Nathan Wilmers

@natewilmers.bsky.social

Working on wage inequality, economic sociology, unions, and work. associate professor @MITSloan.

New survey on tool use in quantitative social science: "AI-assisted research" now refers to radically different practices depending on whether you've crossed over to agents or are stuck with old chatbot interfaces.

Nathan Wilmers@natewilmers.bsky.social · 5mo ago

How are coding agents changing how we study the economy, society and politics? New results from a baseline survey with @tomlyttelton.bsky.social and Maxim Massenkoff, about who is using AI coding agents and what they're doing with them.

I adopted this workflow and created a simplified version using R, quarto, and only Claude (high effort sonnet 4.6). I kept the prompts with minimal changes, but executed them one after another, and checked the artifacts created (codes, reports, etc.).

Per Engzell@pengzell.bsky.social · 5mo ago

What can we learn from automating an entire quantitative social science paper, from prompt to finished product? Thread about ongoing work with @natewilmers.bsky.social 1/12 Paper: osf.io/preprints/so...

This is a very good and thoughtful paper. I recommend reading the papers that this workflow actually produces. They are quite strange to read: signals of competence such as rigorously explained empirics but much more underdeveloped positioning of the research. www.nathanwilmers.com/paper_factory/

Paper Factory

nathanwilmers.com

Per Engzell@pengzell.bsky.social · 5mo ago

What can we learn from automating an entire quantitative social science paper, from prompt to finished product? Thread about ongoing work with @natewilmers.bsky.social 1/12 Paper: osf.io/preprints/so...

JOB! I'm hiring a postdoc for 2 years on my ERC MaMo project. Looking for someone with strong quant methods, ongoing work close to the project's aims, and a desire to publish in sociology. Start flexible in the next 12 months. Formal call out shortly, but contact me first.

Markets and Mobility: How Employers Structure Economic OpportunityIntergenerational mobility, measuring the ability to achieve economic success regardless of family background, is a critical reflection of a society’s commitment to equality of opportunity. Rising income inequality has raised concerns about the potential erosion of upward mobility. While education has traditionally been viewed as the path to mobility, its transformative power is facing challenges in a rapidly evolving job market. This project reorients the focus of intergenerational mobility research by highlighting the labor market as an arena for the reproduction of advantage. It employs a comparative approach, using administrative data from four countries: Sweden, Austria, England, and the United States. It also incorporates evidence from a broader set of nations through cross-national surveys, longitudinal household surveys, labor force surveys, secondary data, and digital trace data. The project employs cutting-edge empirical methods, including quasi- experimental designs, event studies, within-family comparisons, decomposition analyses, counterfactual simulations, and diagnostic checks to rigorously assess the extent of inequalities in the labor market. The research investigates how family background influences the sorting of individuals to employers and workplaces, accounting for education and occupation, and explores variations in career progression within and between employers. It comprehensively catalogues and assesses mechanisms shaping workplace inequality, contributing to the development of social closure theory. Additionally, the project evaluates intervention strategies, encompassing both employer practices and government actions, to promote fair opportunity in the labor market.

David Weil & I are hiring a full-time post-doc to work with us on new strategic enforcement research. Folks interested in computational methods, labor policy, industrial relations, labor economics, etc.. pls apply (+ don't hesitate to get in touch)! Apps due 1/8/24 shift.hks.harvard.edu/about/jobs/

Jobs - The Shift Project

Shift is hiring!   Post-Doctoral Research Fellow Opportunity   About the Position Professors Daniel Schneider (Harvard Kennedy School) and David Weil (Brandeis University) are recruiting one full-ti...

shift.hks.harvard.edu

When it's time to change... we change. Here's my Substack: www.wildworldofwork.org I'll publish every couple weeks on this wild world of work we now inhabit: how we're handling intelligent tech and how we could do better. I couldn't ask for better early readers than you folks: please subscribe!