Papers

Who Is Using AI to Code? Global Diffusion and Impact of Generative AI

Daniotti, Wachs, Feng, Neffke

Data: GitHub commits (2019-2024) for ~100k US developers and 2,000 sampled developers per year in China, France, Germany, India, Russia; HumanEval and HumanEval-X benchmark datasets; WildChat real-world LLM conversations

AI Expands Scientists' Impact but Contracts Science's Focus

Hao, Xu, Li, Evans

Data: Unknown - bibliometric data

AI-Exposed Jobs Deteriorated Before ChatGPT

Frank, Sabet, Simon, Bana, Yu

Data: U.S. unemployment insurance records; LinkedIn profiles; University syllabi

Anthropic Economic Index Report: Economic Primitives

Appel, Massenkoff, McCrory, McCain, Heller, Neylon, Tamkin

Data: Claude usage data (privacy-preserving aggregation via Clio)

State of AI: An Empirical 100 Trillion Token Study with OpenRouter

Aubakirova, Atallah, Clark, Summerville, Midha

Data: OpenRouter API usage logs (100 trillion tokens)

AI, Automation, and Expertise

Teeselink, Carey

Data: Revelio Labs job postings

How Adaptable Are American Workers to AI-Induced Job Displacement?

Manning, Aguirre

Data: O*NET Skills and Work Activities; SIPP (Survey of Income and Program Participation); BLS OEWS

Working paper

The Diffusion of Disruptive Technologies

Bloom, Hassan, Kalyani, Lerner, Tahoun

Data: USPTO patents; Burning Glass job postings

Canaries in the Coal Mine: Six Facts about the Recent Employment Effects of AI

Brynjolfsson, Chandar, Chen

Data: ADP payroll data

Working paper

The Labor Market Effects of Generative Artificial Intelligence

Hartley, Jolevski, de Melo, Moore

Data: Survey data; BLS

Generative AI as Seniority-Biased Technological Change: Evidence from U.S. Resume and Job Posting Data

Lichtinger, Maasoum

Data: U.S. resume data (~62M workers, 285K firms); GenAI job postings

Working paper

Large Language Models, Small Labor Market Effects

Humlum, Vestergaard

Data: Two surveys (25K workers, 7K workplaces); Danish admin data

Working paper

How People Use ChatGPT

Chatterji, Cunningham, Deming, Hitzig, Ong, Shan, Wadman

Data: Privacy-preserving sample of actual ChatGPT conversations

Working paper

Shifting Work Patterns with Generative AI

Dillon, Jaffe, Immorlica, Stanton

Data: 7,137 knowledge workers (Microsoft); 6-month RCT

Working paper

AI and the Extended Workday: Productivity, Contracting Efficiency, and Distribution of Rents

Jiang, Park, Xiao, Zhang

Data: American Time Use Survey (ATUS)

Working paper

Beyond the Race between Education and Technology

Katz

Data: Census/CPS (19th century-2023)

Working paper

Displacement or Complementarity? The Labor Market Impact of Generative AI

Chen, Srinivasan, Zakerinia

Data: Near-universe of US job postings

AI and the Future of Work in an Aging Economy

Pizzinelli, Tavares

Data: Cross-country labor data on occupational mobility by age

Working paper

Expertise

Autor, Thompson

Data: Dictionary of Occupational Titles (DOT) 1977; O*NET 2018 (release 23.0); U.S. Census 1980; American Community Survey (ACS) 2018; Current Population Survey (CPS) 1971; Occupational Employment and Wage Statistics (OEWS) 2018; Educator's Word Frequency Guide (1995); Dale-Chall List (1995)

Working paper

Analysis of Artificial Intelligence Exposure Across Industries in South Korea and the United States

Baek, Lee

Large Language Models at Work in China's Labor Market

Chen, Ge, Xie, Xu, Yang

Data: None (conceptual paper)

Equalising the Effects of Automation? The Role of Task Overlap for Job Finding

Dabed, Genz, Rademakers

The Cybernetic Teammate: A Field Experiment on Generative AI Reshaping Teamwork and Expertise

