Stephan Hollander
@stephanhollander.bsky.social
3.6K followers 110 following 100 posts
Professor @TilburgU School of Economics and Management. Computational linguistics, text-as-data, and Python (@ThePSF) enthusiast. ZEPH 3 17
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stephanhollander.bsky.social
Happy to see my paper with Tarek Hassan, @aakashkalyani.bsky.social @lvanlent.bsky.social Markus Schwedeler, and Ahmed Tahoun published in the 𝘑𝘰𝘶𝘳𝘯𝘢𝘭 𝘰𝘧 𝘌𝘤𝘰𝘯𝘰𝘮𝘪𝘤 𝘗𝘦𝘳𝘴𝘱𝘦𝘤𝘵𝘪𝘷𝘦𝘴

𝗧𝗲𝘅𝘁 𝗮𝘀 𝗗𝗮𝘁𝗮 𝗶𝗻 𝗘𝗰𝗼𝗻𝗼𝗺𝗶𝗰 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀

In it, we discuss how to apply computational linguistics techniques to …

1/7
stephanhollander.bsky.social
ssrn.bsky.social
Fraud at a Distance? How #RemoteWork Work Shapes Financial Misconduct

The authors' findings reflect that financial misconduct is a team activity.

Authors: John Manuel Barrios, Jessie Jianwen Guo, & Yanping Zhu

Read More: spkl.io/63329AprRz
Person sitting facing computer next to a window.
stephanhollander.bsky.social
Thanks for sharing @florianederer.bsky.social Now that’s art — a true masterpiece!
florianederer.bsky.social
We usually rely on GDP, trade, or wages to study the past. This amazing paper flips the script.

It analyzes 630,000 paintings (1400-2000) to extract emotions and shows how art tracks living standards, wars, inequality, and even climate shocks.

(How is this economics? Everything is economics!)
stephanhollander.bsky.social
emollick.bsky.social
This is a cool paper that suggests that AI agents can indeed be used for social science experiments, but that just using a chatbot isn't good enough, instead prompts developed based on social & game theory makes AI agent actions predictive of real human outcomes. benjaminmanning.io/files/optimi...
Reposted by Stephan Hollander
jurafsky.bsky.social
Now that school is starting for lots of folks, it's time for a new release of Speech and Language Processing! Jim and I added all sorts of material for the August 2025 release! With slides to match! Check it out here: web.stanford.edu/~jurafsky/sl...
Speech and Language Processing
Speech and Language Processing
web.stanford.edu
Reposted by Stephan Hollander
stephanhollander.bsky.social
“In a footnote to that table, however, it listed 1,095 different cost figures”

🏷️ @telisdemos.bsky.social

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stephanhollander.bsky.social
Jonathan Weil in www.wsj.com/finance/inve...

What are you looking at?

Weil: “The schedule of investments in the fund’s latest annual report listed 1,089 individual private-equity investments in a table that included the fair value and acquisition date for each”

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stephanhollander.bsky.social
A big thank-you to the JEP editors and the data editor @larsvil.bsky.social and his team

7/7
stephanhollander.bsky.social
𝗧𝘂𝘁𝗼𝗿𝗶𝗮𝗹 𝗣𝗮𝗰𝗸𝗮𝗴𝗲

We also put together a tutorial package which allows you to apply the things we do in the paper yourself: doi.org/10.34894/KND...

#economics #accounting #finance #management #business #textualanalysis #nlp

6/7
Tutorial Package for: Text as Data in Economic Analysis
This tutorial package, comprising both data and code, accompanies the article and is designed primarily to allow readers to explore the various voc...
doi.org
stephanhollander.bsky.social
… including patent documents and job postings.

incorporating computational linguistics techniques into the analysis of economic shocks, new opportunities arise for real-time economic data, offering a more nuanced understanding of market and firm responses in times of economic volatility

4/7
stephanhollander.bsky.social
… a geopolitical event: insights that often elude traditional non-text data sources.

