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Nicole Schwitter

@nschwitter.bsky.social

Postdoctoral researcher at the Mannheim Centre for European Social Research and honorary research fellow at the University of Warwick | Interested in all things computational social science

500 Followers  |  604 Following  |  7 Posts  |  Joined: 27.09.2023  |  2.0234

Latest posts by nschwitter.bsky.social on Bluesky

Congratulations! ๐Ÿฅณ

29.09.2025 14:45 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Screenshot of the call for applications for MZES Visiting Fellowships, 22 September 2025. For the full text, please follow the link.

Screenshot of the call for applications for MZES Visiting Fellowships, 22 September 2025. For the full text, please follow the link.

๐Ÿ“ฃ Attention, postdoctoral researchers!

โ— Apply now for our MZES Visiting Fellowships ๐Ÿ˜Š

๐Ÿ’ก Spend 2-4 weeks at the MZES to share ideas
๐Ÿ’ฐ Funding for accommodation, travel, daily allowance
๐Ÿ“† Deadline: 28 November

Full information:
๐Ÿ‘‰ www.mzes.uni-mannheim.de/en/news/deta...

22.09.2025 09:29 โ€” ๐Ÿ‘ 23    ๐Ÿ” 25    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 4
"I'm just a goat, standing in front of a contestant, asking them to choose me"

"I'm just a goat, standing in front of a contestant, asking them to choose me"

Monty Hall reminder: the only good reason to want the car is to sell it for more goats.

15.09.2025 07:34 โ€” ๐Ÿ‘ 22    ๐Ÿ” 7    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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๐Ÿšจ New working paper alert ๐Ÿšจ
Missing summer โ€” and the Tour de France? Donโ€™t worry, we got you covered. ๐Ÿšดโ€โ™‚๏ธ๐Ÿšดโ€โ™‚๏ธ๐Ÿšดโ€โ™‚๏ธ
In this paper, we show that being on the route of Tour de France reduces far-right voting. osf.io/preprints/so...

16.09.2025 10:25 โ€” ๐Ÿ‘ 265    ๐Ÿ” 88    ๐Ÿ’ฌ 15    ๐Ÿ“Œ 33
We present our new preprint titled "Large Language Model Hacking: Quantifying the Hidden Risks of Using LLMs for Text Annotation".
We quantify LLM hacking risk through systematic replication of 37 diverse computational social science annotation tasks.
For these tasks, we use a combined set of 2,361 realistic hypotheses that researchers might test using these annotations.
Then, we collect 13 million LLM annotations across plausible LLM configurations.
These annotations feed into 1.4 million regressions testing the hypotheses. 
For a hypothesis with no true effect (ground truth $p > 0.05$), different LLM configurations yield conflicting conclusions.
Checkmarks indicate correct statistical conclusions matching ground truth; crosses indicate LLM hacking -- incorrect conclusions due to annotation errors.
Across all experiments, LLM hacking occurs in 31-50\% of cases even with highly capable models.
Since minor configuration changes can flip scientific conclusions, from correct to incorrect, LLM hacking can be exploited to present anything as statistically significant.

We present our new preprint titled "Large Language Model Hacking: Quantifying the Hidden Risks of Using LLMs for Text Annotation". We quantify LLM hacking risk through systematic replication of 37 diverse computational social science annotation tasks. For these tasks, we use a combined set of 2,361 realistic hypotheses that researchers might test using these annotations. Then, we collect 13 million LLM annotations across plausible LLM configurations. These annotations feed into 1.4 million regressions testing the hypotheses. For a hypothesis with no true effect (ground truth $p > 0.05$), different LLM configurations yield conflicting conclusions. Checkmarks indicate correct statistical conclusions matching ground truth; crosses indicate LLM hacking -- incorrect conclusions due to annotation errors. Across all experiments, LLM hacking occurs in 31-50\% of cases even with highly capable models. Since minor configuration changes can flip scientific conclusions, from correct to incorrect, LLM hacking can be exploited to present anything as statistically significant.

๐Ÿšจ New paper alert ๐Ÿšจ Using LLMs as data annotators, you can produce any scientific result you want. We call this **LLM Hacking**.

Paper: arxiv.org/pdf/2509.08825

12.09.2025 10:33 โ€” ๐Ÿ‘ 259    ๐Ÿ” 94    ๐Ÿ’ฌ 5    ๐Ÿ“Œ 19
we're hiring assistant professor in computational social science, applications close 26/10/2025

we're hiring assistant professor in computational social science, applications close 26/10/2025

We're hiring an Assistant Professor in Computational Social Science โ—

๐Ÿ“š jobs.lse.ac.uk/Vacancies/W/...

Apply before 26 October and join an internationally outstanding group of social science methodologists ๐ŸŒŽ

11.09.2025 15:09 โ€” ๐Ÿ‘ 47    ๐Ÿ” 57    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 2
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The (mis)use of Google Trends data in the social sciences - A systematic review, critique, and recommendations Researchers increasingly use aggregated search data from Google Trends to study a wide range of phenomena. Although this new data source possesses somโ€ฆ

ICYMI: If youโ€™re working or are planning on working with Google Trends Data for research, make sure to read this article by @floriankeusch.bsky.social & co-authors. They explore common pitfalls, incl. construct validity and reliability, and show how to improve data quality to enhance robustness.

