Jake Anders
@jakeanders.uk
1.7K followers 530 following 150 posts
Education, evaluation, economics, etc. Professor of Quantitative Social Science, UCL Deputy Director, @cepeo-ucl.bsky.social Principal Investigator, COSMO study Dad to three. https://jakeanders.uk
Posts Media Videos Starter Packs
jakeanders.uk
My daughter will be delighted.
Reposted by Jake Anders
cepeo-ucl.bsky.social
🌞Another day, another @cepeo-ucl.bsky.social working paper 🌚

Our PhD student @robbiemaris.bsky.social examines a recent major reform to the UK education system:

the introduction of T levels - a qualification that aims to blend the academic and vocational

econpapers.repec.org/paper/uclcep...
jakeanders.uk
Rudely interjecting, but I feel I should say welcome.

And, yes, use Zotero.
jakeanders.uk
For the record, I still haven’t done this.
jakeanders.uk
Almost always do this at renewal to avoid upward creep in the premium. Basically, as long as they don’t have any ongoing conditions it’s worth seriously considering.
jakeanders.uk
Not the point I know, but I always find it particularly grating that they could also be more concise themselves by using “concision” instead of the ponderous “conciseness”.
Reposted by Jake Anders
hetanshah.bsky.social
Ooh we've opened our call for small research grants. £10k for any humanities or social sciences research. Open to independent scholars. We use partial randomisation to allocate the funding: random allocation between all that meet the quality threshold
www.thebritishacademy.ac.uk/funding/ba-l...
British Academy/Leverhulme Small Research Grants
The BA/Leverhulme Small Research Grants are available to support primary research in the humanities and social sciences. These awards, up to £10,000 in value and tenable for up to 24 months, are provi...
www.thebritishacademy.ac.uk
Reposted by Jake Anders
crahal.com
🚨It's that exciting time of year!🚨

Our team has got TWO open DPhil (PhD) positions in #datascience + #health here at @oxforddemsci.bsky.social for 2026🎉! See for details:

1️⃣ 👉 crahal.com/HDS_2026.html
2️⃣ 👉 crahal.com/pophealth_2026.html

Please share and help us to find our future teammates ❤️!
Reposted by Jake Anders
cepeo-ucl.bsky.social
We have more of our online courses on using administrative data, supported by ADR UK, coming up soon.
➡ National Pupil Database (NPD) 23-24 Sept www.eventbrite.co.uk/e/cepeo-adru...
➡ Longitudinal Educational Outcomes (LEO) 30 Sep - 1 October: www.eventbrite.co.uk/e/cepeo-adru...
jakeanders.uk
It's always worth doing that.
Reposted by Jake Anders
pengzell.bsky.social
WE ARE HIRING! 2 Lecturers in Quantitative Social Science. Want a friendly interdisciplinary department in one of the world's most vibrant cities? This just might be for you.

Apply by: 10 Oct

www.ucl.ac.uk/work-at-ucl/...
Reposted by Jake Anders
uclpals.bsky.social
🔬 PALS researchers in npj Science of Learning show that people unconsciously track irrelevant probabilities, reshaping perception – sometimes causing lasting “statistical deafening.”

Read the paper here 👉 doi.org/10.1038/s415...
Reposted by Jake Anders
cepeo-ucl.bsky.social
GCSE results are out:

On the surface, today’s results seem cause for relative optimism.

Despite this cohort’s tough time — both final year at primary & first year of secondary were disrupted by COVID; rates of SEND and mental health issues also up among this group — there’s no results drop off.
Reposted by Jake Anders
cmonden.bsky.social
Job alert! Join us at @nuffieldcollege.bsky.social as a postdoctoral fellow to work on your own research for three years. #sociology
www.nuffield.ox.ac.uk
Reposted by Jake Anders
uclopenscience.bsky.social
UCL staff and students - have you seen our Research Data Management webpages? 🌐💻

With information about writing data management plans, complying with funder requirements, using the UCL Research Data Repository and more, it's worth having a browse 👀

www.ucl.ac.uk/library/open...
Research Data Management
The Research Data Management team advises staff and students on managing research outputs both during a project and once it is complete. Come and talk to us about writing data management plans,…
www.ucl.ac.uk
jakeanders.uk
Can confirm that it’s a great pub, even before this!
Reposted by Jake Anders
cepeo-ucl.bsky.social
A level results are out! And as many have reported, there was an overall improvement in the proportion of students gaining the top grades.

But its not good news for everyone: with London & the South East continuing to pull away from the rest of the country, and boys slightly ahead of girls.
jakeanders.uk
Great paper on the under-explored topic of non-A level pathways by my PhD student @robbiemaris.bsky.social — highly relevant for Level 3 Results Day!
cepeo-ucl.bsky.social
What do progression pathways for T Level students look like?

New CEPEO paper from Robbie Maris

repec-cepeo.ucl.ac.uk/cepeow/cepeo...
jakeanders.uk
I use this for local code auto-complete, and the de-censored DeepSeek R1 as a more general model that can run decently on my machine. That’s been a nice combo for me.

I’m hoping someone distils the gpt-oss models further, since they’re open source, but guess we’ll see.
jakeanders.uk
Potentially useful for you to benchmark against, mine is Mac M2 with 16GB memory and it took, like 45 minutes to respond to the prompt “hello”! I regret not getting one with more memory…

If you have a similar experience then perhaps give the OpenRouter free model a go
jakeanders.uk
Ah, not directly from OpenAI, it seems. But certainly OpenRouter if you set up an account and API key there. There’s even a free model variant there (albeit with things like tools support turned off): openrouter.ai/openai/gpt-o...
gpt-oss-20b (free) - API, Providers, Stats
gpt-oss-20b is an open-weight 21B parameter model released by OpenAI under the Apache 2.0 license. Run gpt-oss-20b (free) with API
openrouter.ai
jakeanders.uk
I’ve not tried yet, but had been thinking about it. Looks eminently doable either by installing locally with ollama & using ellmer’s chat_ollama() function (if your computer is powerful enough: mine is not, hence only thoughts so far), or by calling it from OpenAI or OpenRouter with those functions.