Jana Bernhard-Harrer
@janabernhard.bsky.social
430 followers 280 following 74 posts
She/her | Post-doc at @compcommlab.bsky.social and @medem.bsky.social | Validation of CTAM & Austrian Political Communication. https://sites.google.com/view/janabernhard-harrer/home
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Reposted by Jana Bernhard-Harrer
jbgruber.bsky.social
@sebstier.bsky.social at #MEDem Conf: computational research of democracy stands in the shoulders of the few enthusiasts who create datasets, software and infrastructure for it. How can we move forward? Short answer: more collaboration & sharing!
How to move forward

Collaborate on improving data coverage
Filling gaps in poliitical text orpora
Collecting online platform data via APls, webscraping and the Digital Services Act
Share open-source software, R packages and infrastructure components
Improve conditions for data sharing
Critically evaluate and improve the application of Al
Requires collaboration and funding at the European level
Reposted by Jana Bernhard-Harrer
simonsaysnothin.bsky.social
Day 1 at #MEDem Conference @gesis.org in Cologne, where I had the chance to share a personal perspective on data infrastructure projects for democracy research. Slides here: simonmunzert.com/medem25/
medem.bsky.social
🚀 Kicking off day 1 of the 3rd #MEDemConference at @gesis.org! From @sldelange.bsky.social discussing radical-right normalization 🗳️ to calls to consolidate democracy data by @simonsaysnothin.bsky.social 📊 — keynotes spotlight why #MEDem matters for democracy.
Sarah de Lange presents at the 3rd MEDem Conference 2025. Behind her, a slide shows the book “The Normalization of the Radical Right” and a quote on how radical-right behavior grows when previously hidden views become socially acceptable. Simon Munzert speaks at the 3rd MEDem Conference 2025 on the past, present, and future of democracy research.
Reposted by Jana Bernhard-Harrer
medem.bsky.social
They say: once there’s a paper 📝, it’s real…
🎉 #MEDem in #EPS @ecpr.bsky.social