11.09.2025 07:07 โ€” ๐Ÿ‘ 4    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Thanks for the recognition! ๐Ÿฅณ My USP: delivering reviews before the reminders.

11.09.2025 13:07 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Reviewing, and doing it well, is one of the best services one can do to our profession. Massive thanks to the winners of the #ecsr2025 Best Reviewer Award: @saidhassan.bsky.social, @katyaoivanova.bsky.social, Nicole Schwitter

04.09.2025 09:19 โ€” ๐Ÿ‘ 61    ๐Ÿ” 8    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 3

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/...

01.09.2025 13:59 โ€” ๐Ÿ‘ 146    ๐Ÿ” 157    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 9
Call for Papers and/or research designs for a workshop on "Survey Experiments in the Social Sciences" at the University of Amsterdam in October.

Call for Papers and/or research designs for a workshop on "Survey Experiments in the Social Sciences" at the University of Amsterdam in October.

@bramlancee.bsky.social and I are organising the 3rd AMCIS Workshop on "Survey Experiments in the Social Sciences", 1-2 October 2025 in Amsterdam.
We are looking for Papers and/or Research Designs. Please email your submission to me and Bram, submission deadline is 27/08/2025.

@aissr.bsky.social

11.08.2025 14:09 โ€” ๐Ÿ‘ 11    ๐Ÿ” 14    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1

๐Ÿ”ˆJob Alert! IAS is looking for a postdoctoral researcher as part of the Swedish Excellence Center in Computational Social Science -SWECSS.

โŒ›Deadline: September 30th
Apply ๐Ÿ‘‰ liu.se/en/work-at-l...

#academicsky #css

21.08.2025 11:37 โ€” ๐Ÿ‘ 11    ๐Ÿ” 11    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Karl Marx labubu... no, labour theory of value

Karl Marx labubu... no, labour theory of value

18.08.2025 06:42 โ€” ๐Ÿ‘ 1715    ๐Ÿ” 580    ๐Ÿ’ฌ 19    ๐Ÿ“Œ 22
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๐Ÿค–๐Ÿ’ก Are LLMs really developing social behaviorsโ€”or just reproducing familiar patterns from training? In our new paper, @pettertornberg.com and I take a closer look at recent claims of emergent conventions in AI and offer a different perspective... ๐Ÿงต

02.06.2025 06:41 โ€” ๐Ÿ‘ 92    ๐Ÿ” 26    ๐Ÿ’ฌ 6    ๐Ÿ“Œ 5
Late-1800s titles in American Journal of Sociology, including โ€œThe Hierarchy of European Racesโ€ and โ€œOld and New Aspects of the Aryan Questionโ€

Late-1800s titles in American Journal of Sociology, including โ€œThe Hierarchy of European Racesโ€ and โ€œOld and New Aspects of the Aryan Questionโ€

1909 issue of American Journal of Sociology with titles: โ€œSome Questions Concerning the Higher Education of Women,โ€ โ€œHow Does the Access of Women to Industrial Occupations React on the Family?,โ€ โ€œIs the Freer Granting of Divorce an Evil?,โ€ โ€œHow Far Should Members of the Family Be Individualized?,โ€ and โ€œHow Far Should Family Wealth Be Encouraged and Conserved?โ€

1909 issue of American Journal of Sociology with titles: โ€œSome Questions Concerning the Higher Education of Women,โ€ โ€œHow Does the Access of Women to Industrial Occupations React on the Family?,โ€ โ€œIs the Freer Granting of Divorce an Evil?,โ€ โ€œHow Far Should Members of the Family Be Individualized?,โ€ and โ€œHow Far Should Family Wealth Be Encouraged and Conserved?โ€

When they tell you academia is a woke bubble just remember where we came from

14.03.2025 12:34 โ€” ๐Ÿ‘ 73    ๐Ÿ” 21    ๐Ÿ’ฌ 5    ๐Ÿ“Œ 3
A banner advert for the University of Warwick, which says "Beyond ignores curiousity". This is a spelling error.

A banner advert for the University of Warwick, which says "Beyond ignores curiousity". This is a spelling error.

The University of Warwick has paid a lot of money, I'm guessing, for their internet banner ads on the Guardian and elsewhere.

But they can't spell "curiosity". This isn't a US-UK variant. They just, genuinely, have a massive spelling error in their banner ads.

08.08.2025 08:22 โ€” ๐Ÿ‘ 1021    ๐Ÿ” 289    ๐Ÿ’ฌ 114    ๐Ÿ“Œ 136
Details GESIS Leibniz Institut fรผr Sozialwissenschaften

๐Ÿš€ New postdoc position for Platform Data & Computational Social Science
Join us to drive @gesis.org' efforts around the Digital Services Act (DSA) and conduct research with online platform data
๐Ÿ’ผ TV-L EG 14 | Location: Cologne
๐Ÿ“Œ Apply now: www.gesis.org/en/institute...
#DSA #CSS #DataScience

29.07.2025 06:25 โ€” ๐Ÿ‘ 47    ๐Ÿ” 47    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 2

๐ŸŽฅ All keynote talks from ICยฒSยฒ โ€˜25 are now available on our YouTube channel!
#ic2s2 #css

25.07.2025 19:13 โ€” ๐Ÿ‘ 22    ๐Ÿ” 9    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Preview
Sometimes, a descriptive figure is worth more than a thousand model coefficients: the importance of data description in social research Many social research questions aim at understanding relationships between different phenomena, and increasingly complex multivariate statistical models are often employed to address these questions...

