Weekend longread for the #sciencepolicy crowd.

@AnEmergentI and I have been digging at how good UK research really is. And have come up with some worrying findings....

S&T - Is the UK a world leader in science? jameswphillips.substack.com/p/s-and-t-is-t…
There is a lot of guff about how world leading UK science is, and James and I have worked in US, Switzerland, Korea, Denmark etc.... and shared a little scepticism.

So we asked "Is it *really* though?"
Some of the "evidence" can be dealt with quickly.

1. Commercial university rankings.... ha ha ha!

2. REF results. At least this is based on some evidence. We quote the Russell group on how it allegedly shows 94% of their research is world leading etc... Total guff.
3. REF only looks at UK research (you'd be pretty clever to jump to international comparisons) & isn't a random sample. Unis select their best outputs & submit them. This selection bias means you can't generalise anymore than I can about my fitness from UK Olympic medal scores
4. Nobel prizes are backwards looking and don't tell us much about the quality to research today.

We also have citation scores... I could write a book about how careful you need to be when using these.

See for example this paper on how their biases

arxiv.org/abs/1105.1227
5. The UK Govt has done nice data that shows excellent UK performance on the most highly cited papers. USA and China aren't on this pic because they are off the scale.

Big questions about if you should normalise for population GDP etc. But let's run with it...
6. One thing you should do is normalise for fields of research because they have different citation patterns. If you don't you can get strange results - I have one published ranking that puts Sussex ahead of LSE in economics! We are good. But we ain't that good.
7. When you do that. The UK is still good. But the lead declines substantially. We are about a good as Germany & Italy. That's v good but shoes the "13% of most highly cited research" quote is misleading.

This is really good performance. But it's not science superpower.
8. I was making the usual comments - rankings are misleading, research has a direction but just a rate, research systems can be v badly out of sync with societal and economic needs etc...

And James made a really insightful point.

Which I'll try and explain.
9. He pointed out that being in the top 1% sounds good, but science is *so* big that the top 1% will contain thousands and thousands of papers, many of which won't by definition be the very best.
....
10. And he pointed out the UK research system is v efficient and respond to incentives very well. But the incentives in REF (see caveats before) are for 4* papers. That means judged by UK academics to be internationally good.
11. So there is no extra incentive to go the extra mile to produce the really outstanding cutting edge research that is game changing.

Arguably you are incentivised *not* to do that b/c it takes time and money.
12. This is important because there is evidence extremes drive science. And there are huge first mover advantages in many areas of tech.

So rather than the metrics showing UK science is excellent they made 1. Be hiding a problem, and 2. Be part of the cause of the problem.
13. This then raises the question - how does the UK perform at the absolute cutting edge of research?

We couldn't look at all research areas, so we looked at the three strategic areas in the Integrated Review - AI, Quantum and SynBio.
14. Twitter is glitching...

What we find was concerning.

Please have a look.

jameswphillips.substack.com/p/s-and-t-is-t…
15. The method are "rough and ready" and the data isn't great. But we do try and triangulate across evidence types and present the most roses evidence.

We'd really appreciate comments.
16. As an aside - If I was the VC or ProVC for Research at Manchester, Warwick, Bristol or Edinburgh I would ask the Government to use more sophisticated metrics.

And I would strongly resist this if I were at....

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More from @Nightingale_P

Feb 19
This is interesting. Though a lot of things that are taken for granted are much more questionable than the authors suggest.
I'm extremely sceptical of the science superpower talk.

Even more so than the ingredients listed here.

1. Excellent academic base - hummmm. UK research is good. But it's certainly not universally excellent. ...
...
We are a long long way from the USA. And our relative position is declining given the growth of China and the rise of more dynamic smaller nations. The relative decline in the last 5 years in some areas is worrying.
Read 12 tweets
Aug 6, 2022
A little Saturday morning STS thread on intangibles:

1/n
So which nation is the top of the rankings for scientific quality in computer science (an important area) between 1996-2021?

2/n
On the main metric we use in science policy - citations per paper - Its the Keeling Islands. Population 600 in the middle of the Indian Ocean.

3/n
Read 25 tweets
Nov 9, 2021
I did a lot of work pushing the policy of building new applied research focused universities to help regenerate areas of the UK (based on the success of the Swiss model). Nothing has come of it so far.

Manchester has 5 universities

Birmingham has 5

Boston has 16
(+19 CC etc)
If we wanted to be more radical (and more successful) we could build a load of diffusion focused universities as well, funded by @tonydanker's new diffusion focused bit of UKRI - "Accelerate UK", and connected to the catapults.
And complement this with a new Management focused Research Council in UKRI following the full *Comprehensive* SR.

Business and Management is about 10% of UK academic staff, but gets a tiny fraction of research funding - depending how you define it, it might be 0.1-0.3%.
Read 7 tweets
Sep 22, 2020
Dull academic thread. Sorry.

SPRU 101 is about to start... So some thoughts on PhD reading suggestions.

Basic issue I'm struggling with is new PhDs need to build a *lot* of skills very quickly. What should they read?

So some suggested reading, comments welcome. 1/n
2/n
Starting with basic data skills. The books to just buy and slowly work through.

First the classic, and still the best.
3/n

This is new but will be a classic. Especially as it teaches basic programming on R with the really important and under emphasised skills in presenting data. I love how it makes you think about what readers need and want, not what you want to say.
Read 27 tweets
Aug 4, 2020
The terrible explosion in Beirut looks like an industrial accident. Initial fire possibly ammunition or fireworks, that then ignites stored fertilizer, possibly in a ship?? Very similar to the Texas City disaster in 1947.
Reports now that it was stored explosive.
Explosion looks bigger.
Read 5 tweets
Jul 19, 2020
Problems with simplistic arguments that there aren't enough STEM graduates were pointed out by Ken Arrow a long old time ago....

And yet, 70 years later, this debate keeps on running.

now with working link - click on the pdf top right

scholar.google.com/scholar?hl=en&…
More recently The Chronicle of Higher Education covered it well

"The STEM Crisis: Reality or Myth?"

rit.edu/ritnews/pdfs/C…
This has a nice history of the STEM skills shortage myth

files.eric.ed.gov/fulltext/EJ104…
Read 13 tweets

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