Dell’Acqua, Ayoubi, Lifshitz, Sadun, Mollick, Mollick, Han, Goldman, Nair, Taub, Lakhani

Data: Procter & Gamble field experiment data (May-July 2024); AI interaction logs (prompts and responses); expert quality evaluations; pre- and post-task surveys

Working paper

Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Gmyrek, Berg, Kamiński, Konopczyński, Ładna, Nafradi, Rosłaniec, Troszyński

Data: Polish 6-digit occupational classification system (KZiS, 29,753 tasks); CAWI survey of 1,640 employed workers in Poland (52,558 task ratings); Expert validation survey (608 tasks); ISCO-08 task descriptions (3,265 tasks); ILO harmonized microdata for employment estimates

Working paper

Which Economic Tasks Are Performed with AI? Evidence from Millions of Claude Conversations

Handa, Tamkin, McCain, Huang

Data: ADP (Automatic Data Processing) administrative payroll records, January 2021 - July 2025

Collaborating with AI Agents: Field Experiments on Teamwork, Productivity, and Performance

Ju, Aral

Data: Custom experiment data from Pairit platform (lab experiment); Prolific participant pool; X (Twitter) advertising API data (field experiment); DocSend document view tracking data

Your Brain on ChatGPT: Accumulation of Cognitive Debt When Using an AI Assistant for Essay Writing Task

Kosmyna, Hauptmann, Yuan, Situ, Liao, Beresnitzky, Braunstein, Maes

Data: EEG recordings (Neuroelectrics Enobio 32-channel headset); Participant-written essays; ChatGPT interaction logs; Post-session interview recordings; Background questionnaires

Workers' Exposure to AI Across Development

Lewandowski, Madoń, Park

Algorithmic Management in the Workplace: New Evidence from an OECD Employer Survey

Milanez, Lemmens, Ruggiu

Data: OECD Employer Survey on Algorithmic Management

Working paper

How and When Will AI Impact the Economy: Evidence from China

Peng, Zhou, Xiong, Ernst, Zhu

AI and Freelancers: Has the Inflection Point Arrived?

Qiao, Rui, Qian

Data: Proprietary worker-level transaction data from unnamed online labor platform (6,743 construction design workers, 7,582 translation workers, 15,000 web development workers)

The Impact of a Decade of Digital Transformation on Employment, Wages, and Inequality in the EU: A Conveyor Belt Hypothesis

Richiardi, Westhoff, Astarita, Ernst, Fenwick, Khabirpour, Pelizzari

AI for Collective Intelligence

Riedl, de Cremer

AI-Powered Lawyering: AI Reasoning Models, Retrieval Augmented Generation, and the Future of Legal Practice

Schwarcz, Manning, Barry, Cleveland, Prescott, Rich

Winners and Losers of Generative AI: Early Evidence of Shifts in Freelancer Demand

Teutloff, Einsiedler, Kässi, Braesemann, Mishkin, del Rio-Chanona

Data: Anonymous online freelancing platform job postings data collected via Online Labour Index project API

Job Automation in China: Who Is at Risk and Where Are They Located?

Wang, Crowley, Doran, O’Connor

Evaluating the Impact of AI on the Labor Market: Current State of Affairs

Gimbel, Kinder, Kendall, Lee

Data: CPS; Anthropic AI usage data; OpenAI exposure scores

AI Exposure Predicts Unemployment Risk: A New Approach to Technology-Driven Job Loss

Frank, Ahn, Moro

Data: Monthly occupation-level unemployment data from US state unemployment insurance offices

GDPval: Evaluating AI Model Performance on Real-World Economically Valuable Tasks

Patwardhan, Dias, Proehl, Kim, Wang, Watkins, Posada Fishman, Aljubeh, Thacker, Fauconnet, Kim, Chao, Miserendino, Chabot, Li, Sharman, Barr, Glaese, Tworek

Data: Custom benchmark of economically-relevant tasks drawn from freelancing platforms

