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Big Data in operations and supply chain management: a systematic literature review and future research agenda
16 references·16 citing·35 second hopsampled
Big Data in operations and supply chain management: a systematic literature review and future research agenda (2021)Big Data in operations and supply chain m…The performance effects of big data analytics and supply chain ambidexterity: The moderating effect of environmental dynamism (2019)The performance effects of bi…Empirical investigation of data analytics capability and organizational flexibility as complements to supply chain resilience (2019)Empirical investigation of da…Big Data and Predictive Analytics and Manufacturing Performance: Integrating Institutional Theory, Resource‐Based View and Big Data Culture (2019)Big Data and Predictive Analy…Big data analytics as an operational excellence approach to enhance sustainable supply chain performance (2019)Big data analytics as an oper…Big data analytics and artificial intelligence pathway to operational performance under the effects of entrepreneurial orientation and environmental dynamism: A study of manufacturing organisations (2019)Big data analytics and artifi…Challenges and opportunities of digital information at the intersection of Big Data Analytics and supply chain management (2017)Challenges and opportunities …Big Data Analytics in Operations Management (2017)Big Data Analytics in Operati…The role of Big Data in explaining disaster resilience in supply chains for sustainability (2016)The role of Big Data in expla…Big data and predictive analytics for supply chain and organizational performance (2016)Big data and predictive analy…Big data analytics and firm performance: Effects of dynamic capabilities (2016)Big data analytics and firm p…How the Use of Big Data Analytics Affects Value Creation in Supply Chain Management (2015)How the Use of Big Data Analy…How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study (2015)How ‘big data’ can make big i…Dynamic capabilities and entrepreneurial management in large organizations: Toward a theory of the (entrepreneurial) firm (2015)Dynamic capabilities and entr…Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)Data-intensive applications, …Data Science, Predictive Analytics, and Big Data: A Revolution That Will Transform Supply Chain Design and Management (2013)Data Science, Predictive Anal…Dynamic capabilities and strategic management (1997)Dynamic capabilities and stra…Sustainable infrastructure, energy projects, and economic growth: mediating role of sustainable supply chain management (2024)Sustainable infrastructure, e…Artificial intelligence in supply chain management: A systematic literature review of empirical studies and research directions (2024)Artificial intelligence in su…Artificial intelligence capabilities for circular business models: Research synthesis and future agenda (2024)Artificial intelligence capab…AI adoption in supply chain management: a systematic literature review (2024)AI adoption in supply chain m…Open innovation: status quo and quo vadis - an analysis of a research field (2023)Open innovation: status quo a…Identifying resilience strategies for disruption management in the healthcare supply chain during COVID-19 by digital innovations: A systematic literature review (2023)Identifying resilience strate…Geopolitical disruptions in global supply chains: a state-of-the-art literature review (2023)Geopolitical disruptions in g…Examining the role of big data and marketing analytics in SMEs innovation and competitive advantage: A knowledge integration perspective (2023)Examining the role of big dat…Environmental, social and governance issues in supply chains. A systematic review for strategic performance (2023)Environmental, social and gov…Data science and big data analytics: a systematic review of methodologies used in the supply chain and logistics research (2023)Data science and big data ana…Supply chain analytics and post-pandemic performance: mediating role of triple-A supply chain strategies (2022)Supply chain analytics and po…Impact of COVID-19 pandemic on perishable food supply chain management: a contingent Resource-Based View (RBV) perspective (2022)Impact of COVID-19 pandemic o…Trust and reputation in family businesses: A systematic literature review of past achievements and future promises (2021)Trust and reputation in famil…The co-evolutionary relationship between digitalization and organizational agility: Ongoing debates, theoretical developments and future research perspectives (2021)The co-evolutionary relations…Drivers and barriers of circular economy business models: Where we are now, and where we are heading (2021)Drivers and barriers of circu…Data-driven secure, resilient and sustainable supply chains: gaps, opportunities, and a new generalised data sharing