The paper outlines how MEDem will strengthen #OpenScience by making data #FAIR in #DemocracyResearch – and how scholars across Europe are joining forces to build a truly open #ResearchInfrastructure ⚙️
Screenshot of the article “Open science in democracy research: the research infrastructure ‘Monitoring Electoral Democracy’ (MEDem)” published in European Political Science. The header shows the journal name, DOI link, and the label “DEBATE.” Below, the title is followed by the author list: Hajo Boomgaarden, Alexia Katsanidou, Sylvia Kritzinger, Georg Lutz, Johanna Willmann, and Jakob-Moritz Eberl. The abstract explains the aims of MEDem as a European research infrastructure to make democracy research data FAIR (findable, accessible, interoperable, reusable). Keywords listed include open science, FAIR data, ESFRI roadmap, research infrastructure, democracy research, data harmonization, data linking, and data set search. DOI: https://doi.org/10.1057/s41304-025-00534-8
Reposted by Jana Bernhard-Harrer
medem.bsky.social
🚀 Kicking off day 1 of the 3rd #MEDemConference at @gesis.org! From @sldelange.bsky.social discussing radical-right normalization 🗳️ to calls to consolidate democracy data by @simonsaysnothin.bsky.social 📊 — keynotes spotlight why #MEDem matters for democracy.
Sarah de Lange presents at the 3rd MEDem Conference 2025. Behind her, a slide shows the book “The Normalization of the Radical Right” and a quote on how radical-right behavior grows when previously hidden views become socially acceptable. Simon Munzert speaks at the 3rd MEDem Conference 2025 on the past, present, and future of democracy research.
Reposted by Jana Bernhard-Harrer
jamoeberl.bsky.social
Somewhat ironically, we have come together to #MakeDemocracyResearchGreatAgain. Always a pleasure – and quite humbling – to see the #MEDemCommunity gather to discuss where @medem.bsky.social should be headed in the coming years. #ResearchInfrastructures ⚙️
medem.bsky.social
🚀 Kicking off day 1 of the 3rd #MEDemConference at @gesis.org! From @sldelange.bsky.social discussing radical-right normalization 🗳️ to calls to consolidate democracy data by @simonsaysnothin.bsky.social 📊 — keynotes spotlight why #MEDem matters for democracy.
Sarah de Lange presents at the 3rd MEDem Conference 2025. Behind her, a slide shows the book “The Normalization of the Radical Right” and a quote on how radical-right behavior grows when previously hidden views become socially acceptable. Simon Munzert speaks at the 3rd MEDem Conference 2025 on the past, present, and future of democracy research.
Reposted by Jana Bernhard-Harrer
andreawiesner.bsky.social
I really enjoyed the inspiring keynote speeches by @sldelange.bsky.social and @simonsaysnothin.bsky.social at the 3rd #MEDemConference at @gesis.org in Cologne! ⭐
medem.bsky.social
🚀 Kicking off day 1 of the 3rd #MEDemConference at @gesis.org! From @sldelange.bsky.social discussing radical-right normalization 🗳️ to calls to consolidate democracy data by @simonsaysnothin.bsky.social 📊 — keynotes spotlight why #MEDem matters for democracy.
Sarah de Lange presents at the 3rd MEDem Conference 2025. Behind her, a slide shows the book “The Normalization of the Radical Right” and a quote on how radical-right behavior grows when previously hidden views become socially acceptable. Simon Munzert speaks at the 3rd MEDem Conference 2025 on the past, present, and future of democracy research.
Reposted by Jana Bernhard-Harrer
jamoeberl.bsky.social
Allgemein Antwortkategorien from Hell. 🫣
yousitonmyspot.bsky.social
Danke. Ein Schelm, wer Böses denkt, dass die Option "Die Folgen der Klimaerwärmung (sic!) werden in der Öffentlichkeit untertrieben dargestellt." nicht vorhanden ist.
janabernhard.bsky.social
Ich bin auch sehr gespannt, als wie wissenschaftlich das ganze bei der dazu gehörigen Sendung präsentiert wird, oder ob der ORF transparent über die methodologischen Probleme spricht. Wir haben so tolle Wissenschaftler*innen in Ö, da wäre sicherlich jemand für eine Kooperation offen gewesen.
jamoeberl.bsky.social
Wir haben an den österreichischen Universitäten ausgezeichnete Panel-Befragungen dazu, wie Österreich lebt, denkt und fühlt – alles in Datenarchiven frei zugänglich. Dafür braucht es keine Website-Umfrage im #Boulevardstyle. Mag mir das jemand erklären? Rausgeschmissenes Geld.
ORF FRAGT - Die große ORF-Umfrage 2025
www.orffragt.at
Reposted by Jana Bernhard-Harrer
marvins.bsky.social
If you've recently wondered "What happened in Austria's last federal election" (and a lot happened!), we've got you covered:
Reposted by Jana Bernhard-Harrer
christinagahn.bsky.social
The Government Formation 🤝

🕒 After 155 days (the longest in Austrian history) ÖVP, SPÖ, and NEOS formed the first 3-party coalition since 1947
❌ FPÖ, despite being the largest party, was excluded from government
⚖️ The resulting coalition achieved high satisfaction among its supporters
Reposted by Jana Bernhard-Harrer
christinagahn.bsky.social
The Results: 📊

🇦🇹 FPÖ becoming the largest party for the 1st time (rebound from 2019 losses)
💉 FPÖ performed better in areas with low COVID-19 vaccination rates, but limited role of pandemic
📉 Governing parties ÖVP and Greens suffered heavy losses
🌆 Urban-rural and demographic divides deepened
Reposted by Jana Bernhard-Harrer
christinagahn.bsky.social
The Campaign: 📢

😴 Despite a turbulent lead-up, the 2024 campaign was surprisingly uneventful
♻️ Key voter issues included inflation, migration, social policies, and climate
🌊 A severe flood shifted focus to crisis management, boosting climate-related discourse
Reposted by Jana Bernhard-Harrer
christinagahn.bsky.social
Background: 📜

🏝️ The 2019 "Ibiza affair" toppled the ÖVP-FPÖ coalition
🌍 Crises: COVID-19, low vaccination rates, and inflation from the Ukraine war dominated the term.
⚖️ Tensions: Leadership scandals and policy disputes strained the ÖVP-Green coalition but it lasted the full term
Reposted by Jana Bernhard-Harrer
christinagahn.bsky.social
Key findings: 🧐

💡 Migration re-emerged as a key voter issue.
💡 FPÖ became the largest party for the first time but stayed out of government.
💡 After record-long talks, ÖVP, SPÖ & NEOS formed Austria's first 3-party coalition since WWII.
More detail in thread 👇🧵
janabernhard.bsky.social
Whoops — tagged the wrong person in my last post 🤦‍♀️ Sorry about that! Meant to tag @ellamaclaughlin.bsky.social , whom you definitely should follow for more updates on her work!
janabernhard.bsky.social
😅 Late to share this one (summer + other projects got in the way), but this #aBitOfCCS episode with @ellamcloughlin.bsky.social is too good to skip.

