{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T12:12:32Z","timestamp":1768565552523,"version":"3.49.0"},"reference-count":88,"publisher":"Emerald","issue":"4","license":[{"start":{"date-parts":[[2018,5,14]],"date-time":"2018-05-14T00:00:00Z","timestamp":1526256000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IMDS"],"published-print":{"date-parts":[[2018,5,14]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title><jats:p>The purpose of this paper is to extend prior supply chain research by describing the process of innovation knowledge increase in supply chain network. More specifically, this study investigates the role of network density, and views the knowledge increase as the process of knowledge diffusion and knowledge innovation.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title><jats:p>A multi-agent model, which demonstrates the process of knowledge increase in supply chain network, was established, and simulated by using NetLogo simulation platform.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Findings<\/jats:title><jats:p>The results indicate that the network density will promote the knowledge increase of the supply chain when it is high or low. In the meantime, these results show that the inhibition of knowledge diffusion and knowledge innovation will appear when network density is moderate.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title><jats:p>Although previous research has identified the importance of knowledge increase in promoting sustainable development of supply chain, far less attention was given to the study of the effect of network structure on the knowledge increase in supply chain. This study thus fulfills the research gap by providing a description of the process of knowledge increase with the consideration of network density. The conclusion is of great significance for the choice of network density for sustainable development of supply chain.<\/jats:p><\/jats:sec>","DOI":"10.1108\/imds-06-2017-0243","type":"journal-article","created":{"date-parts":[[2018,4,13]],"date-time":"2018-04-13T07:38:05Z","timestamp":1523605085000},"page":"873-888","source":"Crossref","is-referenced-by-count":26,"title":["Process of innovation knowledge increase in supply chain network from the perspective of sustainable development"],"prefix":"10.1108","volume":"118","author":[{"given":"Dan","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Ching-Hsin","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Dengpan","family":"Zheng","sequence":"additional","affiliation":[]},{"given":"Xianyun","family":"Yu","sequence":"additional","affiliation":[]}],"member":"140","reference":[{"issue":"5","key":"key2020092823583304900_ref001","first-page":"65","article-title":"Routines and transactive memory systems: 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