This approach enables extracting actionable intelligence, supporting both policy-making and strategic corporate decision-making. We also explore applications using other sources of corporate-generated text, …

3/7
stephanhollander.bsky.social
… analyze largely unstructured corporate-generated text for economic analysis. As a core example, we illustrate how textual analysis of earnings conference call transcripts can provide insights into how markets and individual firms respond to economic shocks, such as a nuclear disaster or …

2/7
stephanhollander.bsky.social
Happy to see my paper with Tarek Hassan, @aakashkalyani.bsky.social @lvanlent.bsky.social Markus Schwedeler, and Ahmed Tahoun published in the 𝘑𝘰𝘶𝘳𝘯𝘢𝘭 𝘰𝘧 𝘌𝘤𝘰𝘯𝘰𝘮𝘪𝘤 𝘗𝘦𝘳𝘴𝘱𝘦𝘤𝘵𝘪𝘷𝘦𝘴

𝗧𝗲𝘅𝘁 𝗮𝘀 𝗗𝗮𝘁𝗮 𝗶𝗻 𝗘𝗰𝗼𝗻𝗼𝗺𝗶𝗰 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀

In it, we discuss how to apply computational linguistics techniques to …

1/7
Reposted by Stephan Hollander
carlquintanilla.bsky.social
APOLLO: “.. Nvidia now has the biggest weight in the S&P 500 of any individual stock since the data began in 1981.”
Reposted by Stephan Hollander
timobres.bsky.social
Peter Temin, economic historian at MIT, has passed away. He worked both on problems of understanding the past (e.g. "Did Monetary Forces Cause the Great Depression?") and how how the past shapes the present (e.g. "The Vanishing Middle Class.") Terrific scholar and mentor, generous critic.
Reposted by Stephan Hollander
pengzell.bsky.social
Excessive screentime in early age associated with delayed cognitive development, both directly and indirectly through what it crowds out: play, talk, & exploration. But limited use seems fine.
sriucl.bsky.social
As conversations in government about regulating screen time for children increase, it's essential to be aware of the best evidence on its consequences.
@dominicpkelly.bsky.social (CLS) wrote this policy summary on young children's attention + screens, see here: econpapers.repec.org/RePEc:ucl:ce...
EconPapers: The effects of screentime in early years on attention and language
By Dominic Kelly; Abstract: Roughly 9 in 10 children under the age of 5 (defined here as 'early childhood') watch video streaming services and
econpapers.repec.org
Reposted by Stephan Hollander
johnlist.bsky.social
Referees make the journal system work. They are selfless in volunteering their time to ensure that our science continues to progress.

All of the great referees out there please know that editors recognize your hard work and tireless effort. We do not always say it, but we do! Thank you.
Reposted by Stephan Hollander
dynarski.bsky.social
Statement from the largest economics association about the BLS firing

As context: AEA approximately never makes such public statements

This is a big deal
August 1, 2025
AMERICAN ECONOMIC ASSOCIATION
Committee on Economic Statistics and Committee on Government Relations


Statement from the American Economic Association on the
Dismissal of the BLS Commissioner

Leaders of the American Economic Association express their grave concern over the dismissal of the Commissioner of the Bureau of Labor Statistics (BLS) earlier today.
The independence of the federal statistical agencies is essential to the proper functioning of a modern economy. Accurate, timely, and impartial statistics are the foundation upon which households, businesses, and policymakers make critical decisions. Undermining the independence or credibility of these agencies threatens the integrity of the information that markets, institutions, and the public rely on every day.
Measuring the vast and dynamic U.S. economy in real time is inherently challenging. It is standard practice for statistical estimates to be revised as more complete and higher-quality data become available. These revisions reflect the commitment of statistical agencies to accuracy, transparency, and methodological rigor-not failure or bias.
The BLS has long had a well-deserved reputation for professional excellence and nonpartisan integrity.
Safeguarding this tradition is vital for the continued health of the U.S. economy and public trust in our institutions.
We call upon elected officials to respect and preserve the independence of the nation's statistical infrastructure.

Lawrence Katz
President, American Economic Association
Katharine Abraham
President-Elect, American Economic Association
Karen Dynan
Chair, American Economic Association Committee on Economic Statistics
Kenneth Troske
Chair, American Economic Association Committee on Government Relations
Reposted by Stephan Hollander
erikamcentarfer.bsky.social
It has been the honor of my life to serve as Commissioner of BLS alongside the many dedicated civil servants tasked with measuring a vast and dynamic economy. It is vital and important work and I thank them for their service to this nation.