A Data-Drive Servitization Intensity Typology for UK Manufacturing: Clusters, Stage-Specific Enablers and Predictive Modelling

Divisions: College of Engineering & Physical Sciences > School of Computer Science and Digital Technologies
College of Engineering & Physical Sciences > Aston Centre for Artifical Intelligence Research and Application
College of Engineering & Physical Sciences
College of Business and Social Sciences > Aston Business School > Operations & Information Management
College of Business and Social Sciences
College of Business and Social Sciences > Aston Business School
Aston University (General)
Event Title: The Spring Servitization Conference & Doctoral Symposium
Event Type: Other
Event Location: ZESS (Research Centre for the Engineering of Smart Product Service Systems)
Event Dates: 2026-05-18 - 2026-05-20
Last Modified: 24 Feb 2026 10:54
Date Deposited: 19 Feb 2026 09:56
PURE Output Type: Conference contribution
Published Date: 2026-02-17
Accepted Date: 2026-02-17
Authors: Fouad, Shereen (ORCID Profile 0000-0002-4965-7017)
Menon, Raveen
Adem, Anwar (ORCID Profile 0000-0002-6071-4975)
Baines, Tim (ORCID Profile 0000-0002-7518-2967)
Bigdeli, Ali (ORCID Profile 0000-0002-8128-0918)
Schroeder, Andreas
Driffield, Nigel
Battisti, Giuliana
Abdelhameed, Abdallah

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Version: Accepted Version

Access Restriction: Restricted to Repository staff only until 1 January 2050.


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