1

I am currently researching some STEM-related topic on X, and I have been bombarded with a flood of bad papers on Google or academic databases.

Of course, bad is subjective. But I am talking about papers that don't even have proper font or typesetting, virtually no equations/equations that don't make any sense, poor examples, and papers that are literally less than three pages long (standard are 10 pages): introduction, some made-up equations, one experiment that those equations does well on, conclusion - we have solved the problem.

In addition, many of these papers are published in low-tier journals and conferences (with very legit sounding titles, mind you, such as "International Conference on Advances in Computing, Communications and Informatics") and it is taking a while for me to dig through them to find quality content.

On top of it, there seems to be a flood of student projects on these topics that are otherwise properly formatted in conference style templates. I am guessing a lot of undergraduate courses are making their students learn how to write a paper as their project, and the students, in turn, publish them somewhere. Unfortunately, almost all of these papers are poor quality and totally not peer-reviewed. They show up in search anyways.

Is there anything academia can do to solve this problem? I can only see it get worse and worse over time until it is totally impossible to properly cite previous work.

closed as primarily opinion-based by Azor Ahai, Buffy, corey979, Morgan Rodgers, Jon Custer Mar 27 at 17:04

Many good questions generate some degree of opinion based on expert experience, but answers to this question will tend to be almost entirely based on opinions, rather than facts, references, or specific expertise. If this question can be reworded to fit the rules in the help center, please edit the question.

  • 9
    Improve your search habits. Use your university's library or Google Scholar. I've never had this issue. – Azor Ahai Mar 26 at 21:26
  • 1
    So all the equations are good : "virtually no equations/equations that don't make any sense" – Solar Mike Mar 26 at 21:29
  • 5
    Using Google to do your academic literature search could be a problem. Discuss with your local reference librarian, including bringing examples of good and bad papers from your searches. They know what to do... – Jon Custer Mar 26 at 21:30
  • 1
    Find a few good papers. See which journals they were published in. See what other papers they refer to (favorably) and what journals these were published in. With a little experience, you should get a pretty good idea where to find respectable papers about your subject X. And, as you've apparently already learned, don't be swayed by "very legit sounding titles"; just about anybody can invent (or copy) a legit-sounding title. – Andreas Blass Mar 26 at 22:50
  • 2
    Is there anything academia can do to solve this problem? We have peer review. We teach students how to do a proper literature search and separate the wheat from the chaff. We also teach them not to judge a book by its cover but to critically evaluate publications on their merit. – henning Mar 27 at 8:29
5

I strongly suspect that along with the papers being poorly formatted, they also have minimal usefulness content-wise. I think the way to solve your problem is just to use a filter of only looking at papers in peer-reviewed, properly formatted journals. And the better ones, at that.

Yes, there is a possibility you miss something, but so what? Euclidean perfection is not expected. If you are doing original work, you only have limited time to spend on literature and you need to use that most efficiently. Even if your sole task is to review the literature, you have limited time to do that.

If there is some work that was self published or poorly written but still important, than it should have been recognized (via citations) by papers in good journals. (Then, recognizing the importance, you can spend the time to decipher the poor exposition...but again, this will be a tiny fraction. Often zero.)

So, instead of worrying about academia (not a monolithic entity) somehow cleaning up the Augean stables for you (how would they even do that...take control of the Internet?), just change your own work habits to stay out of the muck or be very limited and targeted in your plunges into it.

  • 1
    Sure I can adapt my habits. But changes cannot come fast enough. Maybe one day I will post all these example paper on here and blow this thing wide open – The man of your dream Mar 27 at 0:32
  • 1
    (a) It's less of a problem for the world than you think because most people just use the easy filter that I recommended you use. (b) What's funny is that you also asked "Why publish a research paper when a blog post or a lecture slide..." academia.stackexchange.com/questions/125615/… – guest Mar 27 at 0:45
  • Well I am also not happy with the flood of lecture slides online which are also not peer reviewed. I read some crazy lecture slides recently and almost led me to a wrong result – The man of your dream Mar 27 at 0:46
  • 2
    @The then don't use random lecture slides. Even better never use lecture slides for this purpose. They are meant to be accompanied by a lecture. – Tobias Kildetoft Mar 27 at 7:27
  • 4
    @The man of your dream there's nothing to "blow open". Everybody knows that there are huge amounts of pseudo-scientific publications and bad venues. The first thing a student should learn is to identify the trustworthy ones. – henning Mar 27 at 8:33

Not the answer you're looking for? Browse other questions tagged or ask your own question.