A Vector Autoregression Model for Depicting the Relation Between Labour Market Economic Indicators and Real Wages in the United States Manufacturing Sector

  • Ishaan Kshirsagar
  • , Julian Márquez Simon
  • , Nicolò Schätz
  • , David Fraga González
  • , Conor Ryan

Research output: Contribution to journalConference articlepeer-review

Abstract

In recent years, the US manufacturing sector and its labour market dynamics have gained importance in the face of resurgent protectionism and increased governmental strategic investment plans. Simultaneously, real wage growth in the manufacturing sector has diverged compared to the wider economy. While studies have previously analysed the relationship between labour market conditions and real wages in the wider economy, few have specifically evaluated the manufacturing sector in this respect. To this end, we selected a comprehensive list of economic indicators covering the key aspects of the sectoral labour market. Subsequently, a vector autoregression (VAR) model was developed, enabling us to account for time lags and the interconnectedness of each variable. In addition to this, graphs and plots were created to provide a visual understanding of the database, results, and labour market dynamics. The findings of our model suggest that the economic consensus on real wage determination in the wider economy also holds for the manufacturing sector. An important exception to this is the strongly negative relationship between the inflation rate and real wages.

Original languageEnglish
Pages (from-to)296-302
Number of pages7
JournalInternational Conference on Agents and Artificial Intelligence
Volume3
DOIs
Publication statusPublished - 2025
Event17th International Conference on Agents and Artificial Intelligence, ICAART 2025 - Porto, Portugal
Duration: 23 Feb 202525 Feb 2025

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 8 - Decent Work and Economic Growth
    SDG 8 Decent Work and Economic Growth
  2. SDG 9 - Industry, Innovation, and Infrastructure
    SDG 9 Industry, Innovation, and Infrastructure
  3. SDG 10 - Reduced Inequalities
    SDG 10 Reduced Inequalities

Keywords

  • Manufacturing Sector
  • Real Wages
  • Time Series Analysis
  • US Labour Market
  • Vector Autoregression Model

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