{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,2]],"date-time":"2025-08-02T17:25:52Z","timestamp":1754155552007,"version":"3.41.2"},"reference-count":44,"publisher":"Emerald","issue":"5","license":[{"start":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T00:00:00Z","timestamp":1706745600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["K"],"published-print":{"date-parts":[[2025,3,19]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title><jats:p>Currently, China\u2019s manufacturing industry chain still faces the danger of chain breakage due to the persistent \u201clack of technology\u201d issue. The definition and detection of key nodes in the industry chain are significant to the enhancement of the stability of the industry chain. Therefore, detecting the key nodes in the manufacturing industry chain is necessary.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title><jats:p>A complex network based on the links amongst listed manufacturing enterprises is built, and the authors analyse the network\u2019s basic characteristics and vulnerability, taking into account the impact of scientific and technological innovation on the stability of the industry chain.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Findings<\/jats:title><jats:p>It is found that the high structural characteristic of midstream nodes in the naval architecture and marine engineering equipment industry chain determines their importance to stability, and the key status of upstream nodes is reflected in the weakness of technological innovation. The upstream nodes should focus on improving their independent innovation and R&amp;D capability, whilst the midstream nodes should maintain a close supply\u2013demand cooperation relationship.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title><jats:p>The key node detection model for industry chain stability is constructed by considering various factors from the perspective of network and technological innovation. Empirical study is conducted to verify effectiveness of proposed method.<\/jats:p><\/jats:sec>","DOI":"10.1108\/k-08-2023-1619","type":"journal-article","created":{"date-parts":[[2024,1,31]],"date-time":"2024-01-31T20:55:43Z","timestamp":1706734543000},"page":"2892-2915","source":"Crossref","is-referenced-by-count":3,"title":["Detection model for key nodes of\u00a0manufacturing industry chain stability under complex networks: a naval architecture and marine engineering equipment industry chain 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