How do you measure something as complex as uncertainty in political speech? 🎙️

🎧 Listen here: aboutccs.net/abitofccs/
#PoliticalSpeech #CSS
#aBitOfCCS – What is it about CCS
aboutccs.net
Reposted by Jana Bernhard-Harrer
janabernhard.bsky.social
😅 Late to share this one (summer + other projects got in the way), but this #aBitOfCCS episode with @ellamcloughlin.bsky.social is too good to skip.

How do you measure something as complex as uncertainty in political speech? 🎙️

🎧 Listen here: aboutccs.net/abitofccs/
#PoliticalSpeech #CSS
#aBitOfCCS – What is it about CCS
aboutccs.net
janabernhard.bsky.social
In this episode, we talk about:
🇺🇸🇬🇧🇩🇪🇳🇱 how politicians express uncertainty
🔍 building dictionaries for latent concepts
🤯 the challenges of computational research on political language
janabernhard.bsky.social
😅 Late to share this one (summer + other projects got in the way), but this #aBitOfCCS episode with @ellamcloughlin.bsky.social is too good to skip.

How do you measure something as complex as uncertainty in political speech? 🎙️

🎧 Listen here: aboutccs.net/abitofccs/
#PoliticalSpeech #CSS
#aBitOfCCS – What is it about CCS
aboutccs.net
Reposted by Jana Bernhard-Harrer
aytalina.bsky.social
It was a truly precious experience to talk and write about social bias in CSS in a safe and inclusive space @cais-research.bsky.social generously provided 🙏
Grateful to these badass scholars @ahrabhikat.bsky.social, @janabernhard.bsky.social, and @valeriehase.bsky.social for the amazing collab 🙌
cais-research.bsky.social
🔍 A glimpse into research life at CAIS
This week, @ahrabhikat.bsky.social is hosting three fantastic guests at CAIS – all experts in Computational Social Science (CSS):
@aytalina.bsky.social - University of Vienna
@janabernhard.bsky.social - University of Vienna
@valeriehase.bsky.social - LMU Munich
Picture of the participants sitting around a table at a conference room at CAIS
janabernhard.bsky.social
It is a Model. It is predicting tokens (words or parts of words). It is not smart or thinking or reasoning. No matter how confident the predicted text is, and how well it predicts answers to all you questions, remember blueberries taste delicious and have three bs. 🫐🫐🫐
Reposted by Jana Bernhard-Harrer
snurb.info
In, uh, fairness, he probably means 'a PhD-level expert talking about a field they know nothing about'.

Like, say, a PhD in clinical psychology talking about social media, or an economist talking about humans.
jaspar.bsky.social
“GPT-5 is the first time that it feels like talking to an expert in any topic — a Ph.D.-level expert,” OpenAI CEO Sam Altman said.
theo.io
(real, one-shot :p )
Reposted by Jana Bernhard-Harrer
valeriehase.bsky.social
Very excited to be at the Center for Advanced Internet Studies @cais-research.bsky.social this week to talk about bias in CSS.

Thanks to @ahrabhikat.bsky.social for hosting us 👩‍💻.
cais-research.bsky.social
🔍 A glimpse into research life at CAIS
This week, @ahrabhikat.bsky.social is hosting three fantastic guests at CAIS – all experts in Computational Social Science (CSS):
@aytalina.bsky.social - University of Vienna
@janabernhard.bsky.social - University of Vienna
@valeriehase.bsky.social - LMU Munich
Picture of the participants sitting around a table at a conference room at CAIS
janabernhard.bsky.social
Our recommendations for future surveys:

1️⃣ Measure trust more fully – numbers alone can oversimplify.
2️⃣ Design better open-ended Qs – clear prompts, min. word limits, full sentences.
3️⃣ Research more – test across contexts & understand how people interpret different formats.