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.

Development of a universal approach for measuring servitization / Baines, Tim; Menon, Raveen R.; Bigdeli, Ali; Schroeder, Andreas; Adem, Anwar; Rathi, Dipti; Rapaccini, Mario; Raddats, Chris. - In: PRODUCTION PLANNING & CONTROL. - ISSN 0953-7287. - ELETTRONICO. - (2026), pp. 1-22. [10.1080/09537287.2026.2652938]

Development of a universal approach for measuring servitization

Rapaccini, Mario;
2026

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.
2026
1
22
Baines, Tim; Menon, Raveen R.; Bigdeli, Ali; Schroeder, Andreas; Adem, Anwar; Rathi, Dipti; Rapaccini, Mario; Raddats, Chris
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Utilizza questo identificatore per citare o creare un link a questa risorsa: https://hdl.handle.net/2158/1465952
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