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The Effect of Big Data and Analytics on Firm Performance: An Econometric Analysis Considering Industry Characteristics
10 references·16 citing·33 second hop
The Effect of Big Data and Analytics on Firm Performance: An Econometric Analysis Considering Industry Characteristics (2018)The Effect of Big Data and Analytics on F…Assessing business value of Big Data Analytics in European firms (2016)Assessing business value of B…Business Intelligence and Analytics: From Big Data to Big Impact (2012)Business Intelligence and Ana…How Information Management Capability Influences Firm Performance1 (2011)How Information Management Ca…A framework for management information systems (2011)A framework for management in…Competing on Analytics: The New Science of Winning (2007)Competing on Analytics: The N…Competing on analytics: the new science of winning (2007)Competing on analytics: the n…The impact of enterprise systems on corporate performance: A study of ERP, SCM, and CRM system implementations (2006)The impact of enterprise syst…Investment in Enterprise Resource Planning: Business Impact and Productivity Measures (2002)Investment in Enterprise Reso…Productivity, Business Profitability, and Consumer Surplus: Three Different Measures of Information Technology Value1,2 (1996)Productivity, Business Profit…Paradox Lost? Firm-Level Evidence on the Returns to Information Systems Spending (1996)Paradox Lost? Firm-Level Evid…The financial effect of firm digitalization: Evidence from China (2022)The financial effect of firm …Understanding dark side of artificial intelligence (AI) integrated business analytics: assessing firm’s operational inefficiency and competitiveness (2021)Understanding dark side of ar…How and when do big data investments pay off? The role of marketing affordances and service innovation (2020)How and when do big data inve…Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities (2020)Examining the interplay betwe…Digital M&A, digital innovation, and firm performance: an empirical investigation (2020)Digital M&A, digital innovati…Building dynamic capabilities by leveraging big data analytics: The role of organizational inertia (2020)Building dynamic capabilities…Big Data for Creating and Capturing Value in the Digitalized Environment: Unpacking the Effects of Volume, Variety, and Veracity on Firm Performance* (2020)Big Data for Creating and Cap…Big data analytics adoption: Determinants and performances among small to medium-sized enterprises (2020)Big data analytics adoption: …Impact of IS Capabilities on Firm Performance: The Roles of Organizational Agility and Industry Technology Intensity (2019)Impact of IS Capabilities on …Fostering B2B sales with customer big data analytics (2019)Fostering B2B sales with cust…Data Analytics, Innovation, and Firm Productivity (2019)Data Analytics, Innovation, a…Data Analytics Supports Decentralized Innovation (2019)Data Analytics Supports Decen…Big data-driven supply chain performance measurement system: a review and framework for implementation (2019)Big data-driven supply chain …Big data and business analytics: A research agenda for realizing business value (2019)Big data and business analyti…Assessing the impact of big data on firm innovation performance: Big data is not always better data (2019)Assessing the impact of big d…A study on investments in the big data-driven supply chain, performance measures and organisational performance in Indian retail 4.0 context (2019)A study on investments in the…A resource‐based view of the firm (1984)Firm Resources and Sustained Competitive Advantage (1991)Firm resources and sustained competitive advantage (2004)The effect of operational slack, diversification, and vertical relatedness on the stock market reaction to supply chain disruptions (2008)Research on information systems failures and successes: Status update and future directions (2014)External Knowledge and Information Technology: Implications for Process Innovation Performance1 (2017)Specification Tests in Econometrics (1978)The Modern Industrial Revolution, Exit, and the Failure of Internal Control Systems (1993)A Resource-Based Perspective on Information Technology Capability and Firm Performance: An Empirical Investigation1 (2000)Review: Information Technology and Organizational Performance: An Integrative Model of IT Business Value1 (2004)Putting the enterprise into the enterprise system. (1998)Beyond Computation: Information Technology, Organizational Transformation and Business Performance (2000)The effect of supply chain glitches on shareholder wealth (2003)Antecedents of Knowledge Transfer from Consultants to Clients in Enterprise System Implementations (2005)Strength in Numbers: How Does Data-Driven Decisionmaking Affect Firm Performance? (2011)Structural Equations with Latent Variables (1989)Structural Equations with Latent Variables. (1991)The impact of IT capabilities on firm performance: The mediating roles of absorptive capacity and supply chain agility (2012)On the contingent value of dynamic capabilities for competitive advantage: The nonlinear moderating effect of environmental dynamism (2013)Social media technology usage and customer relationship performance: A capabilities-based examination of social CRM (2013)Common method biases in behavioral research: A critical review of the literature and recommended remedies. (2003)Big Data Analytics in Building the Competitive Intelligence of Organizations (2020)Can Digital Transformation Promote Green Technology Innovation? (2022)Effects of Digital Finance on Green Innovation considering Information Asymmetry: An Empirical Study Based on Chinese Listed Firms (2022)Information Technology and Organizational Change: Causal Structure in Theory and Research (1988)Design and natural science research on information technology (1995)The Nature of Theory in Information Systems1 (2006)Beyond the hype: Big data concepts, methods, and analytics (2014)Understanding Customer Experience Throughout the Customer Journey (2016)Digital transformation: A multidisciplinary reflection and research agenda (2019)Closing the Marketing Capabilities Gap (2011)Algorithm Aversion: People Erroneously Avoid Algorithms after Seeing Them Err (2014)Critical analysis of Big Data challenges and analytical methods (2016)
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References

