In EDS ansehen

The Impact of IoT Usage on Big Data Analytics and Supply Chain Integration

Gespeichert in:
Bibliographische Detailangaben
Titel: The Impact of IoT Usage on Big Data Analytics and Supply Chain Integration
Autoren: Çiğdem Şemsettin, Yildiz Bülent, Meidute-Kavaliauskiene Ieva, Cincikaite Renata
Quelle: Studies in Business and Economics, Vol 20, Iss 1, Pp 19-42 (2025)
Verlagsinformationen: Walter de Gruyter GmbH, 2025.
Publikationsjahr: 2025
Schlagwörter: HF5001-6182, technology-based production, internet of things technology, big data analytics, Business, supply chain integration
Beschreibung: As industrial organizations use more technology, systems’ data production capacities improve. Thus, big data analytics (BDA) is becoming more critical. BDA and supply chain integration (SCI) require IoT technology to gather, transmit, and process enormous amounts of real-time data from multiple sources. Because IoT devices are equipped with sensors and actuators that collect and share data from the physical world, these devices generate large amounts of data regarding product movement within the supply chain, environmental conditions, equipment status, etc. These data serve as a valuable source of information for BDA. Additionally, IoT devices facilitate communication and collaboration between different supply chain components. Suppliers, manufacturers, distributors, and retailers can share real-time data to coordinate operations and respond quickly and efficiently to changes. This affects SCI positively. In this context, this study investigated the impact of manufacturing companies’ use of IoT technology on their BDA capacity and SCI. As a result of the structural equation model analysis, it was found that the use of IoT technology positively affects BDA capacity and SCI. It has been determined that BDA capacity has a significant positive effect on SCI. According to the research results, suggestions were made to companies and researchers.
Publikationsart: Article
Sprache: English
ISSN: 2344-5416
DOI: 10.2478/sbe-2025-0002
Zugangs-URL: https://doaj.org/article/05027befeb29492799fea1438024bfa8
Rights: CC BY NC ND
Dokumentencode: edsair.doi.dedup.....3c0b740ea66580f89a055340e85b51e6
Datenbank: OpenAIRE
Beschreibung
Abstract:As industrial organizations use more technology, systems’ data production capacities improve. Thus, big data analytics (BDA) is becoming more critical. BDA and supply chain integration (SCI) require IoT technology to gather, transmit, and process enormous amounts of real-time data from multiple sources. Because IoT devices are equipped with sensors and actuators that collect and share data from the physical world, these devices generate large amounts of data regarding product movement within the supply chain, environmental conditions, equipment status, etc. These data serve as a valuable source of information for BDA. Additionally, IoT devices facilitate communication and collaboration between different supply chain components. Suppliers, manufacturers, distributors, and retailers can share real-time data to coordinate operations and respond quickly and efficiently to changes. This affects SCI positively. In this context, this study investigated the impact of manufacturing companies’ use of IoT technology on their BDA capacity and SCI. As a result of the structural equation model analysis, it was found that the use of IoT technology positively affects BDA capacity and SCI. It has been determined that BDA capacity has a significant positive effect on SCI. According to the research results, suggestions were made to companies and researchers.
ISSN:23445416
DOI:10.2478/sbe-2025-0002