The AI Productivity Index (APEX)

Vidgen, Thrush, Hale, Madnani, Awal, Majumder, Luger, Baines, Klyman, Saifullah, Kirk

Data: O*NET task descriptions; custom expert annotation of AI task performance

Generative AI and Labor Market Outcomes: Evidence from the United Kingdom

Teeselink

Labor Demand in the Age of Generative AI: Early Evidence from the U.S. Job Posting Data

Liu, Wang, Yu

Data: Lightcast online job postings (285 million postings, 2018Q1-2025Q2)

Working paper

Generative AI and Labor Market Matching Efficiency

Wiles, Horton

Data: Online labor market platform data

Working paper

Measuring AI Uptake in the Workplace

Crane, Green, Soto

Data: Census BTOS; BLS JOLTS; Fed Reserve surveys; Pew Research; ABA surveys

AI and Jobs: A Review of Theory, Estimates, and Evidence

del Rio-Chanona, Ernst, Merola, Samaan, Teutloff

Data: O*NET; Various exposure measures; RCT evidence; Administrative data

Skill Demand versus Skill Use

Daly, Groes, Jensen

Data: Danish job postings

Applying AI to Rebuild Middle Class Jobs

Autor

Data: Census; CPS; O*NET

Working paper

The Rapid Adoption of Generative AI

Bick, Blandin, Deming

Data: Real-Time Population Survey

Working paper

Tracking Firm Use of AI in Real Time

Bonney, Breaux, Buffington, Dinlersoz, Foster, Goldschlag, Haltiwanger, Kroff, Savage

Data: Census BTOS

Working paper

Gen-AI: Artificial Intelligence and the Future of Work

Cazzaniga, Jaumotte, Li, Melina, Panton, Pizzinelli, Rockall, Tavares

Data: O*NET; ILO ILOSTAT

Learning from Ricardo and Thompson: Machinery and Labor in the Early Industrial Revolution, and in the Age of AI

Acemoglu, Johnson

Data: Historical cotton textile wages and automation data

Working paper

The Unequal Adoption of ChatGPT Exacerbates Existing Inequalities Among Workers

Humlum, Vestergaard

Data: Survey (18K workers, 11 occupations); Danish register data

Tasks At Work: Comparative Advantage, Technology and Labor Demand

Acemoglu, Kong, Restrepo

Data: US Census 1980; American Community Survey 2014-2018; BEA-BLS Integrated Industry Accounts; Dictionary of Occupational Titles (1977, 1991); O*NET

Working paper

The Crowdless Future? Generative AI and Creative Problem-Solving

Boussioux, Lane, Zhang, Jaćimović, Lakhani

The ABC's of Who Benefits from Working with AI: Ability, Beliefs, and Calibration

Caplin, Deming, Li, Martín, Marx, Weidmann, Ye

Data: IMDB-WIKI face image dataset (for stimuli); Experimental data collected on Prolific platform

Working paper

Generative Artificial Intelligence and Its Implications for Labor Markets in Developing Countries: A Review Essay

Cruces, Amarante, Lotitto

Data: None - literature review

Working paper

AI-Enhanced Collective Intelligence

Cui, Yasseri

Data: Supermind Design Augmented Collective Intelligence Database (938 AI-CI applications)

The Effects of Generative AI on High-Skilled Work: Evidence from Three Field Experiments with Software Developers

Cui, Demirer, Jaffe, Musolff, Peng, Salz

Data: Supermind Design Augmented Collective Intelligence Database (938 cases)

Working paper

Who Is AI Replacing? The Impact of Generative AI on Online Freelancing Platforms

Demirci, Hannane, Zhu

Data: Proprietary data from undisclosed global online labor market platform via API (1,388,711 job posts from July 2021 to July 2023); Google Trends Search Volume Index

Working paper

Generative AI Enhances Individual Creativity but Reduces the Collective Diversity of Novel Content

Doshi, Hauser

Data: Prolific online experiment (N=293 writers, N=600 evaluators)

