{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T19:54:46Z","timestamp":1765828486970,"version":"build-2065373602"},"reference-count":139,"publisher":"MDPI AG","issue":"11","license":[{"start":{"date-parts":[[2025,11,6]],"date-time":"2025-11-06T00:00:00Z","timestamp":1762387200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Wenzhou-Kean University 2023 Internal Faculty\/Staff Start-Up Research","award":["ISRG2023007"],"award-info":[{"award-number":["ISRG2023007"]}]},{"name":"Wenzhou-Kean University 2024 Internal Faculty\/Staff Research Support Programs","award":["IRSPC2024002"],"award-info":[{"award-number":["IRSPC2024002"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Systems"],"abstract":"<jats:p>This study investigates innovation performance through the lens of the Internet of Things (IoT) and in the context of supply chain globalization. For theoretical support this study employs dynamic capabilities theory; however, data analysis was performed using SPSS. Results demonstrate that IoT capabilities (i.e., smart environmental creation, data processing) have both direct and indirect relations with innovation performance. Perceived business force (competition and policies) and environmental uncertainty are both moderating variables in the proposed research framework, whereas supply chain integration and supply chain agility are demonstrated to be positive mediators between IoT and innovation performance. These results extend the application of dynamic capability theory in the context of the digital supply chain and offer actionable insights for managers seeking to leverage IoT capabilities to drive innovation under uncertain business environments.<\/jats:p>","DOI":"10.3390\/systems13110993","type":"journal-article","created":{"date-parts":[[2025,11,6]],"date-time":"2025-11-06T09:02:03Z","timestamp":1762419723000},"page":"993","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["From IoT Adoption to Innovation: Unpacking the Mediating Mechanisms of Supply Chain Integration and Agility"],"prefix":"10.3390","volume":"13","author":[{"given":"Farhan","family":"Khan","sequence":"first","affiliation":[{"name":"Faculty of New Commercial Science, Anhui Sanlian University, Hefei 230601, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0604-3103","authenticated-orcid":false,"given":"Kashif Ullah","family":"Khan","sequence":"additional","affiliation":[{"name":"College of Business and Public Management, Wenzhou-Kean University, Wenzhou 325015, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fouzia","family":"Atlas","sequence":"additional","affiliation":[{"name":"College of Business and Public Management, Wenzhou-Kean University, Wenzhou 325015, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2025,11,6]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"1562","DOI":"10.1080\/09537287.2022.2032450","article-title":"The impact of supply chain complexities on supply chain resilience: The mediating effect of big data analytics","volume":"34","author":"Iftikhar","year":"2023","journal-title":"Prod. 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