Abstract
Although interest in servitization is growing, researchers and practitioners lack a universally accepted approach to measure it in industrial firms. In this paper, we develop and empirically validate a comprehensive measurement approach to address this gap. We begin by defining servitization and critically reviewing existing measurement methods. We develop a three-test approach, refined through pre-pilot and pilot studies with industrial executives, followed by a nationwide survey of 701 firms. The approach captures three dimensions: revenue share between products and services, types of services offered, and revenue share from each service. This reduces construct ambiguity and supports more reliable empirical analysis and theory-building in business model innovation. We introduce 'servitization intensity' to quantify a firm’s service footprint and results confirm robustness and reveal variation in adoption. We propose a fourth test to capture scope of service offerings and provider responsibility to offer a richer and more accurate measurement of servitization.
| Original language | English |
|---|---|
| Number of pages | 22 |
| Journal | Production Planning and Control |
| Early online date | 20 Apr 2026 |
| DOIs | |
| Publication status | E-pub ahead of print - 20 Apr 2026 |
Bibliographical note
Copyright © 2026 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis GroupThis is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the author(s) or with their consent.
Funding
This work was supported by UKRI – Economic and Social Research Council (ESRC) Grants Ref ES/W010194/1, ‘Understanding how Servitization Can Impact UK Economic Productivity and Environmental Performance’, an Aston University and University of Warwick joint project. We would like to acknowledge Dr. Mustabsar Awais (University of Derby) for his early contributions to the development of this paper. We also thank other members of the project team - Prof. Nigel Driffield (University of Warwick), Prof. Giuliana Battisti (University of Warwick), Prof. Mirjam Roeder (Energy and Bioproducts Research Institute, Aston University), and Dr. Shereen Fouad (Aston University) - for their valuable feedback and insights throughout the research process.
| Funders | Funder number |
|---|---|
| ESRC | ES/W010194/1 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 9 Industry, Innovation, and Infrastructure
Keywords
- Servitization
- measurement
- survey
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