چکیده:
The process of digitalization, also known as Industry 4.0, is affecting industries worldwide. It involves integrating manufacturing processes both vertically and horizontally. Digital platforms (DPs) are an example of digital technology that enables information integration, supports decision-making, and provides interoperability between various software and technologies while also enhancing visibility. This study suggests that the influence of digital platforms on organizations is tied to their digital culture. The data was gathered from 194 manufacturing companies, and structural equation modeling was utilized to test the hypotheses. Furthermore, it was discovered that Big Data Analytics (BDA) can enhance supply chain performance, but its lack of transparency can have various negative impacts. The research investigated the managerial aspects of BDA and focused on organizational capabilities, rather than technical or engineering ones. The objective was to determine how BDA capabilities can strengthen supply chain resilience and innovation, thus improving supply chain performance. The findings indicate that digital platforms have a positive and significant impact on supply chain capability. In addition, supply chain capability plays a key role in connecting digital platforms with operational performance. Furthermore, this study emphasizes the importance of digital culture as a contextual factor that helps explain the varying effects of digital platforms on firm performance. The study also found that BDA capabilities enhance supply chain performance by promoting resilience and innovation within the supply chain.
خلاصه ماشینی:
In addition, supply chain capability plays a key role in connecting digital platforms with operational performance.
Keywords: digitalization, supply chain, digital culture, big data, innovation, Operational performance.
The empirical research on digital culture is limited and has focused on the data-driven culture [19], the use of IT [20], and the intention to adopt internet-enabled supply chain management systems [21], big data analytics [22], and digital organizational culture [23].
Tuire Hautala-Kankaanpaa, (2022) focuses on the impact of digital platforms and supply chain capability on operational performance and tests the mediation effect of supply chain capability.
Further, the purpose is to examine the moderating effect of digital culture and sharpen our knowledge of how organizational culture as a contextual factor affects the firm’s digitalization and their results showed that, digital platforms positively and significantly affect supply chain capability.
Moreover, supply chain capability mediates the relation between digital platforms and operational performance.
By integrating big data analytics into their operations and supply chains, companies can better understand their customers, reduce service costs, manage risks effectively, and discover new revenue streams [39].
The research showed that the ability to use Big Data Analytics (BDA) had a notable and positive impact on Supply Chain (SC) resilience, innovation, and performance.
0, and operational performance: the mediating role of supply chain integration”, The International Journal of Logistics Management, Vol. 26, p.
F. (2021), “Smart supply chain and firm performance: the role of digital technologies”, Business Process Management Journal, Vol. 27 No. 5, pp.