{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T09:35:35Z","timestamp":1780479335230,"version":"3.54.1"},"reference-count":105,"publisher":"Emerald","issue":"2","license":[{"start":{"date-parts":[[2022,11,2]],"date-time":"2022-11-02T00:00:00Z","timestamp":1667347200000},"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":[[2023,2,27]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title><jats:p>This study aims to analyze the mediating role of data analytics management capability (DAMC)\u00a0in the relationship between supply chain integration (SCI) and supply chain agility, adaptability and alignment (Triple-A). It also studies the role of Triple-A supply chains in performance improvement. We develop and present a model based on our proposition and informed by the dynamic capabilities perspective.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title><jats:p>The authors employ meta-analytic structural equation modeling to test the proposed model by analyzing reported statistics of 117 published studies.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Findings<\/jats:title><jats:p>This study\u2019s results describe why some prior research findings are contradictory. For example, researchers have posited mixed findings on the impact of SCI on agility. The results show that SCI and agility do not have a significant direct association, and DAMC mediates their indirect relationship.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title><jats:p>The impact of SCI on performance is debatable. SCI permits access to shared resources for competitive advantage; conversely, SCI-induced rigidity may reduce supply chain agility and adaptability. Informed by dynamic capabilities theory, the authors demonstrate that DAMC positively mediates the impact of SCI on performance.<\/jats:p><\/jats:sec>","DOI":"10.1108\/imds-03-2022-0167","type":"journal-article","created":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T07:47:27Z","timestamp":1667288847000},"page":"534-555","source":"Crossref","is-referenced-by-count":21,"title":["Data analytics dynamic capabilities for Triple-A supply chains"],"prefix":"10.1108","volume":"123","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8353-4320","authenticated-orcid":false,"given":"Mohammad","family":"Daneshvar Kakhki","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0082-6630","authenticated-orcid":false,"given":"Alan","family":"Rea","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4153-8398","authenticated-orcid":false,"given":"Mehdi","family":"Deiranlou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"140","published-online":{"date-parts":[[2022,11,2]]},"reference":[{"issue":"2","key":"key2023100210212329000_ref001","first-page":"129","article-title":"The strategic supplier partnership in a supply chain management with quality and business performance","volume":"1","year":"2008","journal-title":"International Journal of Business and Management Science"},{"key":"key2023100210212329000_ref002","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1016\/j.ijpe.2016.08.018","article-title":"How to improve firm performance using big data analytics capability and business strategy alignment?","volume":"182","year":"2016","journal-title":"International Journal of Production Economics"},{"issue":"3","key":"key2023100210212329000_ref003","doi-asserted-by":"crossref","first-page":"999","DOI":"10.5267\/j.uscm.2022.2.013","article-title":"Exploring nexus among big data analytic capability and organizational performance through mediation of supply chain agility","volume":"10","year":"2022","journal-title":"Uncertain Supply Chain Management"},{"key":"key2023100210212329000_ref004","unstructured":"AMA (2020), \u201cGlobal supply chain analytics market\u201d, available at: https:\/\/www.advancemarketanalytics.com\/reports\/2882-global-supply-chain-analytics-market-1"},{"issue":"2","key":"key2023100210212329000_ref005","doi-asserted-by":"crossref","first-page":"316","DOI":"10.1016\/j.ijpe.2008.05.011","article-title":"Supply chain coordination: perspectives, empirical studies and research directions","volume":"115","year":"2008","journal-title":"International Journal of Production Economics"},{"key":"key2023100210212329000_ref006","doi-asserted-by":"crossref","unstructured":"Arshinder, K., Kanda, A. and Deshmukh, S.G. (2011), \u201cA review on supply chain coordination: coordination mechanisms, managing uncertainty and research directions\u201d, in, Choi, T.