{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T22:29:25Z","timestamp":1773700165480,"version":"3.50.1"},"reference-count":51,"publisher":"Emerald","issue":"3","license":[{"start":{"date-parts":[[2022,2,3]],"date-time":"2022-02-03T00:00:00Z","timestamp":1643846400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["AJIM"],"published-print":{"date-parts":[[2022,5,16]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title><jats:p>This study aimed to present a model for open-data management for developing innovative information flow in Iranian knowledge-based companies (businesses).<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title><jats:p>The method was mixed (qualitative-quantitative) and data collection tools were interview and questionnaire. The qualitative part was done to identify the influential components in open data management (ecosystem) using the grounded theory method. A questionnaire was developed based on the results of the qualitative section and the theoretical foundations, and the quantitative section was conducted by analytical survey method and the model was extracted using factor analysis and the integration of the qualitative section.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Findings<\/jats:title><jats:p>Seven categories of entrepreneurial incentives, sustainable value, innovative features, challenges and barriers, actors, business model and requirements are the main categories that should be considered in open data management (ecosystem) with all categories of research have a significant relationship with open data management.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title><jats:p>The study focused on open data management from an innovation paradigm perspective and its role in developing innovative information flow. The study aimed to identify the key components of the open data ecosystem, open-data value creation, and the need to use the \u201copen data\u201d approach to develop data-driven and knowledge-based businesses in Iran\u2013an emerging approach largely ignored.<\/jats:p><\/jats:sec>","DOI":"10.1108\/ajim-07-2021-0186","type":"journal-article","created":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T10:18:38Z","timestamp":1643710718000},"page":"458-494","source":"Crossref","is-referenced-by-count":8,"title":["Presenting an open data management (ecosystem) model with developing innovative information flow approach in\u00a0Iranian knowledge-based companies"],"prefix":"10.1108","volume":"74","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7484-9344","authenticated-orcid":false,"given":"Omm Al-Banin","family":"Feyzbakhsh","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0247-6614","authenticated-orcid":false,"given":"Fahimeh","family":"Babalhavaeji","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0567-1642","authenticated-orcid":false,"given":"Navid","family":"Nezafati","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2320-7023","authenticated-orcid":false,"given":"Nadjla","family":"Hariri","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8241-3954","authenticated-orcid":false,"given":"Fatemeh","family":"Nooshinfard","sequence":"additional","affiliation":[]}],"member":"140","published-online":{"date-parts":[[2022,2,3]]},"reference":[{"issue":"2","key":"key2022051813320087100_ref001","first-page":"1","article-title":"This is what modern deregulation looks like: co-optation and contestation in the shaping of the UK's Open Government Data Initiative","volume":"8","year":"2012","journal-title":"The Journal of Community Informatics"},{"key":"key2022051813320087100_ref002","volume-title":"Re-using Open Data. 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