IT and Urban Polarization

We show that differential IT investment across cities has been a key driver of job and wage polarization since the 1990s. Using a novel dataset, we establish two stylized facts: IT investment is highest in firms in large and expensive cities, and the decline in routine cognitive occupations is most prevalent in large and expensive cities. We propose and estimate a model and find that the fall in IT prices helps explain the wage gap between routine and nonroutine cognitive jobs, as well as the shift in employment away from routine cognitive toward nonroutine cognitive jobs. (JEL D22, G31, J24, J31, R23)

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Publication Details

Journal
American Economic Journal Macroeconomics
Published
2025-12-30
DOI
https://doi.org/10.1257/mac.20220306
Primary Topic
Regional Economics and Spatial Analysis
Type
article
Field-Weighted Citation Impact
0.00
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article

IT and Urban Polarization

Roberto Pinheiro, Christoph Hedtrich, Jan Eeckhout
American Economic Journal Macroeconomics
Regional Economics and Spatial Analysis
article

IT and Urban Polarization

Roberto Pinheiro, Christoph Hedtrich, Jan Eeckhout
article en

Abstract

We show that differential IT investment across cities has been a key driver of job and wage polarization since the 1990s. Using a novel dataset, we establish two stylized facts: IT investment is highest in firms in large and expensive cities, and the decline in routine cognitive occupations is most prevalent in large and expensive cities. We propose and estimate a model and find that the fall in IT prices helps explain the wage gap between routine and nonroutine cognitive jobs, as well as the shift in employment away from routine cognitive toward nonroutine cognitive jobs. (JEL D22, G31, J24, J31, R23)

American Economic Journal MacroeconomicsVol. 18(1)
Federal Reserve Bank of Cleveland (US), Barcelona School of Economics (ES), University of Edinburgh (GB)
Decent work and economic growth
Openalex Percentile: Top 20%
Regional Economics and Spatial Analysis
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