Wednesday, February 20, 2013

Assignment 5


People like patterns. This is a simple part of our cognitive process that made living as hunter-gatherers easier. We eat a mushroom. We have an upset stomach. We throw-up. That means the mushroom caused our stomach problems so we should avoided it in the future. Learning through correlation is what makes living possible, but unfortunately, correlation- as the saying goes- does not mean causation. Maybe there was a bacteria on the fungus that made us sick. The mushroom may be perfectly edible if we just wash it. In order to find causation science takes our impulse to jump to conclusions and throws it out the window.
We have a very particular method in science that aims to remove as much human bias as possible, but unfortunately some methods designed by scientists are inadequate and fail to do this. In 1998, Wakefield et al famously published a paper that was ethically and methodologically flawed. They determined vaccines may cause autism in toddlers. Their conclusions were unfounded and the paper was retracted 12 years later. But the damage was done. There is a large portion of our population that still believes vaccines cause autism.
Does this mean that these people are scientifically illiterate? Yes. Just as people who refuse to acknowledge climate change ignore the majority of evidence supporting its existence, people believing in the autism-vaccine link latch on to one or two pieces of evidence contrary to the overwhelming majority of research findings. Science is based on consensus. If one study says A and twenty thousand studies say B it is typically the case that B is correct. Now this is not always so. Copernicus said the earth revolved around the sun and he was outnumbered. But people tested his theory and found he was correct. Reproducibility of results is key to science's claim to being declared as truth. Denial of the majority of evidence directly contradicts science's foundations.
That is not to say it is unacceptable to question results. We must always double check findings in science because verification is also important to the scientific process.
So what does the above information mean for the writer of science. First of all, basing your writing on one study is a mistake. Always check to see if others agree with the results of the particular paper you are studying. Also, the previous information tells us that debunking theories (whether true or false) is very difficult. People like to take what makes sense because of correlation and accept it as true. In fact, we do more than accept these correlations. We become married to ideas and emotionally invested in what we believe is true. Challenging peoples perceptions of truth can often be an construed as an attack on them, personally. When writing for science it is important to carefully lay out why one theory is incorrect and why another is true. Instead, of bulldozing someone's perception of reality, it is better to deconstruct it carefully and then rebuild it.
Correlation and causation are at the heart of this argument  As scientists and science writers we must be very careful to differentiate between the two and base our research on the latter, because basing it on the former can be devastating for the public's perception of truth.

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