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Keywords: Digitalization
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Journal Articles
Industrial Management & Data Systems (2026) 126 (2): 467–491.
Published: 01 August 2025
...Saša Petković; Dragana Radicic Purpose This study aims to investigate individual and joint effects of digitalization and inbound open innovation (OI) on technological (product and process) innovations in German firms. In particular, two specific forms of digitalization are considered – artificial...
Journal Articles
Industrial Management & Data Systems (2025) 125 (5): 1822–1843.
Published: 17 March 2025
...Wei Yang; Zeze Song; Yin Zhou; Lulu Cheng Purpose Digitalization presents both opportunities and challenges for collaborative innovation within supply chains (SCs). Based on resource dependence theory (RDT), this study examines the underlying mechanisms of digitalization and innovation performance...
Journal Articles
Industrial Management & Data Systems (2025) 125 (1): 143–167.
Published: 09 October 2024
... as a severe agency problem affecting firm resilience. Further, we find that managerial myopia and digitalization diminish the negative effect, while customer instability exacerbates it. Originality/value This study contributes to the literature on the organizational resilience of manufacturing firms...
Journal Articles
Industrial Management & Data Systems (2025) 125 (1): 119–142.
Published: 01 October 2024
...Meng Tian; Wei Huang; Chuan Hu Purpose Building on the value chain model, this study develops a theoretical framework to illustrate the associations between digitalization and firms’ value chain activities from three typical dimensions including R&D investment, manufacturing cost efficiency...
Journal Articles
Industrial Management & Data Systems (2021) 121 (9): 1997–2025.
Published: 02 September 2021
... parameters, which are originated from a complex, ambiguous and inconsistent decision-making environment. Arguably, supply chain management is fronting the next industrial revolution, which is named industry 4.0, due to the fast advance of digitalization. Considering the latter's rapid growth, current...
Journal Articles
Industrial Management & Data Systems (2021) 121 (11): 2298–2317.
Published: 19 July 2021
...Shaohua Song; Xianliang Shi; Guang Song; Fahian Anisul Huq Purpose Supply chain integration (SCI) is key to implementing omni-channel retailing (OCR) strategy. In this paper, the authors explore the role of digitalization as a driver of SCI, as well the role of human capital (HC) in digitalization...
Journal Articles
Industrial Management & Data Systems (2021) 121 (1): 65–85.
Published: 20 October 2020
...Joseph Sarkis; Mahtab Kouhizadeh; Qingyun Serena Zhu Purpose This study provides a reflective overview on the role of traditional and emergent digitalization and information technologies for leveraging environmental supply chain sustainability – while reflecting on potential trade-offs...

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