Generative AI and the Nature of Work

Hoffmann, Boysel, Nagle, Peng, Xu

Generative AI's Labor-Replacing Impacts on Occupations Also Foster Short-Run Job Opportunities for Early Adopters

Ji, Chen, Wang, Hou, Chen, Zhu

From Helping Hand to Stumbling Block: The ChatGPT Paradox in Competency Experiment

Kim, Moon

The Heterogeneous Productivity Effects of Generative AI

Kreitmeir, Raschky

Data: GitHub Archive (public event data); GitHub GraphQL API (user metadata)

An Empirical Investigation of the Impact of ChatGPT on Creativity

Lee, Chung

Generative AI Enhances Team Performance and Reduces Need for Traditional Teams

Li, Zhou, Mikel-Hong

Data: Experimental data collected via Prolific platform; IMDB-WIKI facial image dataset used for stimuli

Working paper

The Value, Benefits, and Concerns of Generative AI-Powered Assistance in Writing

Li, Liang, Peng, Yin

Data: Experiment-generated data from 379 Prolific workers

ChatGPT Decreases Idea Diversity in Brainstorming

Nave, Meincke, Terwiesch

Exposure to Generative Artificial Intelligence in the European Labour Market

Nurski, Ruer

Data: European Labour Force Survey; European occupation and task data

Working paper

The Employment Impact of Emerging Digital Technologies

Prytkova, Petit, Li, Chaturvedi, Ciarli

Data: Derwent patent database (190,714 patents, 2012-2021); Regional European Labour Force Survey (EU-LFS) for NUTS-2 employment 2012-2019; ISCO-08 occupation classifications; NACE Rev.2 industry classifications

Working paper

How AI Features Can Change Team Dynamics

Reitz, Higgins

Effects of AI Feedback on Learning, the Skill Gap, and Intellectual Diversity

Riedl, Bogert

Data: Lichess.org platform data (games, AI analysis records, player ratings)

When GenAI Increases Inequality: Evidence from a University Debating Competition

Roldan-Mones

The Potential Impact of AI Innovations on U.S. Occupations

Septiandri, Constantinides, Quercia

Data: O*NET 26.3 (May 2022, 759 occupations, 17,879 tasks); USPTO patents via Google Patents Public Data (24,758 AI patents, 2015-2022, filtered using WIPO PATENTSCOPE AI Index)

The Impact of Generative AI on Collaborative Open-Source Software Development: Evidence from GitHub Copilot

Song, Agarwal, Wen

Data: GitHub Archive Dataset (public repository data); GitHub proprietary Copilot usage data

Working paper

Clio: Privacy-Preserving Insights into Real-World AI Use

Tamkin, McCain, Handa, Durmus, Lovitt, Rathi, Huang, Mountfield, Hong, Ritchie, Stern, Clarke, Goldberg, Sumers, Mueller, McEachen, Mitchell, Carter, Clark, Kaplan, Ganguli

Data: Claude.ai conversation logs (proprietary); WildChat dataset (public); LMSYS-1M-Chat dataset (public)

A New Sociology of Humans and Machines

Tsvetkova, Yasseri, Pescetelli, Werner

Data: Not applicable (literature review)

Simple Autonomous Agents Can Enhance Creative Semantic Discovery by Human Groups

Ueshima, Jones, Christakis

Data: Experiment-generated data from online lab experiment via Amazon Mechanical Turk; word2vec semantic embeddings

Generative AI's Impact on Graduate Student Writing Productivity and Quality

Usdan, Pensky, Chang

Artificial Intelligence and People at Work

Woolley

Data: None (conceptual paper)

The Impact of Large Language Models on Open-Source Innovation: Evidence from GitHub Copilot

Yeverechyahu, Mayya, Oestreicher-Singer

Data: GitHub API data on commits and repository activity for Python, R, Rust, and Haskell packages; PyPI, CRAN, Hackage, and Crates.io for version release data

