̽»¨ÊÓÆµ

¡®Bad science¡¯ spreads through natural selection, says study

New research also finds that the statistical power of studies in social and behavioural science has not improved in half a century

September 21, 2016
Dr Frankenstein and Igor in laboratory
Source: Getty
Bad science: laboratory methods can propagate directly, through the production of graduate students who go on to start their own labs, or indirectly

¡°Bad science¡± spreads through universities in a process similar to Darwinian natural selection, a paper has argued.

It coins the phrase ¡°the natural selection of bad science¡±, whereby laboratories that use potentially shaky methods that lead to lots of publication produce successful graduate students who spread these methods when they themselves open new labs.

¡°Laboratory methods can propagate either directly, through the production of graduate students who go on to start their own labs, or indirectly, through prestige-biased adoption by researchers in other labs,¡± the paper argues.

¡°Methods which are associated with greater success in academic careers will, other things being equal, tend to spread.¡±

̽»¨ÊÓÆµ

ADVERTISEMENT

A ¡°replication crisis¡± in science, in which researchers are not able to reproduce others¡¯ results, has been blamed on a number of types of ¡°bad science¡±, including a reluctance to double-check findings and statistical manipulations to get a publishable result. ?

This latest paper focuses on the problem of statistically underpowered studies: using too few subjects in an experiment for the results to be reliable.

̽»¨ÊÓÆµ

ADVERTISEMENT

It found that statistical power in the social and behavioural sciences has not improved since the first warnings of underpowered experiments in the early 1960s.

¡°Statistical power is quite low¡±, found "", published in Royal Society Open Science, and ¡°more importantly, statistical power shows no sign of increase over six decades¡±.

¡°The data are far from a complete picture of any given field or of the social and behavioural sciences more generally, but they help explain why false discoveries appear to be common,¡± it says.

Last year, an attempt to reproduce 100 prominent psychology papers found that only about a third managed to replicate statistically significant results.

̽»¨ÊÓÆµ

ADVERTISEMENT

david.matthews@tesglobal.com

Register to continue

Why register?

  • Registration is free and only takes a moment
  • Once registered, you can read 3 articles a month
  • Sign up for our newsletter
Please
or
to read this article.

Related articles

Sponsored

Featured jobs

See all jobs
ADVERTISEMENT