and data monetisation framework (2021)Data-driven secure, resilient…Case Study Research: Design and Methods (1984)Big data: the management revolution. (2012)Business Intelligence and Analytics: From Big Data to Big Impact (2012)The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics (2018)A digital supply chain twin for managing the disruption risks and resilience in the era of Industry 4.0 (2020)Big data: The next frontier for innovation, competition, and productivity (2011)Critical analysis of Big Data challenges and analytical methods (2016)A survey on deep learning for big data (2017)Machine Learning With Big Data: Challenges and Approaches (2017)The Nature of the Firm (1937)A resource‐based view of the firm (1984)Dynamic capabilities: what are they? (2000)Absorptive Capacity: A Review, Reconceptualization, and Extension (2002)The Theory of Economic Development (2003)Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance (2007)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)Firm Resources and Sustained Competitive Advantage (1991)Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives (1999)Green innovation and organizational performance: The influence of big data and the moderating role of management commitment and HR practices (2018)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)Structural equation modeling in practice: A review and recommended two-step approach. (1988)PLS-SEM: Indeed a Silver Bullet (2011)Information technology-enabled dynamic capabilities and their indirect effect on competitive performance: Findings from PLS-SEM and fsQCA (2016)Exploring the relationship between big data analytics capability and competitive performance: The mediating roles of dynamic and operational capabilities (2019)Influence of artificial intelligence (AI) on firm performance: the business value of AI-based transformation projects (2020)Firm Performance Impacts of Digitally Enabled Supply Chain Integration Capabilities (2006)Big Data : The Management Revolution (2013)Common method biases in behavioral research: A critical review of the literature and recommended remedies. (2003)Blockchain technology for enhancing swift-trust, collaboration and resilience within a humanitarian supply chain setting (2020)Impacts of epidemic outbreaks on supply chains: mapping a research agenda amid the COVID-19 pandemic through a structured literature review (2020)Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities (2020)The theory of planned behavior (1991)Artificial intelligence in supply chain management: A systematic literature review (2020)Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case (2020)Viable supply chain model: integrating agility, resilience and sustainability perspectives—lessons from and thinking beyond the COVID-19 pandemic (2020)
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References

  • 1997Dynamic capabilities and strategic management34,723 cited
  • 2014Data-intensive applications, challenges, techniques and technologies: A survey on Big Data3,046 cited
  • 2016Big data analytics and firm performance: Effects of dynamic capabilities2,466 cited
  • 2015How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study1,796 cited
  • 2013Data Science, Predictive Analytics, and Big Data: A Revolution That Will Transform Supply Chain Design and Management1,518 cited
  • 2016Big data and predictive analytics for supply chain and organizational performance1,145 cited
  • 2017Big Data Analytics in Operations Management1,023 cited
  • 2019Empirical investigation of data analytics capability and organizational flexibility as complements to supply chain resilience956 cited
  • 2017Challenges and opportunities of digital information at the intersection of Big Data Analytics and supply chain management947 cited
  • 2019Big data analytics and artificial intelligence pathway to operational performance under the effects of entrepreneurial orientation and environmental dynamism: A study of manufacturing organisations885 cited
  • 2019Big Data and Predictive Analytics and Manufacturing Performance: Integrating Institutional Theory, Resource‐Based View and Big Data Culture881 cited
  • 2015How the Use of Big Data Analytics Affects Value Creation in Supply Chain Management828 cited
  • 2019The performance effects of big data analytics and supply chain ambidexterity: The moderating effect of environmental dynamism

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762 cited
  • 2015Dynamic capabilities and entrepreneurial management in large organizations: Toward a theory of the (entrepreneurial) firm731 cited
  • 2019Big data analytics as an operational excellence approach to enhance sustainable supply chain performance704 cited
  • 2016The role of Big Data in explaining disaster resilience in supply chains for sustainability648 cited
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