{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T13:24:09Z","timestamp":1774358649971,"version":"3.50.1"},"reference-count":102,"publisher":"Emerald","issue":"1","license":[{"start":{"date-parts":[[2017,2,13]],"date-time":"2017-02-13T00:00:00Z","timestamp":1486944000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JKM"],"published-print":{"date-parts":[[2017,2,13]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title><jats:p>The purpose of this paper is to provide a theoretical framework of how knowledge management (KM) systems can facilitate the incorporation of big data into strategic decisions. Advanced analytics are becoming increasingly critical in making strategic decisions in any organization from the private to public sectors and from for-profit companies to not-for-profit organizations. Despite the growing importance of capturing, sharing and implementing people\u2019s knowledge in organizations, it is still unclear how big data and the need for advanced analytics can inform and, if necessary, reform the design and implementation of KM systems.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title><jats:p>To address this gap, a combined approach has been applied. The KM and data analysis systems implemented by companies were analyzed, and the analysis was complemented by a review of the extant literature.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Findings<\/jats:title><jats:p>Four types of data-based decisions and a set of ground rules are identified toward enabling KM systems to handle big data and advanced analytics.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Practical implications<\/jats:title><jats:p>The paper proposes a practical framework that takes into account the diverse combinations of data-based decisions. Suggestions are provided about how KM systems can be reformed to facilitate the incorporation of big data and advanced analytics into organizations\u2019 strategic decision-making.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title><jats:p>This is the first typology of data-based decision-making considering advanced analytics.<\/jats:p><\/jats:sec>","DOI":"10.1108\/jkm-07-2015-0293","type":"journal-article","created":{"date-parts":[[2017,3,7]],"date-time":"2017-03-07T05:55:26Z","timestamp":1488866126000},"page":"71-91","source":"Crossref","is-referenced-by-count":112,"title":["Information and reformation in KM systems: big data and strategic decision-making"],"prefix":"10.1108","volume":"21","author":[{"given":"Ali","family":"Intezari","sequence":"first","affiliation":[]},{"given":"Simone","family":"Gressel","sequence":"additional","affiliation":[]}],"member":"140","reference":[{"issue":"1","key":"key2020120921223719700_ref001","first-page":"3","article-title":"From data to wisdom","volume":"16","year":"1989","journal-title":"Journal of Applied Systems Analysis"},{"issue":"3","key":"key2020120921223719700_ref002","doi-asserted-by":"crossref","first-page":"443","DOI":"10.1287\/isre.2014.0546","article-title":"Editorial \u2013 big data, data science, and analytics: the opportunity and challenge for IS research","volume":"25","year":"2014","journal-title":"Information Systems Research"},{"issue":"1","key":"key2020120921223719700_ref003","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1002\/smj.2086","article-title":"Performance impact of middle managers\u2019 adaptive strategy implementation: the role of social capital","volume":"35","year":"2014","journal-title":"Strategic Management Journal"},{"issue":"5","key":"key2020120921223719700_ref004","first-page":"479","article-title":"Literature review of interactive cross language information retrieval tools","volume":"9","year":"2012","journal-title":"International Arab Journal of Information Technology"},{"issue":"1","key":"key2020120921223719700_ref005","first-page":"107","article-title":"Review: knowledge management and knowledge management systems","volume":"25","year":"2001","journal-title":"Conceptual Foundations and Research Issues"},{"issue":"1","key":"key2020120921223719700_ref006","doi-asserted-by":"crossref","first-page":"123","DOI":"10.2307\/256633","article-title":"Distinguishing the effects of functional and dysfunctional conflict on strategic decision making: resolving a paradox for top management teams","volume":"39","year":"1996","journal-title":"Academy of Management Journal"},{"key":"key2020120921223719700_ref007","doi-asserted-by":"crossref","first-page":"2423","DOI":"10.4018\/978-1-59904-933-5.ch200","article-title":"Reserve Bank of New Zealand: journey towards knowledge management","volume-title":"Knowledge Management: Concepts, Methodologies, Tools And Applications, Information Science Reference","year":"2008"},{"issue":"10","key":"key2020120921223719700_ref008","first-page":"78","article-title":"Making advanced analytics work for you","volume":"90","year":"2012","journal-title":"Harvard Business Review"},{"issue":"11","key":"key2020120921223719700_ref009","doi-asserted-by":"crossref","first-page":"1107","DOI":"10.1002\/smj.343","article-title":"Strategic decision speed and firm performance","volume":"24","year":"2003","journal-title":"Strategic Management Journal"},{"key":"key2020120921223719700_ref010","unstructured":"Baur, A.W., Lipenkova, J., B\u00fchler, J. and Bick, M. 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