-M. and Cheng, T.C.E. (Eds), Supply Chain Coordination under Uncertainty, Springer, Berlin, Heidelberg, pp.\u00a039-82.","DOI":"10.1007\/978-3-642-19257-9_3"},{"key":"key2023100210212329000_ref007","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.ijinfomgt.2018.12.005","article-title":"The role of business analytics capabilities in bolstering firms' agility and performance","volume":"47","year":"2019","journal-title":"International Journal of Information Management"},{"key":"key2023100210212329000_ref008","doi-asserted-by":"crossref","first-page":"252","DOI":"10.1016\/j.ijpe.2017.01.007","article-title":"Assessment of supply chain integration and performance relationships: a meta-analytic investigation of the literature","volume":"185","year":"2017","journal-title":"International Journal of Production Economics"},{"issue":"1","key":"key2023100210212329000_ref097","first-page":"2631","article-title":"Big data analytics capability and supply chain performance: the mediating roles of supply chain resilience and innovation","volume":"4","year":"2022","journal-title":"Modern Supply Chain Research and Applications"},{"issue":"3","key":"key2023100210212329000_ref101","doi-asserted-by":"crossref","first-page":"275","DOI":"10.1108\/01443579910249714","article-title":"Measuring supply chain performance","volume":"19","year":"1999","journal-title":"International Journal of Operations and Production Management"},{"issue":"4","key":"key2023100210212329000_ref009","doi-asserted-by":"crossref","first-page":"1137","DOI":"10.2307\/2118383","article-title":"The division of labor, coordination costs, and knowledge","volume":"107","year":"1992","journal-title":"Quarterly Journal of Economic"},{"key":"key2023100210212329000_ref104","doi-asserted-by":"crossref","first-page":"378","DOI":"10.1016\/j.jbusres.2022.05.009","article-title":"Role of big data analytics capabilities to improve sustainable competitive advantage of MSME service firms during COVID-19\u2013a multi-theoretical approach","volume":"148","year":"2022","journal-title":"Journal of Business Research"},{"key":"key2023100210212329000_ref010","first-page":"1","article-title":"Exploring data-driven innovation: what\u2019s missing in the relationship between big data analytics capabilities and supply chain innovation?","year":"2022","journal-title":"Annals of Operations Research"},{"issue":"2","key":"key2023100210212329000_ref011","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1016\/j.jom.2008.09.006","article-title":"The organizational antecedents of a firm's supply chain agility for risk mitigation and response","volume":"27","year":"2009","journal-title":"Journal of Operations Management"},{"key":"key2023100210212329000_ref012","first-page":"15","article-title":"Revisiting the interplay between contractual and relational governance: a qualitative and meta-analytic investigation","volume":"3334","year":"2015","journal-title":"Journal of Operations Management"},{"issue":"01","key":"key2023100210212329000_ref013","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1142\/S0219622013500016","article-title":"Business analytics for supply chain: a dynamic-capabilities framework","volume":"12","year":"2013","journal-title":"International Journal of Information Technology and Decision Making"},{"issue":"4","key":"key2023100210212329000_ref107","doi-asserted-by":"crossref","first-page":"976","DOI":"10.1287\/isre.2013.0500","article-title":"Information technology competencies, organizational agility, and firm performance: enabling and facilitating roles","volume":"24","year":"2013","journal-title":"Information Systems Research"},{"issue":"5","key":"key2023100210212329000_ref015","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1080\/09537287.2019.1639839","article-title":"Insights from big data analytics in supply chain management: an all-inclusive literature review using the SCOR model","volume":"31","year":"2020","journal-title":"Production Planning and Control"},{"issue":"3","key":"key2023100210212329000_ref016","first-page":"551","article-title":"Influence of intellectual capital and integration on operational performance: big data analytical capability perspectives","volume":"16","year":"2021","journal-title":"Chinese Management Studies"},{"issue":"Article 1521","key":"key2023100210212329000_ref017","first-page":"1","article-title":"metaSEM: an R package for meta-analysis using structural