Skip to main content

Fright night in the doctors' lounge


It doesn't come as a terrible shock to hear that a lot of patients struggle with statistics. It's a little more scary, though, to be reminded that doctors' understanding of health statistics and data on screening isn't all that fabulous either. And now this month we hear that "a considerable proportion of researchers" don't understand routinely used statistical terms in systematic reviews. Gulp.

We've probably only been scratching the surface of what can be done to improve this. A recent small trial found that hyperlinking explanations to statistical and methodological terms in journal articles could improve physicians' understanding. (That's something we've started doing at PubMed Health. Although it's early days yet for us with coverage, they're getting clicked on quite a bit.)

Statistical literacy needs a combination of literacy, mathematical, and critical skills (PDF). In communication, numbers will always be tangled up with words (and sometimes words are better, as I discuss here).

Journalists are key to helping turn this problem around. They probably aren't getting the training they need, according to this study from 2010 - but that might be improving...slowly. Thankfully, Frank Swain from the Royal Statistical Society reports encouragingly on journalists' desire to learn more about statistics in the era of data journalism.

Want to learn more about basic statistics in health studies? Trials show that reading this book, Know Your Chances, could help.

And if you're wondering about how your own mathematics competency is faring since you left school, here's an online test. Mind you, it would help a lot if we had a clearer way of communicating numbers. The confusion over what means mean is a good case in point, covered here at Statistically Funny.


Another study on doctors' understanding and communication of data on the potential benefits and harms of treatment - published in August 2016.

This post was updated on 30 January 2016: the original shorter post was written when Evelyn Lamb and I were co-moderating a session at Science Online.

Additional study on 3 September 2016.

Comments

Post a Comment

Popular posts from this blog

Women and children overboard

It's the  Catch-22  of clinical trials: to protect pregnant women and children from the risks of untested drugs....we don't test drugs adequately for them. In the last few decades , we've been more concerned about the harms of research than of inadequately tested treatments for everyone, in fact. But for "vulnerable populations,"  like pregnant women and children, the default was to exclude them. And just in case any women might be, or might become, pregnant, it was often easier just to exclude us all from trials. It got so bad, that by the late 1990s, the FDA realized regulations and more for pregnant women - and women generally - had to change. The NIH (National Institutes of Health) took action too. And so few drugs had enough safety and efficacy information for children that, even in official circles, children were being called "therapeutic orphans."  Action began on that, too. There is still a long way to go. But this month there was a sign that ...
Post a Comment
Read more

Benefits Of Healthy eating Turmeric every day for the body

One teaspoon of turmeric a day to prevent inflammation, accumulation of toxins, pain, and the outbreak of cancer.  Yes, turmeric has been known since 2.5 centuries ago in India, as a plant anti-inflammatory / inflammatory, anti-bacterial, and also have a good detox properties, now proven to prevent Alzheimer's disease and cancer. Turmeric prevents inflammation:  For people who
Post a Comment
Read more

Austerity-A Fancy Word for Destitute.

The reason for this post is not for the folks who have been caught in the first wave of personal economic hard reality, but the next wave. Regardless of the optimism espoused by grinning leaders and sycophant press, we are entering the final stage of global economic collapse. It began in 2008 and was forestalled for five years with fudge putty, but the weight of global indebtedness cannot be propped any longer and the final crunch is imminent. Austerity measures herald the final throes.  Indications of coming austerity.   Austerity measures are the final last ditch effort, futile or not! Back in the day many of us old-timers went through periods of "hard-times". In retrospect I realize there is no comparison to yesteryear hard times and today's version. Back then, expectations were never very high for the working class, there were no sophisticated systems or conveniences anyway. In fact the difference between being "set" or not was about having treats or not. Si...
Post a Comment
Read more