Here's the gist of my
comments.
View all website entries for 2008.
Interesting articles, books, quotes, or websites added to
this site recently.
- Helping Doctors and Patients Make Sense of Health Statistics. Gerd
Gigerenzer Wolfgang Gaissmaier Elke Kurz-Milcke Lisa M. Schwartz Steven
Woloshin. Psychological Science in the Public Interest 2008: 8(2); 53-96.
[Abstract]
[PDF]. Excerpt: Many doctors, patients, journalists, and politicians
alike do not understand what health statistics mean or draw wrong conclusions
without noticing. Collective statistical illiteracy refers to the widespread
inability to understand the meaning of numbers. For instance, many citizens
are unaware that higher survival rates with cancer screening do not imply
longer life, or that the statement that mammography screening reduces the risk
of dying from breast cancer by 25% in fact means that 1 less woman out of
1,000 will die of the disease. We provide evidence that statistical illiteracy
(a) is common to patients, journalists, and physicians; (b) is created by
nontransparent framing of information that is sometimes an unintentional
result of lack of understanding but can also be a result of intentional
efforts to manipulate or persuade people; and (c) can have serious
consequences for health.
- Components of placebo effect: randomised controlled trial in patients
with irritable bowel syndrome. T. J. Kaptchuk, J. M. Kelley, L. A. Conboy,
R. B. Davis, C. E. Kerr, E. E. Jacobson, I. Kirsch, R. N. Schyner, B. H. Nam,
L. T. Nguyen, M. Park, A. L. Rivers, C. McManus, E. Kokkotou, D. A. Drossman,
P. Goldman, A. J. Lembo. Bmj 2008: 336(7651); 999-1003.
[Medline]
[Abstract]
[Full text]
[PDF]. Description: The authors suggest that the placebo affect can be
separated into three components: the process of observation itself (the
Hawthorne effect), the therapeutic ritual associated with a placebo, and the
patient-practitioner interactions. They then test this empirically in a three
arm single blind study. There were significant differences between the arms of
the study, and the effect of the patient-practitioner interactions was the
strongest effect.
- The Myth of Equipoise
in Phase 1 Clinical Trials. Adil E. Shamoo, PhD. Posted 11/05/2008 at
Medscape J Med. 2008;10(11):254. Note that a free registriation may be
required. Excerpt: Phase 1 clinical research trials using healthy
volunteers are conducted for the sole purpose of serving the public good (a
utilitarian concept). The literature on equipoise analysis does not exclude
phase 1 trials with controls or healthy volunteers from the claim of being in
"equipoise." The continued perpetuation of this ethically and scientifically
invalid concept undermines the ethics of research with human subjects.
URL: www.medscape.com/viewarticle/582554
- Interesting quote: The statistician who supposes that his main contribution to the planning of an
experiment will involve statistical theory, finds repeatedly that he makes his most
valuable contribution simply by persuading the investigator to explain why he wishes to
do the experiment, by persuading him to justify the experimental treatments, and to
explain why it is that the experiment, when completed, will assist him in his research.
-- Gertrude M. Cox. (I can't recall the original source where I
found this quote. Sorry!)
- Development of evidence-based clinical practice guidelines (CPGs):
comparing approaches. Tari Turner, Marie Misso, Claire Harris, and Sally
Green. Implementation Science 2008, 3:45doi:10.1186/1748-5908-3-45.
[Abstract]
[PDF] Description: This article identified publications on developing
clinical practice guidelines. The review found six relevant publications. All
these publications stressed the need for a multidisciplinary panel, consumer
involvement, identification of clinical questions, systematic searches for
evidence, consultation beyond the development group, and regular reviews and
updates.
View all interesting articles, books,
quotes, and websites.
The most recent personal entries
- Steve, Cathy, and Nicholas -- My
niece is a blogger (created 2008-11-17). My niece, Kathleen Gier, is
writing a blog about varsity sports for the Kansas City Star. You can view it
at varsity.kansascity.com/user/blogs/3242. She writes about high school sports
with a special emphasis on her high school, Saint Thomas Aquinas, in Overland
Park. She's been doing this for about a month, but today is the first day I
have had time to check it out. She has nine blog entries, so far. I think she
writes quite well, but I may be biased.
- Steve, Cathy, and Nicholas -- Nicholas
loses his first baby tooth (created 2008-09-18). For a couple of weeks,
Nicholas has had a loose tooth. He would show everyone how he could push it
forward until it was almost horizontal. On Sunday, on the way into church
Nicholas shouted out "The wind blew away my tooth." He opened his mouth and
there was a big gap where his loose tooth was.
- Steve, Cathy, and Nicholas -- Nicholas the
swimmer (created 2008-08-08). Nicholas has always enjoyed summers at the
swimming pool, but in 2008, he developed some really amazing swimming skills.
He is mostly self-taught, though he has gotten some informal instruction from
Cathy and at the Bright Horizons summer day care program. What's truly amazing
to me is how easily he glides under the water. Here are some pictures.
The most popular pages, excluding home page and various archive pages
(last checked 2008-11-17)
-
www.pmean.com/GeneralHelp.html
- www.pmean.com/Evidence.html
-
www.pmean.com/testimonials.html
-
www.pmean.com/news/2008-11.html
-
www.pmean.com/personal/swimmer.html
- www.pmean.com/consult.html
-
www.pmean.com/personal/toothless.html
- www.pmean.com/08/Spss17.html
-
www.pmean.com/08/SdTooBig.html
- www.pmean.com/resume.html
-
www.pmean.com/08/RegressionAndAnova.html
-
www.pmean.com/category/SampleSizeJustification.html
-
www.pmean.com/08/LikertSum.html
-
www.pmean.com/08/CanIAsk.html
-
www.pmean.com/category/ModelingIssues.html
-
www.pmean.com/category/TeachingResources.html
-
www.pmean.com/08/InterveningVariable.html
-
www.pmean.com/08/RepeatedMeasuresPart2.html
-
www.pmean.com/08/UsingGoogle.html
-
www.pmean.com/category/CriticalAppraisal.html
This work is licensed under a
Creative
Commons Attribution 3.0 United States License. This page was written by
Steve Simon and was last modified on
2008-11-18.