equation modeling","volume":"5","year":"2015","journal-title":"Frontiers in Psychology"},{"issue":"3","key":"key2023100210212329000_ref018","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1080\/17437199.2017.1343678","article-title":"Applications of meta-analytic structural equation modelling in health psychology: examples, issues, and recommendations","volume":"11","year":"2017","journal-title":"Health Psychology Review"},{"issue":"1","key":"key2023100210212329000_ref019","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1108\/01443571211195736","article-title":"An empirical investigation of the impact of strategic sourcing and flexibility on firm's supply chain agility","volume":"32","year":"2012","journal-title":"International Journal of Operations and Production Management"},{"key":"key2023100210212329000_ref020","doi-asserted-by":"crossref","first-page":"386","DOI":"10.1016\/j.tre.2016.11.006","article-title":"Incorporating social media observations and bounded rationality into fashion quick response supply chains in the big data era","volume":"114","year":"2018","journal-title":"Transportation Research Part E: Logistics and Transportation Review"},{"issue":"5","key":"key2023100210212329000_ref021","doi-asserted-by":"crossref","first-page":"637","DOI":"10.1016\/j.jom.2005.07.002","article-title":"The supply base and its complexity: implications for transaction costs, risks, responsiveness, and innovation","volume":"24","year":"2006","journal-title":"Journal of Operations Management"},{"issue":"23-24","key":"key2023100210212329000_ref022","doi-asserted-by":"crossref","first-page":"6788","DOI":"10.1080\/00207543.2012.761362","article-title":"Flexibility and complexity: is it a trade-off?","volume":"51","year":"2013","journal-title":"International Journal of Production Research"},{"issue":"15-16","key":"key2023100210212329000_ref023","doi-asserted-by":"crossref","first-page":"5318","DOI":"10.1080\/00207543.2019.1570376","article-title":"Information systems for supply chain management: a systematic literature analysis","volume":"57","year":"2019","journal-title":"International Journal of Production Research"},{"issue":"1","key":"key2023100210212329000_ref024","first-page":"1","article-title":"Value-based view of firms enabled by data analytics: aligning suppliers for customer value creation","volume":"16","year":"2022","journal-title":"Enterprise Information Systems"},{"issue":"1","key":"key2023100210212329000_ref025","first-page":"16","article-title":"A virtual supply chain system for improved information sharing and decision making","volume":"5","year":"2018","journal-title":"International Journal of Business Analytics (IJBAN)"},{"issue":"1","key":"key2023100210212329000_ref026","first-page":"6","article-title":"Toward an understanding of big data analytics and competitive performance","volume":"33","year":"2021","journal-title":"Scandinavian Journal of Information Systems"},{"issue":"5","key":"key2023100210212329000_ref027","doi-asserted-by":"crossref","first-page":"563","DOI":"10.1016\/j.jom.2005.09.003","article-title":"Supplier integration\u2014finding an optimal configuration","volume":"24","year":"2006","journal-title":"Journal of Operations Management"},{"key":"key2023100210212329000_ref028","volume-title":"Competing on Analytics: The New Science of Winning","year":"2007"},{"issue":"1","key":"key2023100210212329000_ref029","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1108\/IJOPM-04-2016-0173","article-title":"Supply chain agility, adaptability and alignment","volume":"38","year":"2018","journal-title":"International Journal of Operations and Production Management"},{"key":"key2023100210212329000_ref031","first-page":"1","article-title":"Big data analytics and artificial intelligence pathway to operational performance under the effects of entrepreneurial orientation and environmental dynamism: a study of manufacturing organisations","volume":"226","year":"2020","journal-title":"International Journal of Production Economics"},{"issue":"1","key":"key2023100210212329000_ref032","doi-asserted-by":"crossref","first-page":"110","DOI":"10.1080\/00207543.2019.1582820","article-title":"Empirical investigation of data analytics capability and organizational flexibility as complements to supply chain resilience","volume":"59","year":"2021","journal-title":"International Journal of Production Research"},{"key":"key2023100210212329000_ref033","article-title":"Linkages