{"id":4718,"date":"2026-05-08T09:45:37","date_gmt":"2026-05-08T07:45:37","guid":{"rendered":"https:\/\/imast.biz\/?post_type=pubblicazione&#038;p=4718"},"modified":"2026-05-08T09:45:37","modified_gmt":"2026-05-08T07:45:37","slug":"assessing-structural-changes-of-rd-collaboration-networks-through-social-network-analysis-a-case-study","status":"publish","type":"pubblicazione","link":"https:\/\/imast.biz\/en\/pubblicazione\/assessing-structural-changes-of-rd-collaboration-networks-through-social-network-analysis-a-case-study\/","title":{"rendered":"Assessing structural changes of R&#038;D collaboration networks through Social Network Analysis: a case study"},"content":{"rendered":"<p>By adopting a whole network perspective, the present study aims at describing systemic changes in the pattern of collaborative behaviours linking the organizations partaking in an Italian technological district. This methodology can be fruitfully employed to identify groups of organizations with similar behavioural patterns and to observe, in evolutionary terms, changes in the configuration of the collaboration network as a whole. The organizations within the TD are extremely heterogeneous as they include public and private research centres, firms, and local institutions sharing scientific research and technological interests. In Italy TDs are considered key drivers of innovation and growth, as well as a generators of competitiveness and inter-cluster cooperative projects. The investigation of the extent of the occurrence, outspread and stabilization of collaborative relationships is relevant insofar as it provides a measure of the systemic effects of innovation policies.<\/p>\n","protected":false},"template":"","meta":{"_acf_changed":false},"class_list":["post-4718","pubblicazione","type-pubblicazione","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Assessing structural changes of R&amp;D collaboration networks through Social Network Analysis: a case study | IMAST<\/title>\n<meta name=\"robots\" content=\"noindex, follow\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Assessing structural changes of R&amp;D collaboration networks through Social Network Analysis: a case study | IMAST\" \/>\n<meta property=\"og:description\" content=\"By adopting a whole network perspective, the present study aims at describing systemic changes in the pattern of collaborative behaviours linking the organizations partaking in an Italian technological district. This methodology can be fruitfully employed to identify groups of organizations with similar behavioural patterns and to observe, in evolutionary terms, changes in the configuration of [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/imast.biz\/en\/pubblicazione\/assessing-structural-changes-of-rd-collaboration-networks-through-social-network-analysis-a-case-study\/\" \/>\n<meta property=\"og:site_name\" content=\"IMAST\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/imast.biz\\\/en\\\/pubblicazione\\\/assessing-structural-changes-of-rd-collaboration-networks-through-social-network-analysis-a-case-study\\\/\",\"url\":\"https:\\\/\\\/imast.biz\\\/en\\\/pubblicazione\\\/assessing-structural-changes-of-rd-collaboration-networks-through-social-network-analysis-a-case-study\\\/\",\"name\":\"Assessing structural changes of R&D collaboration networks through Social Network Analysis: a case study | IMAST\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/imast.biz\\\/en\\\/#website\"},\"datePublished\":\"2026-05-08T07:45:37+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/imast.biz\\\/en\\\/pubblicazione\\\/assessing-structural-changes-of-rd-collaboration-networks-through-social-network-analysis-a-case-study\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/imast.biz\\\/en\\\/pubblicazione\\\/assessing-structural-changes-of-rd-collaboration-networks-through-social-network-analysis-a-case-study\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/imast.biz\\\/en\\\/pubblicazione\\\/assessing-structural-changes-of-rd-collaboration-networks-through-social-network-analysis-a-case-study\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/imast.biz\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Assessing structural changes of R&#038;D collaboration networks through Social Network Analysis: a case study\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/imast.biz\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/imast.biz\\\/en\\\/\",\"name\":\"IMAST\",\"description\":\"Distretto tecnologico per l&#039;ingegneria dei materiali polimerici e compositi e strutture\",\"publisher\":{\"@id\":\"https:\\\/\\\/imast.biz\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/imast.biz\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/imast.biz\\\/en\\\/#organization\",\"name\":\"IMAST\",\"url\":\"https:\\\/\\\/imast.biz\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/imast.biz\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/imast.biz\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/logo-imast.png\",\"contentUrl\":\"https:\\\/\\\/imast.biz\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/logo-imast.png\",\"width\":600,\"height\":257,\"caption\":\"IMAST\"},\"image\":{\"@id\":\"https:\\\/\\\/imast.biz\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Assessing structural changes of R&D collaboration networks through Social Network Analysis: a case study | IMAST","robots":{"index":"noindex","follow":"follow"},"og_locale":"en_US","og_type":"article","og_title":"Assessing structural changes of R&D collaboration networks through Social Network Analysis: a case study | IMAST","og_description":"By adopting a whole network perspective, the present study aims at describing systemic changes in the pattern of collaborative behaviours linking the organizations partaking in an Italian technological district. 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