Daddies Have Tenure

Experimental Error: Fetus Don’t Fail Me Now

I don’t know how other prospective fathers treat their wives’ pregnancies, but I saw it as a science project. It had a protocol, parameters, a timeline, and even the one item that makes funding agencies happy: a deliverable. I found myself poking at my wife’s abdomen, asking, “Who’s Daddy’s little gestating blastocyst? Who’s recapitulating phylogeny?” If I had published the results in a peer-reviewed journal, the article would have looked like this

There’s some good “talk like a scientist” example in there. Oh, wait: the written sample contains jargon that can be classified as scientific in origin within experimental error.

Science Literacy in the Age of Tornadoes

A Twist on Climate Change, Risk, and Uncertainty

In this country, we teach kids that science is a collection of hard facts. We teach them that scientists come up with a hypothesis—an idea that might explain some aspect of how the world works. Scientists then test their hypotheses and find out whether it’s correct or not. If it’s correct, then it becomes something that children must memorize. That story is true. But it’s also vastly oversimplified. It gives people the impression that every scientific question can be answered with “yes” or “no.” And if it can’t, then the real answer is probably “no.”

That perspective might work okay when you’re sitting in a high school science lab, studying the digestive system of a fetal pig. But it doesn’t work as well in the real world. And it leaves people completely unprepared to understand something like climate change, and how we assess the risks associated with it.

I note that “That story is true” is correct, but we would be better off if it weren’t. That’s one of the common themes in any discussion in the blogohedron about scientific literacy and science education: reducing science to a list of facts misrepresents the essence of science and also tends to kill enthusiasm for learning science.

That’s not to say that facts aren’t a part of science and science literacy. I think you can distill literacy down to three components — facts, concepts and procedures. You can’t do much without remembering a few facts, and you need to have a basic grasp of some concepts in order to see how those facts fit together. That’s part and parcel of any discussion/vote on what the most important element of scientific literacy — everyone trots out their favorite “must know” tidbit.

Uncertainty is inescapable in science, and you have to account for its presence in interpreting any scientific result, which is a concept that needs to be included in the list of what comprises basic science literacy. We have to fight the attempts to turn it into a pejorative, since a common implication is that any uncertainty means that we know nothing — a world is portrayed that’s black and white, with no tolerance for shades of grey.

Why Doctor Obvious Still Has a Job

I’ve posted several links, with tongue-in-cheek titles, to “obvious” science. But in reality, such science in necessary.

‘Duh’ science: Why researchers spend so much time proving the obvious

Scientific studies quantify results, which is important. Even if you know an effect is there, knowing how big the effect is and what variables change the results and by how much gives you insight into how to attack/leverage the phenomenon. Also — and the article only mentions this in passing — conventional wisdom isn’t always right. It’s necessary to do studies to confirm that actions are having the outcomes we think they are, even if nine times out of ten they do. One of the more famous examples is the conventional medical wisdom that peptic ulcers were caused by stress or spicy foods, and how that colored their treatment. Because that conventional wisdom was challenged, we learned that most of these ulcers are cause by the Helicobacter pylori bacterium.

Putting it in Your Mouth Does Not Make it Food

Chad’s been doing a series on non-adademic careers for scientists, and the first in this year’s batch: PNAS: Amy Young, Saponifier

It’s a noble effort , reminding people that there are many options outside of the professor-begetting-another-professor path, which is not sustainable, but the reason I really took notice was that this brought another topic onto some sharper focus, namely my position that everyday cooking/baking — when one simply follows the recipe in the cookbook — is not science. A lot of cooking, I think, doesn’t get past the level of I cooked too long and it’s burned/dried out, which is barely dipping your toe into the soufflé of science. (And Jennifer seemingly disagreed with this position, but it turns out it was mostly semantics — that cooking, done properly, is not about blindly following recipes is something with which I agree. The issue is blindly following recipes.)

Here’s the relevant part of Amy’s soap cooking approach that isn’t always followed in food preparation

If I hadn’t had the importance of keeping a proper lab notebook drilled into my head in my formative years, I would never in a hundred years be able to keep up with all the product lines I’ve got now. (Which colorant did I put in this one, again? And how much? Wait, wasn’t this the fragrance that made the soap seize up on me last time? I should probably try a lower temperature. And so on.) It may be six months or more between making batches of a given kind of soap, so keeping track is vital. Not to mention the product development phase, in which the thing just doesn’t work right, and I have fifteen different things to try varying; I’ve talked with colleagues who run similar businesses, and they seem to operate in a “just change stuff until it works” mode, rather than changing one element at a time (even if I run a dozen or more iterations simultaneously) so as to know which thing or combination of things created the desired effect. It’s invaluable in crafting the more complex items.