  • 2012Business Intelligence and Analytics: From Big Data to Big Impact6,241 cited
  • 1996Paradox Lost? Firm-Level Evidence on the Returns to Information Systems Spending2,114 cited
  • 1996Productivity, Business Profitability, and Consumer Surplus: Three Different Measures of Information Technology Value1,21,628 cited
  • 2011A framework for management information systems1,456 cited
  • 2007Competing on Analytics: The New Science of Winning1,133 cited
  • 2007Competing on analytics: the new science of winning941 cited
  • 2011How Information Management Capability Influences Firm Performance1915 cited
  • 2002Investment in Enterprise Resource Planning: Business Impact and Productivity Measures877 cited
  • 2006The impact of enterprise systems on corporate performance: A study of ERP, SCM, and CRM system implementations790 cited
  • 2016Assessing business value of Big Data Analytics in European firms538 cited

Cited by

  • 2019Assessing the impact of big data on firm innovation performance: Big data is not always better data542 cited
  • 2020Big data analytics adoption: Determinants and performances among small to medium-sized enterprises425 cited
  • 2021Understanding dark side of artificial intelligence (AI) integrated business analytics: assessing firm’s operational inefficiency and competitiveness405 cited
  • 2020

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

Big Data for Creating and Capturing Value in the Digitalized Environment: Unpacking the Effects of Volume, Variety, and Veracity on Firm Performance*
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  • 2020Digital M&A, digital innovation, and firm performance: an empirical investigation310 cited
  • 2019Big data-driven supply chain performance measurement system: a review and framework for implementation297 cited
  • 2022The financial effect of firm digitalization: Evidence from China245 cited
  • 2020Building dynamic capabilities by leveraging big data analytics: The role of organizational inertia241 cited
  • 2019Big data and business analytics: A research agenda for realizing business value237 cited
  • 2019Data Analytics Supports Decentralized Innovation233 cited
  • 2019Fostering B2B sales with customer big data analytics205 cited
  • 2020How and when do big data investments pay off? The role of marketing affordances and service innovation201 cited
  • 2019A study on investments in the big data-driven supply chain, performance measures and organisational performance in Indian retail 4.0 context197 cited
  • 2019Impact of IS Capabilities on Firm Performance: The Roles of Organizational Agility and Industry Technology Intensity166 cited