Finally got this banger of a title out: ๐‘†๐‘œ๐‘š๐‘’๐‘ก๐‘–๐‘š๐‘’๐‘ , ๐‘Ž ๐‘‘๐‘’๐‘ ๐‘๐‘Ÿ๐‘–๐‘๐‘ก๐‘–๐‘ฃ๐‘’ ๐‘“๐‘–๐‘”๐‘ข๐‘Ÿ๐‘’ ๐‘–๐‘  ๐‘ค๐‘œ๐‘Ÿ๐‘กโ„Ž ๐‘š๐‘œ๐‘Ÿ๐‘’ ๐‘กโ„Ž๐‘Ž๐‘› ๐‘Ž ๐‘กโ„Ž๐‘œ๐‘ข๐‘ ๐‘Ž๐‘›๐‘‘ ๐‘š๐‘œ๐‘‘๐‘’๐‘™ ๐‘๐‘œ๐‘’๐‘“๐‘“๐‘–๐‘๐‘–๐‘’๐‘›๐‘ก๐‘ .
If your descriptive figures and your model tell different stories, trust the figure. (And maybe rethink the model.)
๐Ÿ‘‰ ๐Ÿ“„ www.tandfonline.com/doi/full/10....

24.07.2025 16:42 โ€” ๐Ÿ‘ 37    ๐Ÿ” 9    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 2
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Thinking about using #CSS methods to study #racism, #stereotypes or #hate speech in text? ๐Ÿ“

๐Ÿ‘‰ Check out my first dissertation paper co-authored by @fabiennelind.bsky.social and @hajoboo.bsky.social just published in Annals of the ICA! @icahdq.bsky.social ๐Ÿฅณ

๐Ÿ”— doi.org/10.1093/annc...

21.07.2025 06:43 โ€” ๐Ÿ‘ 88    ๐Ÿ” 37    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 1

Quite a strong final statement: "Descriptive research is important and it is a pity that the general obsession with causal estimates disincentivizes researchers from attempting to publish careful and detailed description."

09.07.2025 10:19 โ€” ๐Ÿ‘ 89    ๐Ÿ” 32    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 2
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Hendrik Erz PhD Student at the IAS, Linkรถping University (Sweden)

+++ ANNOUNCEMENT +++

I'm currently on the job market, looking for Postdoc opportunities (end of 2025/early 2026).

If you are โ€” or know someone who is โ€” in need of a political sociologist/computational social scientist, please get in touch or share my CV!

More info: www.hendrik-erz.de

24.06.2025 07:40 โ€” ๐Ÿ‘ 11    ๐Ÿ” 13    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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โ€žKI verรคndert schon jetzt, wie wir denken"

Ein Experiment mit jungen Forschern an der Universitรคt Mannheim zeigt, wie tiefgreifend ChatGPT & Co das wissenschaftliche Schreiben verรคndern โ€“ und dass das noch lรคngst nicht alles ist.

Im Wiarda-Blog: www.jmwiarda.de/blog/2025/06...

23.06.2025 10:29 โ€” ๐Ÿ‘ 43    ๐Ÿ” 23    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 3

๐Ÿง ๐Ÿš€ What happens when early-career social scientists use ChatGPT for academic writing? Clearer and more coherent text - but no boost to depth, originality, rigour, or literature use, according to our field experiment.
๐Ÿ“„๐Ÿ‘‡

23.06.2025 11:12 โ€” ๐Ÿ‘ 14    ๐Ÿ” 5    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Call for papers: Generative AI and Social Science Research

journals.sagepub.com/topic/collec...

19.06.2025 10:49 โ€” ๐Ÿ‘ 3    ๐Ÿ” 3    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1

Thanks for the shoutout!
Our review of 69 experimental studies on disability discrimination in hiring shows:
โœณ๏ธ Big gaps in callback rates
โœณ๏ธ Some conditions get all the attention
โœณ๏ธ We need more theory + intersectionality

13.06.2025 14:09 โ€” ๐Ÿ‘ 10    ๐Ÿ” 5    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Congratulations again ๐Ÿฅณ

11.06.2025 09:31 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Norrkรถping campus at sunset

Norrkรถping campus at sunset

We are hiring postdocs in Computational Social Science
๐Ÿ“SweCSS, Norrkรถping, Sweden
โฐDeadline June 3
๐Ÿ”—https://liu.se/en/work-at-liu/vacancies/26854
Please apply // help us spread the word

13.05.2025 12:47 โ€” ๐Ÿ‘ 106    ๐Ÿ” 76    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 1

@nschwitter is following 20 prominent accounts