between big data analytics, circular economy, sustainable supply chain flexibility, and sustainable performance in manufacturing firms","year":"2021","journal-title":"International Journal of Production Research"},{"issue":"2","key":"key2023100210212329000_ref099","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/S0272-6963(00)00055-3","article-title":"Arcs of integration: an international study of supply chain strategies","volume":"19","year":"2001","journal-title":"Journal of Operations Management"},{"key":"key2023100210212329000_ref034","unstructured":"Galliers, R.D. (2007), \u201cStrategizing for agility: confronting information\u201d, in, DeSouz, K. (Ed.), Agile Information Systems, Vol.\u00a01. Elsevier, Burlington, MA."},{"issue":"4","key":"key2023100210212329000_ref035","doi-asserted-by":"crossref","first-page":"1059","DOI":"10.25300\/MISQ\/2014\/38.4.10","article-title":"Looking toward the future of IT-business strategic alignment through the past: a meta-analysis","volume":"38","year":"2014","journal-title":"MIS Quarterly"},{"issue":"September","key":"key2023100210212329000_ref036","first-page":"95","article-title":"Increasing firm agility through the use of data analytics: the role of fit","volume":"101","year":"2017","journal-title":"Decision Support Systems"},{"issue":"2","key":"key2023100210212329000_ref037","doi-asserted-by":"crossref","first-page":"388","DOI":"10.1080\/07421222.2018.1451951","article-title":"Creating strategic business value from big data analytics: a research framework","volume":"35","year":"2018","journal-title":"Journal of Management Information Systems"},{"issue":"1","key":"key2023100210212329000_ref038","doi-asserted-by":"crossref","first-page":"531","DOI":"10.5465\/19416520.2012.691646","article-title":"The two facets of collaboration: cooperation and coordination in strategic alliances","volume":"6","year":"2012","journal-title":"Academy of Management Annals"},{"issue":"2","key":"key2023100210212329000_ref039","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1016\/j.ejor.2003.08.016","article-title":"Information systems in supply chain integration and management","volume":"159","year":"2004","journal-title":"European Journal of Operational Research"},{"issue":"10","key":"key2023100210212329000_ref040","doi-asserted-by":"crossref","first-page":"997","DOI":"10.1002\/smj.332","article-title":"The dynamic resource-based view: capability lifecycles","volume":"24","year":"2003","journal-title":"Strategic Management Journal"},{"issue":"3","key":"key2023100210212329000_ref041","doi-asserted-by":"crossref","first-page":"449","DOI":"10.2307\/1556404","article-title":"Partner selection in emerging and developed market contexts: resource-based and organizational learning perspectives","volume":"43","year":"2000","journal-title":"Academy of Management Journal"},{"issue":"1","key":"key2023100210212329000_ref042","first-page":"1","article-title":"Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives","volume":"6","year":"1999","journal-title":"Structural Equation\u00a0Modeling: A\u00a0Multidisciplinary Journal"},{"issue":"10","key":"key2023100210212329000_ref043","doi-asserted-by":"crossref","first-page":"1035","DOI":"10.1002\/smj.627","article-title":"Strategic supply chain management: improving performance through a culture of competitiveness and knowledge development","volume":"28","year":"2007","journal-title":"Strategic Management Journal"},{"key":"key2023100210212329000_ref044","doi-asserted-by":"crossref","first-page":"118","DOI":"10.1016\/j.ijpe.2018.08.032","article-title":"Impact of supply chain risk on agility performance: mediating role of supply chain integration","volume":"205","year":"2018","journal-title":"International Journal of Production Economics"},{"key":"key2023100210212329000_ref045","volume-title":"Methods for Meta-Analytic Structural Equation Modelling","year":"2015"},{"key":"key2023100210212329000_ref105","article-title":"Investigating the influence of big data analytics capabilities and human resource factors in achieving supply chain innovativeness","volume":"168","year":"2022","journal-title":"Computers and Industrial Engineering"},{"issue":"3","key":"key2023100210212329000_ref046","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1177\/002224299305700304","article-title":"Market orientation: antecedents and consequences","volume":"57","year":"1993","journal-title":"Journal of