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

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Bibliographic Details
Title: The Impact of IoT Usage on Big Data Analytics and Supply Chain Integration
Authors: Çiğdem Şemsettin, Yildiz Bülent, Meidute-Kavaliauskiene Ieva, Cincikaite Renata
Source: Studies in Business and Economics, Vol 20, Iss 1, Pp 19-42 (2025)
Publisher Information: Walter de Gruyter GmbH, 2025.
Publication Year: 2025
Subject Terms: HF5001-6182, technology-based production, internet of things technology, big data analytics, Business, supply chain integration
Description: 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.
Document Type: Article
Language: English
ISSN: 2344-5416
DOI: 10.2478/sbe-2025-0002
Access URL: https://doaj.org/article/05027befeb29492799fea1438024bfa8
Rights: CC BY NC ND
Accession Number: edsair.doi.dedup.....3c0b740ea66580f89a055340e85b51e6
Database: OpenAIRE
Description
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