Working paper

GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models

Eloundou, Manning, Mishkin, Rock

Data: O*NET task descriptions; BLS OEWS

AI Adoption in America: Who, What, and Where

McElheran, Li, Brynjolfsson, Kroff, Dinlersoz, Foster, Zolas

Data: 2018 Annual Business Survey (ABS)

Generative AI at Work

Brynjolfsson, Li, Raymond

Data: Proprietary customer support data

Working paper

Task-Based Automation: Implications for Wages and Inequality

Hubmer

Data: PSID, CPS

Working paper

Generative AI and Firm Values

Eisfeldt, Schubert, Zhang

Data: Revelio Labs; Lightcast

Working paper

Artificial Intelligence, Firm Growth, and Product Innovation

Babina, Fedyk, He, Hodson

Data: Resumes; job postings; patents; publications

Generative AI and Jobs: A Global Analysis of Potential Effects on Job Quantity and Quality

Gmyrek, Berg, Bescond

Data: O*NET; ISCO classification

Working paper

The Short-Term Effects of Generative Artificial Intelligence on Employment: Evidence from an Online Labor Market

Hui, Reshef, Zhou

Data: Upwork platform data

Combining Human Expertise with Artificial Intelligence: Experimental Evidence from Radiology

Agarwal, Moehring, Rajpurkar, Salz

Data: Stanford University Hospital chest X-ray patient records (324 cases); Experimental data from 227 professional radiologists recruited through teleradiology companies

Working paper

Quantifying the Distribution of Machine Learning's Impact on Work

Brynjolfsson, Mitchell, Rock, Syverson

Data: Proprietary customer support chat data from Fortune 500 enterprise software company; AI platform usage logs from AI software vendor

Working paper

Occupational Exposure to Capital-Embodied Technical Change

Caunedo, Jaume, Keller

Large Language Models in Creative Work: The Role of Collaboration Modality and User Expertise

Chen, Chan

Lawyering in the Age of Artificial Intelligence

Choi, Monahan, Schwarcz

Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality

Dell’Acqua, McFowland, Mollick, Lifshitz‐Assaf, Kellogg, Rajendran, Krayer, Candelon, Lakhani

Data: Boston Consulting Group experimental data (758 consultants, approximately 7% of global individual contributor consultants); proprietary task completion data, AI interaction logs, human and GPT-4 quality evaluations

Working paper

Toward Human-Centered AI Management: Methodological Challenges and Future Directions

Dong, Bonnefon, Rahwan

Occupational Heterogeneity in Exposure to Generative AI

Felten, Raj, Seamans

No Great Equalizer: Experimental Evidence on Productivity Effects of Generative AI Use in the UK Labor Market

Haslberger, Gingrich, Bhatia

Data: Original online experiment conducted via YouGov (July 2023, N=1,041)

Working paper

Algorithmic Management Diminishes Status: An Unintended Consequence of Using Machines to Perform Social Roles

Jago, Raveendhran, Fast, Gratch

When and How Artificial Intelligence Augments Employee Creativity

Jia, Luo, Fang, Liao

Technology and Labor Displacement: Evidence from Linking Patents with Worker-Level Data

Kogan, Papanikolaou, Schmidt, Seegmiller

Data: SSA Detailed Earnings Records (DER) linked to Current Population Survey (CPS); USPTO patent data; Dictionary of Occupational Titles (DOT); Census Longitudinal Business Database (LBD)

Working paper

'Generate' the Future of Work through AI: Empirical Evidence from Online Labor Markets

Liu, Xu, Li, Tan

Data: Leading online labor platform data (all job postings, bids, transactions, freelancer data)

Experimental Evidence on the Productivity Effects of Generative Artificial Intelligence

Noy, Zhang

The Uneven Impact of Generative AI on Entrepreneurial Performance

Otis, Clarke, Delecourt, Holtz, Koning

Data: Self-reported business performance surveys (7 waves: 3 pre-treatment, 4 post-treatment); WhatsApp conversation logs between entrepreneurs and AI assistant; Post-treatment survey responses on business changes

Working paper

The Impact of AI on Developer Productivity: Evidence from GitHub Copilot

Peng, Kalliamvakou, Cihon, Demirer

Data: Microsoft internal GitHub data (1,663 developers, September 2022-September 2023); Accenture internal GitHub data (311 developers, July 2022-November 2023); GitHub Copilot usage telemetry data

Working paper

What Roles Could Generative AI Play on Your Team?