Marketing"},{"issue":"2","key":"key2023100210212329000_ref047","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1080\/07421222.2000.11045641","article-title":"The effects of MIS steering committees on information technology management sophistication","volume":"17","year":"2000","journal-title":"Journal of Management Information Systems"},{"issue":"2","key":"key2023100210212329000_ref048","doi-asserted-by":"crossref","first-page":"328","DOI":"10.1016\/j.ijpe.2009.03.007","article-title":"An investigation on the direct and indirect effect of supply chain integration on firm performance","volume":"119","year":"2009","journal-title":"International Journal of Production Economics"},{"issue":"1","key":"key2023100210212329000_ref049","doi-asserted-by":"crossref","first-page":"23","DOI":"10.17705\/1jais.00147","article-title":"Business value of IT: an essay on expanding research directions to keep up with the times","volume":"9","year":"2008","journal-title":"Journal of the Association for Information Systems"},{"issue":"3","key":"key2023100210212329000_ref050","doi-asserted-by":"crossref","first-page":"638","DOI":"10.5465\/amr.2006.21318922","article-title":"The competitive advantage of interconnected firms: an extension of the resource-based view","volume":"31","year":"2006","journal-title":"Academy of Management Review"},{"issue":"10","key":"key2023100210212329000_ref051","first-page":"102","article-title":"The triple-A supply chain","volume":"82","year":"2004","journal-title":"Harvard Business Review"},{"issue":"2","key":"key2023100210212329000_ref052","first-page":"53","article-title":"Supply chain dynamics, big data capability and product performance","volume":"37","year":"2021","journal-title":"American Journal of Business"},{"issue":"4","key":"key2023100210212329000_ref053","doi-asserted-by":"crossref","first-page":"931","DOI":"10.2307\/41409967","article-title":"Understanding the link between information technology capability and organizational agility: an empirical examination","volume":"35","year":"2011","journal-title":"MIS Quarterly"},{"issue":"6","key":"key2023100210212329000_ref054","doi-asserted-by":"crossref","first-page":"1875","DOI":"10.1080\/00207543.2020.1793011","article-title":"Role of big data analytics in supply chain management: current trends and future perspectives","volume":"59","year":"2021","journal-title":"International Journal of Production Research"},{"issue":"2","key":"key2023100210212329000_ref055","first-page":"297","article-title":"The influence of big data analytics management capabilities on supply chain preparedness, alertness and agility: an empirical investigation","volume":"32","year":"2018","journal-title":"Information Technology and People"},{"key":"key2023100210212329000_ref056","first-page":"1","article-title":"Big data utilisation and its effect on supply chain resilience in Emirati companies","year":"2022","journal-title":"International Journal of Logistics Research and Applications"},{"issue":"10","key":"key2023100210212329000_ref100","doi-asserted-by":"crossref","first-page":"976","DOI":"10.1108\/IJPDLM-06-2018-0233","article-title":"A Triple-A supply chain measurement model: validation and analysis","volume":"48","year":"2018","journal-title":"International Journal of Physical Distribution and Logistics Management"},{"issue":"2","key":"key2023100210212329000_ref057","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1108\/14637150110389696","article-title":"Integrating business processes for global alignment and supply chain management","volume":"7","year":"2001","journal-title":"Business Process Management Journal"},{"issue":"2","key":"key2023100210212329000_ref058","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1108\/IJLM-07-2012-0066","article-title":"Logistics and supply chain process integration as a source of competitive advantage","volume":"25","year":"2014","journal-title":"The International Journal of Logistics Management"},{"key":"key2023100210212329000_ref059","article-title":"Gartner survey reveals investment in big data is up but fewer organizations plan to invest","year":"2016","journal-title":"Gartner"},{"issue":"2","key":"key2023100210212329000_ref060","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1016\/j.im.2014.11.002","article-title":"Factors affecting adoption of online banking: a meta-analytic structural equation modeling study","volume":"52","year":"2015","journal-title":"Information and