CEPII, Recherche et Expertise sur l'economie mondiale
The March of the Techies: Technology, Trade, and Job Polarization in France, 1994-2007


James Harrigan
Ariell Reshef
Farid Toubal

 Highlights :
  • Analyze labor market polarization in any country using firm-level data
  • Polarization occurred within firms, but mostly due to changes in the composition of firms
  • Use a new measure of the propensity of a firm to adopt new technology: its employment share of techies
  • Firms with more techies in 2002 saw greater polarization, and grew faster, from 2002 to 2007. Offshoring reduced employment growth.
  • Technological change, mediated through techies, is an important cause of polarization in France. Firm-level trade had important effects in manufacturing.

 Abstract :
Using administrative employee-firm-level data on the entire private sector from 1994 to 2007, we show that the labor market in France has polarized: employment shares of high and low wage occupations have grown, while middle wage occupations have shrunk. During the same period, the share of hours worked in technology-related occupations ("techies") grew substantially, as did imports and exports, and we explore the causal links between these trends.  Our paper is among the first to analyze polarization in any country using firm-level data, and we show how polarization occurred within firms, but mostly due to changes in the composition of firms (between firms). Motivated by the fact that technology adoption is mediated by technically qualified managers and technicians, we use a new measure of the propensity of a firm to adopt new technology: its employment share of techies. Using the subsample of firms that are active over the whole period, we show that firms with more techies in 2002 saw greater polarization, and grew faster, from 2002 to 2007. Offshoring reduced employment growth. Among blue- collar workers in manufacturing, importing caused skill upgrading while exporting caused skill downgrading. To control for the endogeneity of firm-level techies and trade in 2002, we use values of techies and trade from 1994 to 1998 as instruments. We conclude that technological change, mediated through techies, is an important cause of polarization in France. Firm-level trade had important effects in manufacturing.

 Keywords : job polarization | technological change | offshoring | skill bias | firm level data

 JEL : J2, O3, D3, F1, F16, F66
CEPII Working Paper
N°2016-15, June 2016

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