This really shows the systematic approach; it’s important to know what cause leads to which effect, and to quantify what you’ve done.

Read All About It: Piled Higher and Deeper

Nature has a special edition out on the future of the PhD

I will admit that I have not read all of the articles/editorials, but in my sampling, I see they fall into the familiar and perhaps comfortable view that the sole purpose of a PhD is to get you a job in academia. My familiarity, of course, in physics, and perhaps things are different for the varied flavors of chemists and biologists (biology and life sciences are seeing the largest uptrend in degrees awarded), but only around a third of physics doctorates go into academia. I can’t seem to dredge up the statistics from historical data for physics (the keepers do not seem to have committed it to being readily available online, or perhaps my Google-fu just sucks ATM) but I suspect this has been true for a while; research professors have been churning out multiple graduates for a number of years. If academia were the only market, a professor would be limited to two or three: his/her replacement, and one or two for institutions that do not have graduate students. The data from 1990-2206(pdf alert) for all STEM fields in OECD countries shows that it’s around half for the US and perhaps a little larger in that grouping; it varies by country. But the notion that a STEM PhD necessarily leads to an academic position is a fiction perpetuated and persists within the community.

One also might wonder, in the US, why we issue H-1B visas to bring in people with PhDs, if there is this glut of people with doctorates on the market.

We Are Ready to Not Believe You

The Science of Why We Don’t Believe Science

In other words, when we think we’re reasoning, we may instead be rationalizing. Or to use an analogy offered by University of Virginia psychologist Jonathan Haidt: We may think we’re being scientists, but we’re actually being lawyers. Our “reasoning” is a means to a predetermined end—winning our “case”—and is shot through with biases. They include “confirmation bias,” in which we give greater heed to evidence and arguments that bolster our beliefs, and “disconfirmation bias,” in which we expend disproportionate energy trying to debunk or refute views and arguments that we find uncongenial.

Short version: you can’t use logic and reason to talk someone out of a position they didn’t arrive at using logic and reason.

I think it points a way for arguments like global warming. I don’t understand why energy independence isn’t being trumpeted more loudly as a goal, with the goal of improving our economic situation and that of national security — importing less oil to keep more money in the US and eliminate foreign dependence.

Is Science Fickle?

The Triceratops Panic: Why Does Science Keep Changing Its Mind?

One of the nice things about growing up is you don’t have to spend time thinking about planets, digestion or awesome dinosaurs if you don’t want to, because what you were taught was “science” so those things are supposed to stay that way forever.

And then, suddenly, there is “news.” Someone in authority says, “Wait a second! New information has come to our attention, and that thing we told you was true may not be true any more. Or not as true. Please pay attention so we can un-teach what we told you.”

“WHAT?” is a lot of people’s first reaction. “I thought you knew this. I believed you…”
And then they get mad.

Perhaps the first failure of science education is the notion that “things are supposed to stay that way forever.” The facts and realities of science are always the best interpretation that we have available at the time, but it’s subject to change as we get more information. New information will always be interpreted according to the best theories of the day. (And someone in the media will always distort it to the point that its wrong.) What science won’t (or at least shouldn’t) do is be dogmatic and push information that’s become outdated, even if it’s for the comfort of the casual observer. There are sources for reassuring lies, but science should not be one of them.

The Limits of Crowdsourcing

aka “no amount of hot air balloons can save a bad idea”

A few days ago on the forum, after a newly-registered poster inquired how to get ahold of TEPCO so he could give them his idea for fixing the leak, I suggested that it was a bit naive to think that a layperson is going to suggest a viable solution that had not already occurred to the people working the problem. I got some static for that position. No matter — here’s someone who agrees.

Guardian readers ‘fix’ the Fukushima power plant

[T]here’s this odd, growing trend in the world today, fed by endless news vox-pops and the general ‘X-Factorization’ of television, that somehow everyone’s opinions are valuable and worth listening to.

Bollocks.

Crowdsourcing can work, but you have to have expertise from which to draw. That’s the idea behind a discussion forum: you have enough people together and odds are good that someone (if not several people) will know the answer to a question. But it all rests on a subset of the crowd having a level of expertise. You aren’t asking a random person for the answer, you’re asking (ideally, anyway) someone who knows what they are talking about. In other words, it’s not guesswork.