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Role of Big Data Analytics in supply chain management: current trends and future perspectives
16 references·16 citing·27 second hopsampled
Role of Big Data Analytics in supply chain management: current trends and future perspectives (2020)Role of Big Data Analytics in supply chai…A digital supply chain twin for managing the disruption risks and resilience in the era of Industry 4.0 (2020)A digital supply chain twin f…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…The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics (2018)The impact of digital technol…Challenges and opportunities of digital information at the intersection of Big Data Analytics and supply chain management (2017)Challenges and opportunities …Can big data and predictive analytics improve social and environmental sustainability? (2017)Can big data and predictive a…Big Data Analytics in Operations Management (2017)Big Data Analytics in Operati…Big data and predictive analytics for supply chain and organizational performance (2016)Big data and predictive analy…Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations (2016)Big data analytics: Understan…Big data analytics in logistics and supply chain management: Certain investigations for research and applications (2016)Big data analytics in logisti…How the Use of Big Data Analytics Affects Value Creation in Supply Chain Management (2015)How the Use of Big Data Analy…Beyond the hype: Big data concepts, methods, and analytics (2014)Beyond the hype: Big data con…Data Science, Predictive Analytics, and Big Data: A Revolution That Will Transform Supply Chain Design and Management (2013)Data Science, Predictive Anal…Big data: The next frontier for innovation, competition, and productivity (2011)Big data: The next frontier f…International Journal of Production Research (1962)International Journal of Prod…Predictive analytics on artificial intelligence in supply chain optimization (2024)Predictive analytics on artif…Big data analytics-artificial intelligence and sustainable performance through green supply chain practices in manufacturing firms of a developing country (2024)Big data analytics-artificial…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…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…Unlocking supply chain agility and supply chain performance through the development of intangible supply chain analytical capabilities (2022)Unlocking supply chain agilit…Linking green supply chain management practices with competitiveness during covid 19: The role of big data analytics (2022)Linking green supply chain ma…Internet of things, big data analytics and operational performance: the mediating effect of supply chain visibility (2022)Internet of things, big data …Green Intellectual Capital and Green Supply Chain Performance: Does Big Data Analytics Capabilities Matter? (2022)Green Intellectual Capital an…Examining the influence of big data analytics and additive manufacturing on supply chain risk control and resilience: An empirical study (2022)Examining the influence of bi…Big Data Analytics in Supply Chain Management: A Systematic Literature Review and Research Directions (2022)Big Data Analytics in Supply …Big data analytics capability and supply chain performance: the mediating roles of supply chain resilience and innovation (2022)Big data analytics capability…The contemporary state of big data analytics and artificial intelligence towards intelligent supply chain risk management: a comprehensive review (2021)The contemporary state of big…How does business model redesign foster resilience in emerging circular value chains? (2021)How does business model redes…Data analytics in pharmaceutical supply chains: state of the art, opportunities, and challenges (2021)Data analytics in pharmaceuti…Big Data in operations and supply chain management: a systematic literature review and future research agenda (2021)Big Data in operations and su…The effects of environmental regulation on outward foreign direct investment’s reverse green technology spillover: Crowding out or facilitation? (2020)The effects of environmental …Big data: the management revolution. (2012)Business Intelligence and Analytics: From Big Data to Big Impact (2012)Critical analysis of Big Data challenges and analytical methods (2016)Data quality management, data usage experience and acquisition intention of big data analytics (2014)Machine learning on big data: Opportunities and challenges (2017)Setting the future of digital and social media marketing research: Perspectives and research propositions (2020)Review: Information Technology and Organizational Performance: An Integrative Model of IT Business Value1 (2004)The qualitative content analysis process (2008)Artificial intelligence and business models in the sustainable development goals perspective: A systematic literature review (2020)Developing a unified definition of digital transformation (2020)How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study (2015)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)Managing Risk To Avoid Supply-Chain Breakdown (2004)Perspectives in supply chain risk management (2006)Viability of intertwined supply networks: extending the supply chain resilience angles towards survivability. A position paper motivated by COVID-19 outbreak (2020)An introduction to cybernetics (1956)Building the Resilient Supply Chain (2004)Cybernetics or Control and Communication in the Animal and the Machine (2019)Impacts of epidemic outbreaks on supply chains: mapping a research agenda amid the COVID-19 pandemic through a structured literature review (2020)Big Data: A Survey (2014)Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)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)A systematic review on drivers, barriers, and practices towards circular economy: a supply chain perspective (2018)
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References

  • 2011Big data: The next frontier for innovation, competition, and productivity5,202 cited
  • 2014Beyond the hype: Big data concepts, methods, and analytics4,222 cited
  • 1962International Journal of Production Research2,111 cited
  • 2018The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics2,054 cited
  • 2020A digital supply chain twin for managing the disruption risks and resilience in the era of Industry 4.01,824 cited
  • 2016Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations1,571 cited
  • 2016Big data analytics in logistics and supply chain management: Certain investigations for research and applications1,544 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 and Predictive Analytics and Manufacturing Performance: Integrating Institutional Theory, Resource‐Based View and Big Data Culture

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881 cited
  • 2015How the Use of Big Data Analytics Affects Value Creation in Supply Chain Management828 cited
  • 2017Can big data and predictive analytics improve social and environmental sustainability?822 cited
  • 2019The performance effects of big data analytics and supply chain ambidexterity: The moderating effect of environmental dynamism762 cited
  • Cited by

    • 2024Big data analytics-artificial intelligence and sustainable performance through green supply chain practices in manufacturing firms of a developing country236 cited
    • 2021Big Data in operations and supply chain management: a systematic literature review and future research agenda210 cited
    • 2022Big Data Analytics in Supply Chain Management: A Systematic Literature Review and Research Directions176 cited
    • 2021Data analytics in pharmaceutical supply chains: state of the art, opportunities, and challenges148 cited
    • 2023Data science and big data analytics: a systematic review of methodologies used in the supply chain and logistics research141 cited
    • 2022Big data analytics capability and supply chain performance: the mediating roles of supply chain resilience and innovation127 cited
    • 2021The contemporary state of big data analytics and artificial intelligence towards intelligent supply chain risk management: a comprehensive review109 cited
    • 2022Linking green supply chain management practices with competitiveness during covid 19: The role of big data analytics100 cited
    • 2021How does business model redesign foster resilience in emerging circular value chains?97 cited
    • 2022Internet of things, big data analytics and operational performance: the mediating effect of supply chain visibility96 cited
    • 2022Examining the influence of big data analytics and additive manufacturing on supply chain risk control and resilience: An empirical study91 cited
    • 2023Examining the role of big data and marketing analytics in SMEs innovation and competitive advantage: A knowledge integration perspective85 cited
    • 2022Unlocking supply chain agility and supply chain performance through the development of intangible supply chain analytical capabilities83 cited
    • 2022Green Intellectual Capital and Green Supply Chain Performance: Does Big Data Analytics Capabilities Matter?78 cited
    • 2024Predictive analytics on artificial intelligence in supply chain optimization74 cited
    • 2020The effects of environmental regulation on outward foreign direct investment’s reverse green technology spillover: Crowding out or facilitation?73 cited