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, T., Menon, R.R., Bigdeli, A., Schroeder, A., Adem, A., Rathi, D., Rapaccini, M., Raddats, C.. - 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.| File | Dimensione | Formato | |
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Development of a universal approach for measuring servitization.pdf
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