A situational approach to Industry 4.0 maturity assessment : supporting strategic decision-making in top management teams

Vavpotič, Damjan (avtor), Fujs, Damjan (avtor), Hovelja, Tomaž (avtor)

Purpose – This study aims to address the limitations of current Industry 4.0 evaluation approaches, which often rely on a one-size-fits-all philosophy. It introduces a novel situational evaluation method tailored to the unique contexts of organizations, with a focus on aligning Industry 4.0 initiatives with strategic goals. Design/methodology/approach – A case study methodology was employed involving a large multinational company with over 30 subsidiaries in 14 countries across Europe and Asia. The company operates in three core EU industries: automotive, electric power transformers, and construction. The study involved the entire top management team (TMT) in order to comprehensively assess the effectiveness of the proposed evaluation approach. Findings – The results demonstrate that the TMT highly valued the customized nature of the situational evaluation approach. The proposed Industry 4.0 evaluation approach significantly improved the alignment of the organization’s strategic objectives between TMT members. Originality/value – The study provides a novel approach to Industry 4.0 evaluation that starts with selecting and structuring digital maturity dimensions according to the needs, context, and characteristics of a specific enterprise; continues with evaluations of individual TMT use and completes with group discussion to achieve final strategic alignment and address common challenges in Industry 4.0 adoption (TMT alignment, workforce readiness, and technology integration). Keywords Industry 4.0, Manufacturing strategy, Type of firm – multinational companies, Type of manufacturing process – continuous process,Data collection method – case study (including grounded theory, iterative-pragmatic, and deductive approaches), Data collection method – survey (in-person interviews and written questionnaires) Paper type Research article

• Jezik: Angleški jezik
• Ključne besede: Industry 4.0, manufacturing strategy, multinational companies, continuous process, case study, business management
• Vrsta gradiva: Članek v reviji
• Tipologija: 1.01 - Izvirni znanstveni članek
• Organizacija: FRI - Fakulteta za računalništvo in informatiko
• Različica publikacije: Objavljena publikacija
• Leto izida: 2026
• Št. strani: Str. 18-38
• Številčenje: Vol. 55, iss. 13
• PID: 20.500.12556/RUL-179340
• UDK: 659.2:004
• ISSN pri članku: 0368-492X
• DOI: 10.1108/K-06-2025-1518
• COBISS.SI-ID: 267751171
• Datum objave v RUL: 11.02.2026

Gradivo je del revije

• Naslov: Kybernetes
• Skrajšan naslov: Kybernetes
• Založnik: MCB university press
• ISSN: 0368-492X
• COBISS.SI-ID: 28709889

Licence

• Licenca: CC BY 4.0, Creative Commons Priznanje avtorstva 4.0 Mednarodna
• Povezava: http://creativecommons.org/licenses/by/4.0/deed.sl
• Opis: To je standardna licenca Creative Commons, ki daje uporabnikom največ možnosti za nadaljnjo uporabo dela, pri čemer morajo navesti avtorja.

Sekundarni jezik

• Jezik: Slovenski jezik
• Ključne besede: Industrija 4.0, proizvodna strategija, multinacionalna podjetja, neprekinjen proces, študija primera, poslovni menedžment

Projekti

• Financer: ARIS - Javna agencija za znanstvenoraziskovalno in inovacijsko dejavnost Republike Slovenije
• Številka projekta: P2-0426-2022
• Naslov: Digitalna preobrazba za pametno javno upravljanje