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A Systematic Survey of Data Value: Models, Metrics, Applications and Research Challenges
16 references·0 citing·54 second hop
A Systematic Survey of Data Value: Models, Metrics, Applications and Research Challenges (2023)A Systematic Survey of Data Value: Models…Overview of Data Quality: Examining the Dimensions, Antecedents, and Impacts of Data Quality (2023)Overview of Data Quality: Exa…Big data monetization throughout Big Data Value Chain: a comprehensive review (2020)Big data monetization through…Data governance: A conceptual framework, structured review, and research agenda (2019)Data governance: A conceptual…The value of information in supply chain decisions: A review of the literature and research agenda (2018)The value of information in s…Requirements for Data Quality Metrics (2017)Requirements for Data Quality…Infonomics (2017)InfonomicsThe Big Data Value Chain: Definitions, Concepts, and Theoretical Approaches (2016)The Big Data Value Chain: Def…Assessing business value of Big Data Analytics in European firms (2016)Assessing business value of B…Beyond the hype: Big data concepts, methods, and analytics (2014)Beyond the hype: Big data con…A Practical Guide to Value of Information Analysis (2014)A Practical Guide to Value of…Value of information analysis: the state of application (2013)Value of information analysis…Corporate Governance of Big Data: Perspectives on Value, Risk, and Cost (2013)Corporate Governance of Big D…The Data Asset: How Smart Companies Govern Their Data for Business Success (2009)The Data Asset: How Smart Com…Accounting for intangible assets: current requirements, key players and future directions (2003)Accounting for intangible ass…Measuring the Value Of Information - An Asset Valuation Approach. (1999)Measuring the Value Of Inform…A Systematic Approach Toward Assessing the Value of an Information System* (1980)A Systematic Approach Toward …The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1956)Decisions with Multiple Objectives: Preferences and Value Tradeoffs. (1994)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1994)A decision model for interdependent information system project selection (1996)Making the information systems outsourcing decision: A transaction cost approach to analyzing outsourcing decision problems (1999)Factors influencing customer's loyalty towards ride-hailing taxi services – A case study of Vietnam (2020)Irreversibility, Uncertainty, and Cyclical Investment (1980)Methods for the Economic Evaluation of Health Care Programmes (2005)Decision Modelling For Health Economic Evaluation (2006)A Review of Methods for Analysis of the Expected Value of Information (2017)The economic case for precision medicine (2018)Value of Information Analytical Methods: Report 2 of the ISPOR Value of Information Analysis Emerging Good Practices Task Force (2020)Applied Statistical Decision Theory (1962)Decisions with Multiple Objectives (1993)The Value of Information Sharing in a Two-Level Supply Chain (2000)Incorporating values into sustainability decision-making (2015)Portfolio decision analysis: Recent developments and future prospects (2020)Designing data governance (2009)The Information Artifact in IT Governance: Toward a Theory of Information Governance (2013)Identifying Tourist Places of Interest Based on Digital Imprints: Towards a Sustainable Smart City (2017)Knowledge Management in the Fourth Industrial Revolution: Mapping the Literature and Scoping Future Avenues (2020)AI applications of data sharing in agriculture 4.0: A framework for role-based data access control (2021)Big data: The next frontier for innovation, competition, and productivity (2011)Business Intelligence and Analytics: From Big Data to Big Impact (2012)Data quality management, data usage experience and acquisition intention of big data analytics (2014)Critical analysis of Big Data challenges and analytical methods (2016)Machine learning on big data: Opportunities and challenges (2017)Setting the future of digital and social media marketing research: Perspectives and research propositions (2020)Human Problem Solving (1972)Beyond Accuracy: What Data Quality Means to Data Consumers (1996)Business Models for the Internet of Things (2011)Design management as a domain of smart and sustainable enterprise: business modelling for innovation and smart growth in Industry 4.0 (2016)Data Marketplaces: Trends and Monetisation of Data Goods (2019)Predators and prey: a new ecology of competition. (1993)Match your innovation strategy to your innovation ecosystem. (2006)Dissecting the Algorithmic Leviathan: On the Socio-Political Anatomy of Algorithmic Governance (2019)Social equity in the data era: A systematic literature review of data‐driven public service research (2022)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)Dynamic capabilities and strategic management (1997)Common method biases in behavioral research: A critical review of the literature and recommended remedies. (2003)The Effect of Big Data and Analytics on Firm Performance: An Econometric Analysis Considering Industry Characteristics (2018)Assessing the impact of big data on firm innovation performance: Big data is not always better data (2019)Exploring the impact of big data analytics capabilities on business model innovation: The mediating role of entrepreneurial orientation (2020)Designing qualitative research (1989)Basics of Qualitative Research (1992)Qualitative Data Analysis: An Expanded Sourcebook (1994)Building dynamic capabilities by leveraging big data analytics: The role of organizational inertia (2020)Emerging models of data governance in the age of datafication (2020)Defining organizational AI governance (2022)Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of Systematic Review (2003)Clusters and the New Economics of Competition (2014)Exploring the interplay between Smart Manufacturing and KIBS firms in configuring product-service innovation performance (2021)Digital Transformation in Water Organizations (2022)Artificial Intelligence and Big Data in Sustainable Entrepreneurship (2024)
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References

  • 2014Beyond the hype: Big data concepts, methods, and analytics4,222 cited
  • 2019Data governance: A conceptual framework, structured review, and research agenda643 cited
  • 2016Assessing business value of Big Data Analytics in European firms538 cited
  • 2013Corporate Governance of Big Data: Perspectives on Value, Risk, and Cost232 cited
  • 2020Big data monetization throughout Big Data Value Chain: a comprehensive review232 cited
  • 1980A Systematic Approach Toward Assessing the Value of an Information System*222 cited
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  • 1999Measuring the Value Of Information - An Asset Valuation Approach.161 cited
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  • 2013Value of information analysis: the state of application138 cited
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  • 2023Overview of Data Quality: Examining the Dimensions, Antecedents, and Impacts of Data Quality99 cited
  • 2018The value of information in supply chain decisions: A review of the literature and research agenda82 cited
  • 2003Accounting for intangible assets: current requirements, key players and future directions76 cited
  • 2009

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The Data Asset: How Smart Companies Govern Their Data for Business Success
68 cited
  • 2017Infonomics63 cited
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