THE NEXUS OF BIG DATA ANALYTICS, KNOWLEDGE SHARING, AND PRODUCT INNOVATION IN MANUFACTURING
Yazarlar (4)
Doç. Dr. Bülent YILDIZ Kastamonu Üniversitesi, Türkiye
Doç. Dr. Şemsettin Çiğdem Gaziantep Üniversitesi, Türkiye
Ieva Meidute-Kavaliauskiene
Vilniaus Gedimino Technikos Universitetas, Litvanya
Vilniaus Gedimino Technikos Universitetas, Litvanya
Renata Cincikaite Vilniaus Gedimino Technikos Universitetas, Litvanya
| Makale Türü |
Özgün Makale
(SSCI, AHCI, SCI, SCI-Exp dergilerinde yayınlanan tam makale)
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| Dergi Adı | Journal of Business Economics and Management (Q1) | ||
| Dergi ISSN | 1611-1699 Wos Dergi Scopus Dergi | ||
| Dergi Tarandığı Indeksler | SSCI | ||
| Makale Dili | İngilizce | Basım Tarihi | 01-2024 |
| Kabul Tarihi | 23-05-2023 | Yayınlanma Tarihi | 26-01-2024 |
| Cilt / Sayı / Sayfa | 25 / 1 / 66–84 | DOI | 10.3846/jbem.2024.20713 |
| Makale Linki | https://journals.vilniustech.lt/index.php/JBEM/issue/view/1317 | ||
| Özet |
| In today's highly competitive business environments, manufacturers face stiff competition. As digital technologies have become more pervasive, many businesses in the manufacturing sector have begun to tap into the potential of big data analytics to gain an edge in their markets. Companies in the manufacturing sector can gain a significant competitive advantage by strategically utilizing big data analytics to uncover profound insights that have the potential to significantly enhance their capabilities in product innovation. This research delves into communication's role as a go-between for big data analytics and product innovations' success at manufacturing firms. The validity and reliability of the measurement scales were first thoroughly examined in this study. The research model was then tested using structural equation modeling and process macro analysis. The analytical findings unveil those big data analytics exert a pronounced, positive, and statistically significant impact on product innovation performance and information-sharing dynamics. Furthermore, it is discerned that information-sharing exerts a substantial and affirmative influence on the capacity for product innovation. Additionally, it is established that the impact of big data analytics on product innovation performance undergoes moderation by the information-sharing mechanism. |
| Anahtar Kelimeler |
| analytics-driven innovation | big data analytics | data analytics in manufacturing | information sharing | innovation performance | product innovation |
BM Sürdürülebilir Kalkınma Amaçları
| Atıf Sayıları | |
| Web of Science | 7 |
| Scopus | 9 |
| Google Scholar | 13 |