This study examines how Industry 4.0 advanced manufacturing technologies (AMTs) influence restructuring decisions. Analyzing data from European manufacturing firms (2013–2020), we find that greater AMT exposure correlates with a lower overall likelihood of restructuring. When restructuring occurs, AMTs reduce closure probabilities while increasing downsizing likelihood and minimizing layoffs. AMT exposure is measured through industry-level adoption and firm-level capital intensity. This study emphasizes the need to consider both the benefits and disruptions of automation in shaping strategies.

Lamperti, F., Lavoratori, K., Castellani, D., Restructuring and layoffs in the Industry 4.0 era: the role of exposure to advanced manufacturing technologies, <<INDUSTRIAL AND CORPORATE CHANGE>>, 2025; (N/A): N/A-N/A. [doi:10.1093/icc/dtaf052] [https://hdl.handle.net/10807/324699]

Restructuring and layoffs in the Industry 4.0 era: the role of exposure to advanced manufacturing technologies

Lamperti, Fabio
Membro del Collaboration Group
;
2025

Abstract

This study examines how Industry 4.0 advanced manufacturing technologies (AMTs) influence restructuring decisions. Analyzing data from European manufacturing firms (2013–2020), we find that greater AMT exposure correlates with a lower overall likelihood of restructuring. When restructuring occurs, AMTs reduce closure probabilities while increasing downsizing likelihood and minimizing layoffs. AMT exposure is measured through industry-level adoption and firm-level capital intensity. This study emphasizes the need to consider both the benefits and disruptions of automation in shaping strategies.
2025
Inglese
Lamperti, F., Lavoratori, K., Castellani, D., Restructuring and layoffs in the Industry 4.0 era: the role of exposure to advanced manufacturing technologies, <<INDUSTRIAL AND CORPORATE CHANGE>>, 2025; (N/A): N/A-N/A. [doi:10.1093/icc/dtaf052] [https://hdl.handle.net/10807/324699]
File in questo prodotto:
File Dimensione Formato  
dtaf052.pdf

accesso aperto

Tipologia file ?: Versione Editoriale (PDF)
Licenza: Creative commons
Dimensione 1.48 MB
Formato Adobe PDF
1.48 MB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10807/324699
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact