CREAT: Census Research Exploration and Analysis Tool

Wage Premia in Employment Clusters: Agglomeration or Worker Heterogeneity?

February 2010

Written by: Stephen Ross, Shihe Fu

Working Paper Number:

CES-10-04

Abstract

This paper tests whether the correlation between wages and the spatial concentration of employment can be explained by unobserved worker productivity differences. Residential location is used as a proxy for a worker's unobserved productivity, and average workplace commute time is used to test whether location based productivity differences are compensated away by longer commutes. Analyses using confidential data from the 2000 Decennial Census Long Form find that the agglomeration estimates are robust to comparisons within residential location and that the estimates do not persist after controlling for commutes suggesting that the productivity differences across locations are due to agglomeration, rather than productivity differences across individuals.

Document Tags and Keywords

Keywords Keywords are automatically generated using KeyBERT, a powerful and innovative keyword extraction tool that utilizes BERT embeddings to ensure high-quality and contextually relevant keywords.

By analyzing the content of working papers, KeyBERT identifies terms and phrases that capture the essence of the text, highlighting the most significant topics and trends. This approach not only enhances searchability but provides connections that go beyond potentially domain-specific author-defined keywords.
:
employed, employ, heterogeneity, metropolitan, geographically, household, housing, residential, relocation, mobility, resident, residence, rent, commute, agglomeration

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:
National Science Foundation, American Economic Association, Ordinary Least Squares, Decennial Census, Consolidated Metropolitan Statistical Areas

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