Piskorski, Joshi

Labour Market Exposure to AI: Cross-Country Differences and Distributional Implications

Pizzinelli

Data: US American Community Survey (2019); UK Labour Force Survey (2022); Brazil Pesquisa Nacional por Amostra de Domicílios Contínua (2022); Colombia Gran Encuesta Integrada de Hogares (2022); India Periodic Labour Force Survey (2018-19); South Africa Labor Market Dynamics Survey (2019); O*NET work contexts and job zones

Working paper

Accelerating Science with Human-Aware Artificial Intelligence

Sourati, Evans

Data: None

Explanations Can Reduce Overreliance on AI Systems During Decision-Making

Vasconcelos, Jörke, Grunde-McLaughlin, Gerstenberg, Bernstein, Krishna

Data: Experiment-generated data from five lab studies on Prolific platform

AI-Driven Labour Substitution: Evidence from Google Translate and ChatGPT

Yilmaz, Naumovska, Aggarwal

Large Language Models as Simulated Economic Agents: What Can We Learn from Homo Silicus?

Horton

Data: GPT-3 API responses (text-davinci-003, text-ada-001, text-babbage-001, text-currie-001)

Working paper

Algorithmic Writing Assistance on Jobseekers' Resumes Increases Hires

van Inwegen, Munyikwa, Horton

Data: Online labor market platform data (~500K jobseekers)

New Frontiers: The Origins and Content of New Work, 1940-2018

Autor, Chin, Salomons, Seegmiller

Data: Census (1940-2018)

Working paper

The Algorithmic Management of Work and Its Implications in Different Contexts

Baiocco, Fernandez-Macias, Rani, Pesole

Inefficient Automation

Beraja, Zorzi

Data: Calibration targets from multiple sources: BLS labor share data; unemployment duration from Alvarez and Shimer (2011); productivity loss from Kambourov and Manovskii (2009); income process from Floden and Lindé (2001) using PSID; occupational mobility from Kambourov and Manovskii (2008); tax progressivity from Heathcote et al. (2017)

The Impact of Artificial Intelligence on Labour Markets in Developing Countries: A New Method with an Illustration for Lao PDR and Urban Viet Nam

Carbonero, Davies, Ernst, Fossen, Samaan, Sorgner

How Are Patented AI, Software and Robot Technologies Related to Wage Changes in the United States?

Fossen, Samaan, Sorgner

Data: Current Population Survey Annual Social and Economic Supplement (CPS-ASEC) 2011-2021 via IPUMS-CPS; Webb (2020) patent-based technology exposure measures

The Diffusion of Digital Technologies and Its Consequences in the Labour Market

Gathmann, Grimm

Working with Wolt: An Ethnographic Study of Lenient Algorithmic Management on a Food Delivery Platform

Kusk, Bossen

An Occupational Safety and Health Perspective on Human in Control and AI

Niehaus, Hartwig, Rosen, Wischniewski

Data: DiWaBe (Digitalization and Change in Employment) Survey 2019

Occupational, Industry, and Geographic Exposure to Artificial Intelligence: A Novel Dataset and Its Potential Uses

Felten, Raj, Seamans

Data: EFF AI Progress Measurement; O*NET; Amazon MTurk survey

Tasks, Automation, and the Rise in US Wage Inequality

Acemoglu, Restrepo

Data: Census; CPS; DOT; O*NET

Working paper

To Trust or to Think: Cognitive Forcing Functions Can Reduce Overreliance on AI in AI-Assisted Decision-Making