Management"},{"issue":"3","key":"key2023100210212329000_ref102","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1016\/S0272-6963(02)00008-6","article-title":"Effect of supply chain integration on the relationship between diversification and performance: evidence from Japanese and Korean firms","volume":"20","year":"2002","journal-title":"Journal of Operations Management"},{"issue":"2-3","key":"key2023100210212329000_ref061","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1080\/09537287.2020.1810764","article-title":"Big data supply chain analytics: ethical, privacy and security challenges posed to business, industries and society","volume":"33","year":"2022","journal-title":"Production Planning and Control"},{"issue":"2","key":"key2023100210212329000_ref062","doi-asserted-by":"crossref","first-page":"120","DOI":"10.1057\/palgrave.ejis.3000600","article-title":"Enterprise agility and the enabling role of information technology","volume":"15","year":"2006","journal-title":"European Journal of Information Systems"},{"issue":"1","key":"key2023100210212329000_ref063","first-page":"630","article-title":"Methodological and topic trends in information systems research: a meta-analysis of IS journals","volume":"37","year":"2015","journal-title":"Communications of the Association for Information Systems"},{"key":"key2023100210212329000_ref064","volume-title":"Competitive Strategy: Techniques for Analyzing Industries and Competitors","year":"2008"},{"issue":"5\/6","key":"key2023100210212329000_ref065","doi-asserted-by":"crossref","first-page":"823","DOI":"10.1108\/01443570110390507","article-title":"International supply chain agility-Tradeoffs between flexibility and uncertainty","volume":"21","year":"2001","journal-title":"International Journal of Operations and Production Management"},{"issue":"2","key":"key2023100210212329000_ref066","doi-asserted-by":"crossref","first-page":"198","DOI":"10.1108\/BL-11-2020-0071","article-title":"Impacts of big data analytics management capabilities and supply chain integration on global sourcing: a survey on firm performance","volume":"34","year":"2021","journal-title":"The Bottom Line"},{"issue":"9","key":"key2023100210212329000_ref067","doi-asserted-by":"crossref","first-page":"1084","DOI":"10.1108\/01443570310491783","article-title":"Supply-chain linkages and operational performance: a resource-based-view perspective","volume":"23","year":"2003","journal-title":"International Journal of Operations and Production Management"},{"issue":"3","key":"key2023100210212329000_ref068","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1525\/cmr.2016.58.3.26","article-title":"How to use big data to drive your supply chain","volume":"58","year":"2016","journal-title":"California Management Review"},{"issue":"3","key":"key2023100210212329000_ref069","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1111\/deci.12022","article-title":"The interdisciplinary future of supply chain management research","volume":"44","year":"2013","journal-title":"Decision Sciences"},{"issue":"1","key":"key2023100210212329000_ref070","doi-asserted-by":"crossref","first-page":"390","DOI":"10.5465\/annals.2016.0014","article-title":"Quo vadis, dynamic capabilities? A content-analytic review of the current state of knowledge and recommendations for future research","volume":"12","year":"2018","journal-title":"Academy of Management Annals"},{"issue":"3","key":"key2023100210212329000_ref071","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1111\/isj.12101","article-title":"How does business analytics contribute to business value?","volume":"27","year":"2017","journal-title":"Information Systems Journal"},{"issue":"11","key":"key2023100210212329000_ref072","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1145\/1400214.1400242","article-title":"Exploring the dark side of IS in achieving organizational agility","volume":"51","year":"2008","journal-title":"Communications of the ACM"},{"key":"key2023100210212329000_ref106","first-page":"1","article-title":"Decoupling institutional pressure on green supply chain management efforts to boost organizational performance: moderating impact of big data analytics capabilities","volume":"10","year":"2022","journal-title":"Frontiers in Environmental Science"},{"issue":"3","key":"key2023100210212329000_ref073","first-page":"58","article-title":"Orchestrating the new dynamic capabilities","volume":"Fourth Quarter","year":"2009","journal-title":"IESE