Median Watch

Eyes on statistics

On slowing down

Last month I wrote a piece in Nature to announce that I’m going to halve my research output. For me, the reasons are clear. Publication numbers are skyrocketing and are now being supercharged by researchers using AI to write papers. Many papers are now created simply to pad CVs and have no scientific value. The scientific community needs to be careful with the limited resource that is peer review and must focus on quality over quantity.

Posted by Adrian Barnett Sunday, March 8, 2026

Funding schemes that cost more than they award: part 2

“What is the purpose of research funding?” Phew, that is a big question. If I could hear your answers, I am sure there would be a wide range of opinions. Let’s put that in the too hard basket. What about this question, “What should research funding not do?" Again, I can imagine lots of answers, but there are likely some answers that we could all agree on. How about an axiom that “A research funding scheme should never cost more than it awards.

Posted by Adrian Barnett Wednesday, February 5, 2025

90% of scientific research is crap

Reading Adrian Edmondson’s excellent autobiography, he mentioned Sturgeon’s law which is: “Ninety percent of everything is crap”. Adrian is a comedian and was applying the law to his creative work. Sturgeon was using it talk about science fiction, but I think it also applies to scientific research, and Sturgeon’s number is strikingly similar to the estimate from Chalmers and Glasziou that 87.5% of health and medical research is wasted (which they rounded down to 85%).

Posted by Adrian Barnett Tuesday, January 7, 2025

I got my first real job because I could play football

I say real job, because I’d been working whilst studying as a dishwasher, packer, waiter, bingo operator, book-binder, and in a bookies. The interviews for these jobs were straightforward, turning up on time and in the right place got you half way there. My first real interview – way back in 1994 – was for a graduate statistician position at a big drug company in the UK. They paid my train ticket, put me up in a hotel, and took all the candidates out for dinner.

Posted by Adrian Barnett Thursday, September 5, 2024

What is the AIMOS conference?

A cover of Science from 2018 (available here) shows two giant scientists peering down on other scientists at work. It is a great image to describe metascience, also known as meta-research or the “science of science”. This is the growing field of scientifically studying science, with the aim of understanding why it sometimes fails and how we can make it better. At AIMOS (Association for Interdisciplinary Meta-Research and Open Science) we are the giant scientists peering down on our colleagues.

Posted by AIMOS conference committee Friday, October 13, 2023