Bucinca, Malaya, Gajos

Data: Experimental data collected via Amazon Mechanical Turk

Occupational Mobility and Automation: A Data-Driven Network Model

del Rio-Chanona, Mealy, Beguerisse-Díaz, Lafond, Farmer

The Role of Digital Labour Platforms in Transforming the World of Work

International Labour Organisation

Threatened by AI: Analyzing Users' Responses to the Introduction of AI in a Crowd-Sourcing Platform

Lysyakov, Viswanathan

Algorithmic Management of Work on Online Labour Platforms: When Matching Meets Control

Möhlmann, Zalmanson, Henfridsson, Gregory

Artificial Intelligence and Jobs: Evidence from Online Vacancies

Acemoglu, Autor, Hazell, Restrepo

Data: Burning Glass (2010-2018)

Working paper

Earnings Dynamics, Changing Job Skills, and STEM Careers

Deming, Noray

Data: Near-universe of online job postings (2007-2019); Census/ACS

The Impact of Artificial Intelligence on the Labor Market

Webb

Data: O*NET, USPTO patents

The Demand for AI Skills in the Labor Market

Alekseeva, Azar, Gine, Samila, Taska

Data: Anagrafe Nazionale Studenti (Italian National Register of Students); INVALSI standardized test scores

Working paper

Automating Labor: Evidence from Firm-Level Patent Data

Dechezleprêtre, Hemous, Olsen, Zanella

The Economics of Artificial Intelligence: Implications for the Future of Work

Ernst, Merola, Samaan

Data: Penn World Tables version 9; ILO Trends Econometric Models

Mapping the Future of Occupations: Transformative and Destructive Effects of New Digital Technologies on Jobs

Fossen, Sorgner

Data: O*Net occupational database; Frey and Osborne (2017) computerization probabilities; Felten et al. (2018) AI progress measure

Algorithms at Work: The New Contested Terrain of Control

Kellogg, Valentine, Christin

What Can Machines Learn, and What Does It Mean for Occupations and the Economy?

Brynjolfsson, Mitchell, Rock

Data: O*NET; CrowdFlower

Monopsony in Online Labor Markets

Dube, Jacobs, Naidu, Suri

Data: Amazon MTurk data

Working paper

AI and Jobs: The Role of Demand

Bessen

Data: US Census Historical Statistics (employment, production); Bureau of Labor Statistics Current Employment Situation

Working paper

Automation and Jobs: When Technology Boosts Employment

Bessen

Data: US Census Bureau Historical Statistics; BLS Current Employment Statistics; Historical production and employment data for textiles (SIC 2211, 2221), steel (SIC 3312), and automotive manufacturing

Robots Worldwide: The Impact of Automation on Employment and Trade

Carbonero, Ernst, Weber

A Method to Link Advances in Artificial Intelligence to Occupational Abilities

Felten, Raj, Seamans

Skill Requirements across Firms and Labor Markets

Deming, Kahn

Data: Burning Glass (2010-2015)

Working paper

Robots and Jobs: Evidence from US Labor Markets

Acemoglu, Restrepo

Data: IFR robot data

Working paper

Benign Effects of Automation: New Evidence from Patent Texts

Mann, Püttmann

Do Recessions Accelerate Routine-Biased Technological Change?

Hershbein, Kahn

Data: Burning Glass (2007, 2010-2015)

Working paper

The Future of Employment: How Susceptible are Jobs to Computerisation?

Frey, Osborne

Data: O*NET

Robots at Work

Graetz, Michaels

Data: IFR industrial robot data; 17 countries panel (1993-2007)

The 'Task Approach' to Labour Markets: An Overview

Autor

Data: None (theoretical paper)

Working paper

Job Polarization and Jobless Recoveries

Jaimovich, Siu

Data: CPS, Census

Working paper

Skills, Tasks and Technologies: Implications for Employment and Earnings

Acemoglu, Autor

Data: Census, CPS, O*NET

The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market

Autor, Dorn

Data: Census IPUMS; ACS; CPS

Working paper

The Skill Content of Recent Technological Change

Autor, Levy, Murnane

Data: DOT, CPS