Hannah Waight
@hwaight.bsky.social
980 followers 560 following 46 posts
Assistant Professor University of Oregon Sociology | Former Postdoc NYU CSMaP | Ph.D. Princeton Sociology | Research on media, information, politics, China, computational social science | Opinions are my own | https://hwaight.github.io/
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hwaight.bsky.social
1/ I am excited to share my new article with Adam Goldstein in the American Journal of Sociology. We harmonized a set of historical public opinion data from 1966-2013 to investigate the shifting bases of inequality perceptions in the United States. www.journals.uchicago.edu/doi/10.1086/...
The Polarization of Inequality Perceptions in the New Gilded Age | American Journal of Sociology: Vol 0, No ja
www.journals.uchicago.edu
hwaight.bsky.social
We recently wrote a follow blog post summarizing this
@amjsoc.bsky.social
article. Please follow this link to read more: blogs.lse.ac.uk/usappblog/20...
Reposted by Hannah Waight
jennismovingcastle.bsky.social
Sociology we have to talk about ASA/Footnotes' decision to publish an article about how *checks notes* a sociologist in upper admin *checks notes* used Sociology to *checks notes* cut the Sociology Program at their university. 🙃

www.asanet.org/footnotes-ar...
Sociology in the Provost’s Office: Leading through Contraction | American Sociological Association
Across the United States, higher education is contracting. Since 2010, colleges and universities have lost more than two million students. The
www.asanet.org
Reposted by Hannah Waight
rodger.bsky.social
the USA built a system of higher education so good that smart/rich people from across the world came here, spending billions to learn here, subsidizing education for Americans while spending money to live in our cities and towns. our government arbitrarily decided we should stop doing that
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The US could see a 30-40% decline in new international student enrollment, resulting in nearly $7 billion in lost revenue and more than 60,000 fewer American jobs. https://www.nafsa.org/fall-2025-international-student-enrollment-outlook-and-economic-impact
hwaight.bsky.social
Thank you @thomasdavidson.bsky.social and Danny Karell for all your hard work on this! Really thankful to have been a part of this special issue!
thomasdavidson.bsky.social
I’m delighted to share that the August 2025 special issue of Sociological Methods & Research on Generative AI is out now. Along with my co-editor, Daniel Karell, we put together this issue to build on the conference we organized last year.

Here's a thread on each of the ten papers:
A screenshot of the Sociological Methods & Research website showing the special issue title
Reposted by Hannah Waight
thomasdavidson.bsky.social
I’m delighted to share that the August 2025 special issue of Sociological Methods & Research on Generative AI is out now. Along with my co-editor, Daniel Karell, we put together this issue to build on the conference we organized last year.

Here's a thread on each of the ten papers:
A screenshot of the Sociological Methods & Research website showing the special issue title
hwaight.bsky.social
Thank you for fighting for our public land @wyden.senate.gov !
Reposted by Hannah Waight
danieltadmon.bsky.social
✨New✨ postdoc opportunity to collaborate with @mollycopeland.bsky.social and myself on an exciting project on geography, community, and mental health at @ndsociology.bsky.social. Happy to talk to anyone interested. Please resky (or whatever retweeting is called here)!
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hwaight.bsky.social
our sources included Russian, English, and Ukrainian
Reposted by Hannah Waight
jasong.bsky.social
Excited to share “Quantifying Narrative Similarity Across Languages” was just published! Amazing work by my wonderful coauthors — read more below!
hwaight.bsky.social
and by you!! @jasong.bsky.social really enjoyed working with you on this paper
hwaight.bsky.social
Our replication package is available at this link: doi.org/10.7910/DVN/...
doi.org
hwaight.bsky.social
This article will appear in print in the August SMR special issue on generative AI. Special thanks to Daniel Karell and @thomasdavidson.bsky.social for organizing this special issue! All the articles in the issue are fantastic, please read them all.
hwaight.bsky.social
Our paper shows that large language models can be used for complex labeling tasks unattainable by previous measures. We furthermore find fine tuning to hold particular promise for these types of tasks. We also provide a framework for out-of-sample validation of our rare event estimand.
hwaight.bsky.social
We benchmarked the performance of our approach against a range of existing measures of related estimands. Our measure outperformed these relevant alternatives. We show the performance of our large language model estimators (“SBERT-LLM”) versus considered alternatives in the table below.
The column recall holdout estimates the percent of 47 holdout pairs recovered by each estimator. The Precision score is the percent of predicted (out of sample) positive cases which were labeled as TPs by human coders. The F1 score is the harmonic mean of two scores. The column total predicted pairs includes the total number of pairs each estimator predicted to be “same claim, same subject” pairs. The bolded estimates indicate the highest performing estimators across all types by metric.
hwaight.bsky.social
We use this method in a case study of U.S. news website coverage of the war in Ukraine. We show that low quality U.S. news sites were more likely than mainstream U.S. news sites to have overlapping claims (narrative similarity) with Russian newspapers.
Among U.S. media outlets, the percent articles in our bioweapons corpus that share narratives with Russian state media, Ukranian media outlets, and other U.S. sources. Low quality U.S. media websites (left) are more likely than mainstream popular U.S. news sources (right) to print stories that contain the same narratives as Russian state media articles.
hwaight.bsky.social
We leverage recent advances in NLP to measure whether two newspaper articles are making the same claims about the same underlying subjects. We use document embeddings to reduce the number of comparisons to a tractable number and large language models for pair annotation.
hwaight.bsky.social
Researchers are often interested in tracking the flow of ideas and claims across texts. This is a very challenging target to estimate, however, as due to copyright and journalistic norms authors will often reuse information and ideas without using the same words, phrases or even language.
hwaight.bsky.social
Excellent new work by one of our graduate students
uoregonsociology.bsky.social
David Purucker, (ABD in SOC) wrote "The Sociology of Socialism: A Review and Prospectus" in Critical Sociology. Link: urldefense.com/v3/__http://...
Purucker argues socialism is "a relevant social fact in the US and a superior framework for envisioning alternatives to systems of oppression."
Critical Sociology - Volume 0, Number 0
Table of contents for Critical Sociology, 0, 0
urldefense.com
Reposted by Hannah Waight
asanews.bsky.social
Read the first article from the ASA Sex & Sexualities Section's new journal, in which editors Krystale E. Littlejohn @drklittlej.bsky.social, U of Oregon, & Amy L. Stone @amylstone1.bsky.social, Trinity University, consider the importance of nurturing a sociology of sex & sexualities. bit.ly/3EyV56r