Insights"},{"issue":"4","key":"key2023100210212329000_ref074","doi-asserted-by":"crossref","first-page":"446","DOI":"10.1287\/mnsc.49.4.446.14418","article-title":"Interdependence and adaptability: organizational learning and the long\u2013term effect of integration","volume":"49","year":"2003","journal-title":"Management Science"},{"issue":"1","key":"key2023100210212329000_ref075","first-page":"183","article-title":"From supply chain connectivity (SCC) to supply chain agility (SCA), adaptability and alignment: mediating role of big data analytics capability","volume":"9","year":"2020","journal-title":"International Journal of Supply Chain Management"},{"issue":"10","key":"key2023100210212329000_ref076","doi-asserted-by":"crossref","first-page":"1849","DOI":"10.1111\/poms.12746","article-title":"An investigation of visibility and flexibility as complements to supply chain analytics: an organizational information processing theory perspective","volume":"27","year":"2018","journal-title":"Production and Operations Management"},{"issue":"1","key":"key2023100210212329000_ref077","doi-asserted-by":"crossref","first-page":"456","DOI":"10.1016\/j.eswa.2009.05.061","article-title":"A structural equation model for analyzing the impact of ERP on SCM","volume":"37","year":"2010","journal-title":"Expert Systems with Applications"},{"issue":"1","key":"key2023100210212329000_ref098","article-title":"Managing beyond the factory walls: effects of four types of strategic integration on manufacturing plant performance","volume":"25","year":"2007","journal-title":"Journal of Operations Management"},{"issue":"2","key":"key2023100210212329000_ref078","first-page":"463","article-title":"Competing perspectives on the link between strategic information technology alignment and organizational agility: insights from a mediation model","volume":"33","year":"2011","journal-title":"MIS Quarterly"},{"issue":"7","key":"key2023100210212329000_ref079","doi-asserted-by":"crossref","first-page":"1587","DOI":"10.1108\/BPMJ-12-2017-0340","article-title":"Absorptive capacity as a confounder of the process of supply chain integration","volume":"25","year":"2019","journal-title":"Business Process Management Journal"},{"issue":"13","key":"key2023100210212329000_ref080","doi-asserted-by":"crossref","first-page":"1319","DOI":"10.1002\/smj.640","article-title":"Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance","volume":"28","year":"2007","journal-title":"Strategic Management Journal"},{"issue":"7","key":"key2023100210212329000_ref081","doi-asserted-by":"crossref","first-page":"509","DOI":"10.1002\/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z","article-title":"Dynamic capabilities and strategic management","volume":"18","year":"1997","journal-title":"Strategic Management Journal"},{"issue":"7","key":"key2023100210212329000_ref082","doi-asserted-by":"crossref","first-page":"822","DOI":"10.1016\/j.im.2018.03.010","article-title":"Enabling firm performance through business intelligence and analytics: a dynamic capabilities perspective","volume":"55","year":"2018","journal-title":"Information and Management"},{"issue":"5","key":"key2023100210212329000_ref083","first-page":"1","article-title":"Avoid being the Turkey: how big data analytics changes the game of strategy in times of ambiguity and uncertainty","volume":"52","year":"2019","journal-title":"Long Range Planning"},{"issue":"2","key":"key2023100210212329000_ref084","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1111\/jbl.12010","article-title":"Data science, predictive analytics, and big data: a revolution that will transform supply chain design and management","volume":"34","year":"2013","journal-title":"Journal of Business Logistics"},{"issue":"6\/7\/8","key":"key2023100210212329000_ref085","doi-asserted-by":"crossref","first-page":"887","DOI":"10.1108\/IJOPM-01-2019-0025","article-title":"Understanding supply chain analytics capabilities and agility for data-rich environments","volume":"39","year":"2019","journal-title":"International Journal of Operations and Production Management"},{"key":"key2023100210212329000_ref086","doi-asserted-by":"crossref","first-page":"356","DOI":"10.1016\/j.jbusres.2016.08.009","article-title":"Big data analytics and firm performance: effects of dynamic capabilities","volume":"70","year":"2017","journal-title":"Journal of Business Research"},{"key":"key2023100210212329000_ref087","first-page":"1","article-title":"The