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Big data analytics: achievements, challenges, and research trends
16 references·0 citing·46 second hop
Big data analytics: achievements, challenges, and research trends (2020)Big data analytics: achievements, challen…The Effect of Big Data and Analytics on Firm Performance: An Econometric Analysis Considering Industry Characteristics (2018)The Effect of Big Data and An…How Big Data Analytics Enables Service Innovation: Materiality, Affordance, and the Individualization of Service (2018)How Big Data Analytics Enable…Creating Strategic Business Value from Big Data Analytics: A Research Framework (2018)Creating Strategic Business V…Debating big data: A literature review on realizing value from big data (2017)Debating big data: A literatu…Big Data Research in Information Systems: Toward an Inclusive Research Agenda (2016)Big Data Research in Informat…Strategic opportunities (and challenges) of algorithmic decision-making: A call for action on the long-term societal effects of ‘datification’ (2015)Strategic opportunities (and …Reflections on societal and business model transformation arising from digitization and big data analytics: A research agenda (2015)Reflections on societal and b…How the Use of Big Data Analytics Affects Value Creation in Supply Chain Management (2015)How the Use of Big Data Analy…Big other: Surveillance Capitalism and the Prospects of an Information Civilization (2015)Big other: Surveillance Capit…New Games, New Rules: Big Data and the Changing Context of Strategy (2014)New Games, New Rules: Big Dat…The Information Artifact in IT Governance: Toward a Theory of Information Governance (2013)The Information Artifact in I…Big Data : The Management Revolution (2013)Big Data : The Management Rev…Business Intelligence in BLOGS: Understanding Consumer Interactions and Communities1 (2012)Business Intelligence in BLOG…Business Intelligence and Analytics: From Big Data to Big Impact (2012)Business Intelligence and Ana…Big data: The next frontier for innovation, competition, and productivity (2011)Big data: The next frontier f…Analyzing the Past to Prepare for the Future: Writing a Literature Review (2002)Analyzing the Past to Prepare…The Economic Institutions of Capitalism (1986)The Economic Institutions of Capitalism (1987)Capital in the Twenty-First Century (2014)Working and organizing in the age of the learning algorithm (2018)When data is capital: Datafication, accumulation, and extraction (2019)What Do Platforms Do? Understanding the Gig Economy (2020)Information Systems Success: The Quest for the Dependent Variable (1992)Strategies for Theorizing from Process Data (1999)Review : Knowledge Management and Knowledge Management Systems: Conceptual Foundations And Research Issues1,2 (2001)Does Gamification Work? -- A Literature Review of Empirical Studies on Gamification (2014)Literature review as a research methodology: An overview and guidelines (2019)Opinion Paper: “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy (2023)Judgment under Uncertainty: Heuristics and Biases (1975)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)User Acceptance of Information Technology: Toward A Unified View1 (2003)A survey towards an integration of big data analytics to big insights for value-creation (2018)The Sociotechnical Axis of Cohesion for the is Discipline: Its Historical Legacy and its Continued Relevance1 (2019)Artificial Intelligence and Business Value: a Literature Review (2021)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)Common method biases in behavioral research: A critical review of the literature and recommended remedies. 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(1936)The Nature of the Firm (1937)Capitalism, Socialism and Democracy (1997)Building dynamic capabilities for digital transformation: An ongoing process of strategic renewal (2018)Algorithms at Work: The New Contested Terrain of Control (2019)Human Trust in Artificial Intelligence: Review of Empirical Research (2020)Business Models, Business Strategy and Innovation (2009)Affordances, experimentation and actualization of FinTech: A blockchain implementation study (2018)Augmenting the algorithm: Emerging human-in-the-loop work configurations (2020)Behavioral Visibility: A new paradigm for organization studies in the age of digitization, digitalization, and datafication (2020)Job Market Signaling (1973)Dynamic capabilities and strategic management (1997)Achieving superior organizational performance via big data predictive analytics: A dynamic capability view (2019)Big Data Analytics Capabilities and Innovation: The Mediating Role of Dynamic Capabilities and Moderating Effect of the Environment (2019)Understanding dark side of artificial intelligence (AI) integrated business analytics: assessing firm’s operational inefficiency and competitiveness (2021)Beyond the hype: Big data concepts, methods, and analytics (2014)Big Data: A Survey (2014)Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)Understanding Customer Experience Throughout the Customer Journey (2016)Digital transformation: A multidisciplinary reflection and research agenda (2019)Privacy and human behavior in the age of information (2015)Big data analytics and firm performance: Effects of dynamic capabilities (2016)Digital Finance and FinTech: current research and future research directions (2017)
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References

  • 2002Analyzing the Past to Prepare for the Future: Writing a Literature Review7,440 cited
  • 2012Business Intelligence and Analytics: From Big Data to Big Impact6,241 cited
  • 2011Big data: The next frontier for innovation, competition, and productivity5,202 cited
  • 2013Big Data : The Management Revolution3,540 cited
  • 2015Big other: Surveillance Capitalism and the Prospects of an Information Civilization2,977 cited
  • 2015Reflections on societal and business model transformation arising from digitization and big data analytics: A research agenda1,291 cited
  • 2018Creating Strategic Business Value from Big Data Analytics: A Research Framework960 cited
  • 2017Debating big data: A literature review on realizing value from big data880 cited
  • 2015How the Use of Big Data Analytics Affects Value Creation in Supply Chain Management828 cited
  • 2016Big Data Research in Information Systems: Toward an Inclusive Research Agenda687 cited
  • 2018The Effect of Big Data and Analytics on Firm Performance: An Econometric Analysis Considering Industry Characteristics555 cited
  • 2014New Games, New Rules: Big Data and the Changing Context of Strategy525 cited
  • 2015Strategic opportunities (and challenges) of algorithmic decision-making: A call for action on the long-term societal effects of ‘datification’493 cited
  • 2018How Big Data Analytics Enables Service Innovation: Materiality, Affordance, and the Individualization of Service

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404 cited
  • 2012Business Intelligence in BLOGS: Understanding Consumer Interactions and Communities1347 cited
  • 2013The Information Artifact in IT Governance: Toward a Theory of Information Governance304 cited
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