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To avoid falling support for climate policies, and a shift to parties who won't support them - we unquestionably need to rebuild trust and build climate policies *with* the public ๐
@loisplayer.bsky.social
Behavioural Scientist | Climate Policy & Behaviour Change ๐ | Novel Computational Methods - NLP & LLMs ๐ฉโ๐ป | Research Consultant | Currently Contracting at European Climate Foundation โจ loisplayer.com
๐งต 4/4
To avoid falling support for climate policies, and a shift to parties who won't support them - we unquestionably need to rebuild trust and build climate policies *with* the public ๐
๐งต 3/4
The review even shows that when governments support workers, involve communities, and communicate clearly, the backlash fades and support grows.
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When people feel targeted by or left out of policies, they are more likely to back these politicians - who promise to roll them back.
Whatโs driving this isnโt climate denial, but *distrust* of the government to do what's best for people.
Climate policies are essential. But what if their design is alienating people? ๐ฝ
A Nature review shows that climate policies seen as unfair are pushing voters toward right-wing populist parties - who frame climate action as elite, costly, and out of touch ๐
๐งต 1/4
www.nature.com/articles/s41...
Last week, I graduated from my PhD in Behavioural Science - marking the end of 8 years at beautiful Bath โจ
I was so grateful (& emotional) to graduate with my partner and lovely friends.
Thanks to my amazing supervisors, @lwhitmarsh.bsky.social @christinademski.bsky.social ๐ค
Over & out, Bath ๐ฅน
Huge thanks to my co-authors - Ryan Hughes, Kaloyan Mitev, @lwhitmarsh.bsky.social, @christinademski.bsky.social, Nick Nash, Tris Papakonstantinou, & Mark Wilson โ a dream team of qual, quant, & ML expertise.
Thanks also to AAPS CDT- without whom Ryan and I would never have begun this project! ๐
The code is totally open-access - and we are building a user-friendly interface now! ๐ฉ๐ผโ๐ป
Want to participate in an early pilot or receive updates?
Sign up: tinyurl.com/DECOTAform
Even as a preprint, DECOTA drew significant interest from policymakers for its potential to:
โข Provide rapid insights in time-sensitive situations
โข Scale analysis to huge datasets that could not be analysed manually
โข Support more interpretative qual work ๐ญ
We tested DECOTA on 4 human-coded datasets. It identified:
โข 92% of all human-coded sub-themes
โข 90% of main themes
โฆin just 10 minutes and $0.82 per dataset ๐
DECOTA uses fine-tuned LLMs to analyse open-ended text data - with no human input needed.
Itโs a transparent 6 step process, that outputs:
- Themes & sub-themes in the data
- Their prevalence
- How they vary by demographic group
- Example quotes
DECOTA is here! ๐
Our automated free-text analysis tool is now published in Psychological Methods!
DECOTA automatically analyses free-text data quickly, affordably, and with human-like accuracy.
Paper: doi.org/10.1037/met0...
Press story: www.bath.ac.uk/announcement...
Iโm officially Dr Player! ๐ฅน
It was an honour to defend my PhD last week with world-leading experts, Geertje Schuitema & Nathalia Gjersoe.
Big thanks to my wonderful supervisors, @lwhitmarsh.bsky.social & @christinademski.bsky.social, AAPS CDT, & countless loved ones for their unwavering support โจ
Can we build the #NetZero future the Climate Change Committee says is possible? ๐
Today @thecccuk.bsky.social published its latest advice to the Government in its #SeventhCarbonBudget report.
Read our CAST response: cast.ac.uk/building-a-n...
Key messages thread ๐งต
So great to see the CCCโs 7th Carbon Budget published today.
It was a pleasure to contribute to this during my time in the wonderful People & Business team, & to see our @cast-centre.bsky.social work referenced ๐
Importantly: 1/3 of emissions reductions will come from household behaviour change ๐คฏ
The mad stampeed when they announce the platform ๐
20.02.2025 22:01 โ ๐ 2 ๐ 0 ๐ฌ 1 ๐ 0Thanks Jake! Great to see these trends coming to the fore ๐
18.02.2025 17:33 โ ๐ 1 ๐ 0 ๐ฌ 1 ๐ 0Very excited to have joined the European Climate Foundation as a Research Consultant! ๐
ECF is an NGO working across Europe to foster #ClimateAction, & Iโm looking forward to helping make sense of their public opinion data ๐
An exciting year ahead w/ this role - and lots of big travel plans! โจ
Thank you so much @masharemskar.bsky.social ๐ฅน what a journey it was ๐ค
23.01.2025 20:34 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0Thanks so much Jake! โบ๏ธ
23.01.2025 20:34 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0Thank you so much Emma!
23.01.2025 11:55 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0A huge thank you to my amazing supervisory team
@lwhitmarsh.bsky.social & @christinademski.bsky.social for your unfaltering support always - and many other incredible people along the way ๐
PhD thesis submitted! ๐ฅน
3 incredible years โ 2 secondments, 3 publications, 3 consultancy projects, 1 book chapter, and even the honour of advising governmental departments โ all crystallised into 80,000 words.
From undergrad to PhD, I'm so grateful for 8 beautiful years @uniofbath.bsky.social โจ
Excited about the UK Govt's #AI Opportunities plan - a big step to drive positive, safe change w/ AI ๐
1. Fast-track data centre expansion
2. Unlock datasets to fuel research
3. Train 10,000s in AI by 2030
Fab to see Matt Clifford - who I was lucky to work w/ at Entrepreneur First - leading this!
Itโs getting windier, wetter, wilder, hotter, harsher, drier, and less predictable out there
And more expensive
Globally, climate damage to infrastructure, agriculture, health and economic productivity is set to cost $3.1 trillion/year by 2050
With a cascade of bad outcomesโฌ๏ธ
๐ shorturl.at/rxFdX
My lovely colleagues at CAST are advertising 5 PhD funded places!
Couldn't think of a more wonderful team to do your PhD with โจ ๐
Congrats to you both Emma! โบ๏ธ
06.01.2025 16:34 โ ๐ 1 ๐ 0 ๐ฌ 0 ๐ 0For all the bad news in 2024, there was lots of good too โจ
www.positive.news/society/what-went-right-in-2024-the-good-news-that-mattered/
EU emissions fell 8% ๐ฑ
China's renewable boom โก๏ธ
New biodiversity laws ๐บ
Species regeneration ๐ฆฌ
Flu vaccine progress ๐
15-min city adoption ๐๏ธ
Happy New Year! ๐ฆ
Huge huge achievement & end of an incredible era ๐ฅน๐โจ๏ธ
20.12.2024 14:33 โ ๐ 1 ๐ 0 ๐ฌ 1 ๐ 0Hey Yara! These are really cool findings & love the look of your work. I'm at Bath Uni just finishing my PhD & have used LLMs in context of understanding climate policy support. Your application looks v interesting & would love to chat sometime!
12.12.2024 14:20 โ ๐ 1 ๐ 0 ๐ฌ 0 ๐ 0Very cool new #LLM study in @natureportfolio.bsky.social ๐ข
LLMs, like humans, exhibit in-group favouritism & out-group degradation.
Both in the lab and in real human-LLM chats.
We *must* carefully curate training data to mitigate this bias ๐ฉโ๐ป
www.nature.com/articles/s43588-024-00741-1