performance effects of big data analytics and supply chain ambidexterity: the moderating effect of environmental dynamism","volume":"222","year":"2020","journal-title":"International Journal of Production Economics"},{"key":"key2023100210212329000_ref088","doi-asserted-by":"crossref","first-page":"1121","DOI":"10.1016\/j.jbusres.2022.02.038","article-title":"Different roles, different strokes: how to leverage two types of digital platform capabilities to fuel service innovation","volume":"144","year":"2022","journal-title":"Journal of Business Research"},{"issue":"2","key":"key2023100210212329000_ref089","first-page":"xiii","article-title":"Analyzing the past to prepare for the future: writing a literature review","volume":"26","year":"2002","journal-title":"MIS Quarterly"},{"key":"key2023100210212329000_ref090","unstructured":"White, A. (2019), \u201cOur top data and analytics predicts for 2019\u201d, available at: https:\/\/blogs.gartner.com\/andrew_white\/2019\/01\/03\/our-top-data-and-analytics-predicts-for-2019\/"},{"issue":"1","key":"key2023100210212329000_ref103","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1108\/01443571211195727","article-title":"Triple-A supply chain performance","volume":"32","year":"2012","journal-title":"International Journal of Operations and Production Management"},{"issue":"4","key":"key2023100210212329000_ref091","doi-asserted-by":"crossref","first-page":"540","DOI":"10.1108\/SCM-05-2018-0189","article-title":"Re-evaluating supply chain integration and firm performance: linking operations strategy to supply chain strategy","volume":"24","year":"2019","journal-title":"Supply Chain Management: An International Journal"},{"issue":"6","key":"key2023100210212329000_ref092","doi-asserted-by":"crossref","first-page":"604","DOI":"10.1016\/j.jom.2011.01.003","article-title":"The contingency effects of environmental uncertainty on the relationship between supply chain integration and operational performance","volume":"29","year":"2011","journal-title":"Journal of Operations Management"},{"key":"key2023100210212329000_ref093","doi-asserted-by":"crossref","first-page":"108135","DOI":"10.1016\/j.ijpe.2021.108135","article-title":"Integrating big data analytics into supply chain finance: the roles of information processing and data-driven culture","volume":"236","year":"2021","journal-title":"International Journal of Production Economics"},{"key":"key2023100210212329000_ref094","doi-asserted-by":"crossref","first-page":"120417","DOI":"10.1016\/j.techfore.2020.120417","article-title":"Role of big data analytics capability in developing integrated hospital supply chains and operational flexibility: an organizational information processing theory perspective","volume":"163","year":"2021","journal-title":"Technological Forecasting and Social Change"},{"issue":"6","key":"key2023100210212329000_ref095","doi-asserted-by":"crossref","first-page":"3379","DOI":"10.3390\/su14063379","article-title":"Environment sustainability is a corporate social responsibility: measuring the nexus between sustainable supply chain management, big data analytics capabilities, and organizational performance","volume":"14","year":"2022","journal-title":"Sustainability"},{"issue":"5","key":"key2023100210212329000_ref096","doi-asserted-by":"crossref","first-page":"549","DOI":"10.1108\/SCM-10-2014-0364","article-title":"Examining supply market scanning and internal communication climate as facilitators of supply chain integration","volume":"20","year":"2015","journal-title":"Supply Chain Management: An International Journal"}],"container-title":["Industrial Management &amp; Data Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/IMDS-03-2022-0167\/full\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/IMDS-03-2022-0167\/full\/html","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T21:51:39Z","timestamp":1753393899000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.emerald.com\/imds\/article\/123\/2\/534-555\/186371"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,2]]},"references-count":105,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2022,11,2]]},"published-print":{"date-parts":[[2023,2,27]]}},"alternative-id":["10.1108\/IMDS-03-2022-0167"],"URL":"https:\/\/doi.org\/10.1108\/imds-03-2022-0167","relation":{},"ISSN":["0263-5577"],"issn-type":[{"value":"0263-5577","type":"print"}],"subject":[],"published":{"date-parts":[[2022,11,2]]}}}