**A computational model of reward learning and habits on social media**
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We develop a computational reward learning model of real-world social media data, which infers the separate goal-directed and habitual cognitive processes driving posting...
S1: More social media users perceived themselves as addicted than met clinical addiction criteria.
S2: Increasing perceived addiction hurt perceived control over use and increased self-blame for overuse.
Thread below... 🧵
We aimed to cover all the foundations of the topic in an accessible manner for a large audience.
It could help set up a bachelor-level curriculum on the topic.
Pre-orders are very key for the fate of books: shorturl.at/Dxbif
We aimed to cover all the foundations of the topic in an accessible manner for a large audience.
It could help set up a bachelor-level curriculum on the topic.
Pre-orders are very key for the fate of books: shorturl.at/Dxbif
cubiss.wixsite.com/cubiss/event...
cubiss.wixsite.com/cubiss/event...
Along with @orbenamy.bsky.social, Nik & @jaeggiadrian.bsky.social, @realadamhunt.bsky.social & I revisit an old theoretical question using concepts from evo psychiatry and anthro:
Why do mixed associations exist b/w social media & mental health?
A 🧵
www.economist.com/science-and-...
www.economist.com/science-and-...
Some people are at greater risk of experiencing negative mental health outcomes of social media use than others, but why?
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We examined whether individual differences in cognitive processes shape risk and resilience to mental health effects on social media: osf.io/preprints/ps...
Some people are at greater risk of experiencing negative mental health outcomes of social media use than others, but why?
🧵
We examined whether individual differences in cognitive processes shape risk and resilience to mental health effects on social media: osf.io/preprints/ps...
We explore the use of cognitive theories/models with real-world data for understanding mental health.
We review emerging studies and discuss challenges and opportunities of this approach.
With @yaelniv.bsky.social and @eriknook.bsky.social
Thread ⬇️
We explore the use of cognitive theories/models with real-world data for understanding mental health.
We review emerging studies and discuss challenges and opportunities of this approach.
With @yaelniv.bsky.social and @eriknook.bsky.social
Thread ⬇️
Prolonged Isolation is associated with an increased behavioural sensitivity to ‘Likes’ on social media.
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Social media rewards are inherently social—but does posting change during social isolation, when in-person social rewards are limited?
It turns out, yes!
We wrote a blog reflecting on it:
anneurai.net/2025/08/14/r...
We wrote a blog reflecting on it:
anneurai.net/2025/08/14/r...
Come and say hi if you're at the conference, or watch the livestream here (10am BST / 11am CET) 👉 hva-uva.cloud.panopto.eu/Panopto/Page...
Come and say hi if you're at the conference, or watch the livestream here (10am BST / 11am CET) 👉 hva-uva.cloud.panopto.eu/Panopto/Page...
@lucasmolleman.bsky.social
www.nature.com/articles/s41...
𝐘𝐨𝐮𝐭𝐡 𝐏𝐞𝐫𝐬𝐩𝐞𝐜𝐭𝐢𝐯𝐞𝐬 𝐨𝐧 𝐒𝐨𝐜𝐢𝐚𝐥 𝐌𝐞𝐝𝐢𝐚 𝐇𝐚𝐫𝐦𝐬: 𝐀 𝐋𝐚𝐫𝐠𝐞-𝐒𝐜𝐚𝐥𝐞 𝐌𝐢𝐜𝐫𝐨-𝐍𝐚𝐫𝐫𝐚𝐭𝐢𝐯𝐞 𝐒𝐭𝐮𝐝𝐲
osf.io/preprints/ps...
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Using a novel micro-narrative method, we collected ~ 900 first-person accounts of social media harms from young people across the UK and US.
𝐘𝐨𝐮𝐭𝐡 𝐏𝐞𝐫𝐬𝐩𝐞𝐜𝐭𝐢𝐯𝐞𝐬 𝐨𝐧 𝐒𝐨𝐜𝐢𝐚𝐥 𝐌𝐞𝐝𝐢𝐚 𝐇𝐚𝐫𝐦𝐬: 𝐀 𝐋𝐚𝐫𝐠𝐞-𝐒𝐜𝐚𝐥𝐞 𝐌𝐢𝐜𝐫𝐨-𝐍𝐚𝐫𝐫𝐚𝐭𝐢𝐯𝐞 𝐒𝐭𝐮𝐝𝐲
osf.io/preprints/ps...
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Using a novel micro-narrative method, we collected ~ 900 first-person accounts of social media harms from young people across the UK and US.
- amazing line-up: @bjornlindstrom.bsky.social, Aaron Heller, Sugandha Sharma, @arossotto.bsky.social + flash talks
- panel debate (chair: @yaelniv.bsky.social)
- group brainstorming session!
Mailing list: tinyurl.com/rlinwild
- amazing line-up: @bjornlindstrom.bsky.social, Aaron Heller, Sugandha Sharma, @arossotto.bsky.social + flash talks
- panel debate (chair: @yaelniv.bsky.social)
- group brainstorming session!
Mailing list: tinyurl.com/rlinwild
A special thanks to the Institute, the organisers and my wonderful PhD supervisors @orbenamy.bsky.social & @tamsinford.bsky.social.
More info: psychoftech.substack.com/p/congratula...
We will be exploring applications of reinforcement learning to real-world data 🌳 Sign up to our mailing list to receive updates: sites.google.com/view/rlinthe...
We will be exploring applications of reinforcement learning to real-world data 🌳 Sign up to our mailing list to receive updates: sites.google.com/view/rlinthe...
**Old Strategies, New Environments: Reinforcement Learning on Social Media**
In this Review, we argue that the computational framework of Reinforcement Learning can help us understand social media behaviour:
www.sciencedirect.com/science/arti...
**Old Strategies, New Environments: Reinforcement Learning on Social Media**
In this Review, we argue that the computational framework of Reinforcement Learning can help us understand social media behaviour:
www.sciencedirect.com/science/arti...
We propose a new framework for designing 𝘀𝗼𝗰𝗶𝗮𝗹 𝗺𝗲𝗱𝗶𝗮 𝗶𝗻𝘁𝗲𝗿𝘃𝗲𝗻𝘁𝗶𝗼𝗻𝘀 that support well-being, grounded in self-determination theory 🧵
www.nature.com/articles/s41...
We analyse nationally representative UK data from 3,340 adolescents (aged 11–19) to examine how social media use differs between those with and without mental health conditions. 🧵
www.nature.com/articles/s41...
How can methods from cognitive science provide new ways of investigating social media’s mental health effects? Does it offer new policy insights? @adigitaltanay.bsky.social discusses this and much more with @lukasgunschera.bsky.social & @georgiaturner.bsky.social
tinyurl.com/4ayf4x5s
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Day two was kicked-off by the keynote of Tim Lenton, who gave an introduction to tipping points and an update on the latest research, followed by a discussion about effective leverage points using positive tipping points.
We evaluate science's ability to address technological harms, and offer recommendations for what could be done to improve on the status quo: www.science.org/doi/10.1126/...
Thank you 🙏
Thank you 🙏