Journal
INDUSTRIAL MARKETING MANAGEMENT
Volume 95, Issue -, Pages 70-84Publisher
ELSEVIER SCIENCE INC
DOI: 10.1016/j.indmarman.2021.04.005
Keywords
Servitization; Topic modeling; Narratives; Literature review
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This study deconstructs the servitization body of knowledge through dynamic topic modeling, analyzing 550 research articles to reveal the impact of different research streams on the development of the domain and the subtle differences between them. It provides strategies for the future development of the field, facilitates the renewal of servitization-related research agenda, illustrates the role of DTM as an alternative tool for literature review, and supports the development of a common language for the servitization field.
The servitization domain consists of over three decades of multi-disciplinary research on service activities in industrial contexts. Servitization literature combines different research streams that share a set of critical concepts. Existing meta-analytical studies have organized information content of sub-streams, homogenized theoretical propositions, and concepts to discover shared patterns, and identified an implicit meta-narrative. This study reverses the meta-analysis direction to deconstruct the servitization body of knowledge using the dynamic topic modeling (DTM) methodology to analyze 550 research articles. DTM enables complex forms of content analysis that combine quantitative and qualitative analysis. The analysis demonstrates how these streams have informed the development of the servitization domain and shaped the collective construction of this body of knowledge. The contributions of this study are threefold. First, the study increases understanding of the conceptual dynamics and thematic trends within the servitization research domain and the nuances between the substreams. The study offers some strategies for the future development of the field, facilitating the renewal of the servitization-related research agenda. Second, it illustrates the role of DTM as an alternative tool for conducting a literature review. Finally, it supports the development of a common language for the servitization field, thereby reducing the entry barriers for new contributors and favoring the knowledge transfer to professionals.
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