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Another trend in life science, which is on the path of reaching epidemic proportion, is the publication of conceptual "work". I am talking about publications in
by Amygaz 10y ago
Another trend in life science, which is on the path of reaching epidemic proportion, is the publication of conceptual "work". I am talking about publications in peer-reviewed scientific journals papers, about some conceptual ideas or framework that they may have had. Technically conceptual papers are appropriate when getting real observation if irrelevant. The problem is that, this is never the case in life science... So, basically they feel like they can't be bothered to obtain factual information, or they don't want to risk being scooped, which means they assume their "novel" concept is somewhat obvious.
Common features of these conceptual papers include:
- coming from a high profile lab, in a ivy league school (i.e. high schmoozing factor);
- said lab is typically the best equipped to actually tackle that concept;
- not supported by any new data, but piggy backing on others previous data from others;
- some form of deductive reasoning;
- reads more like a novel;
- claims for openness and future collaboration (but remember the 2nd feature about being in the lab best equipped to tackle the concept).
At best these papers can be used to study informal vs formal logic. In reality, I find these papers being used as a form of first-to-publish or lobbying material to influence NIH funding. I think they work well as a good PR factor, and this not surprising since since the appearance of doing something has more value nowadays than being the one who actually moves the needle. So my conclusion would be the same as Prof Ionnadis, that these serve primarily as self-promoting and marketing tools. They lack the rigor and quality that we should expect from scientific journals, and should not be labeled as such.
- YeGoblynQueenne 10y agoThe problem is that you can't really prove anything with counts over evidence, a.k.a. statistics. You can to the extent that you define your own measure of proof, a.k.a. p value. And as prof. Ioannides has shown, it's perfectly possible to overrule your own good judgement and set the standard too low. And if this is the case, then what's wrong with "some form of deductive reasoning", as you put it? It would be great if more people applied the formal rules of deduction to their conceptual papers, and the work produced this way would not be less objective, less rigorous, or of lesser quality, than work that gathers some data and crunches the numbers over it, then calls it a day- quite the contrary. If that is not the done thing then the problem is not with the conceptual papers per se, but rather with the way they are produced and one should advocate for better methodology, not different methods.
- semi-extrinsic 10y agoDon't forget funding agency demands. Just got a new five year project? Of course you need a deliverable after 12-18 months. Nevermind that you haven't had any chance of producing good science in that timeframe (unless you take the PhD comics version of the grant cycle as literal advice) http://www.phdcomics.com/comics/archive.php?comicid=1431 http://www.phdcomics.com/comics/archive.php?comicid=1431
- mcguire 10y agoAs an aside, I have seen that grant cycle given to new grad students by a senior researcher as the way things are actually done. And I can't say I actually disagree.
- semi-extrinsic 10y agoAs they say, "it's funny because it's true".