This research observes the relationship between industry 4.0 technologies (i.e., Internet of Things or IoT, machine learning, blockchain technology, and big data) and supply chain performance (SCP) with the mediating role of technological intensity in manufacturing firms using a resource-based view (RBV). Marketing strategy alignment is used as a moderator between technological intensity and SCP. The PLS-SEM is used, and 340 responses are used for the final analysis, collected using a simple random sampling technique. Multiple regressions were used to test hypotheses. IoT, blockchain technology, and technological intensity improve SCP. In contrast, machine learning and big data do not directly influence SCP. IoT, machine learning, big data, and blockchain technology significantly determine technological intensity. Besides, technological intensity significantly mediates industry 4.0 technologies and SCP. Finally, marketing strategy alignment strengthens the relationship between technological intensity and SCP. This research recommends that management implement industry 4.0 technologies, technological intensity, and marketing strategy alignment to improve SCP. This initial research examines industry 4.0 technologies, technological intensity, and marketing strategy alignment influence on SCP by using RBV.

Tech and grow! Unraveling the interplay between industry 4.0 technologies and supply chain performance: marketing strategy alignment as a moderator

Bresciani, Stefano;Bertoldi, Bernardo
2024-01-01

Abstract

This research observes the relationship between industry 4.0 technologies (i.e., Internet of Things or IoT, machine learning, blockchain technology, and big data) and supply chain performance (SCP) with the mediating role of technological intensity in manufacturing firms using a resource-based view (RBV). Marketing strategy alignment is used as a moderator between technological intensity and SCP. The PLS-SEM is used, and 340 responses are used for the final analysis, collected using a simple random sampling technique. Multiple regressions were used to test hypotheses. IoT, blockchain technology, and technological intensity improve SCP. In contrast, machine learning and big data do not directly influence SCP. IoT, machine learning, big data, and blockchain technology significantly determine technological intensity. Besides, technological intensity significantly mediates industry 4.0 technologies and SCP. Finally, marketing strategy alignment strengthens the relationship between technological intensity and SCP. This research recommends that management implement industry 4.0 technologies, technological intensity, and marketing strategy alignment to improve SCP. This initial research examines industry 4.0 technologies, technological intensity, and marketing strategy alignment influence on SCP by using RBV.
2024
20
2
1347
1376
Industry 4.0 technologies · Technological intensity · Marketing strategy alignment · Supply chain performance · Resource-based view
Rehman, Shafique Ur; Bresciani, Stefano; Zhang, Qingyu; Bertoldi, Bernardo
File in questo prodotto:
File Dimensione Formato  
UrRehman_Bresciani_Zhang_Bertoldi2024.pdf

Accesso riservato

Tipo di file: PDF EDITORIALE
Dimensione 1.29 MB
Formato Adobe PDF
1.29 MB Adobe PDF   Visualizza/Apri   Richiedi una copia

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/2318/2008730
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact