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Determinants of big data analytics adoption in small and medium-sized enterprises (SMEs)
16 references·16 citing·41 second hopsampled
Determinants of big data analytics adoption in small and medium-sized enterprises (SMEs) (2022)Determinants of big data analytics adopti…Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities (2020)Role of institutional pressur…Exploring the relationship between big data analytics capability and competitive performance: The mediating roles of dynamic and operational capabilities (2019)Exploring the relationship be…Big Data and Predictive Analytics and Manufacturing Performance: Integrating Institutional Theory, Resource‐Based View and Big Data Culture (2019)Big Data and Predictive Analy…When to use and how to report the results of PLS-SEM (2018)When to use and how to report…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…Common methods variance detection in business research (2015)Common methods variance detec…Assessing the determinants of cloud computing adoption: An analysis of the manufacturing and services sectors (2014)Assessing the determinants of…A new criterion for assessing discriminant validity in variance-based structural equation modeling (2014)A new criterion for assessing…Understanding the determinants of cloud computing adoption (2011)Understanding the determinant…The Process of Innovation Assimilation by Firms in Different Countries: A Technology Diffusion Perspective on E-Business (2006)The Process of Innovation Ass…Common method biases in behavioral research: A critical review of the literature and recommended remedies. (2003)Common method biases in behav…Accounting for common method variance in cross-sectional research designs. (2001)Accounting for common method …An Integrated Model of Information Systems Adoption in Small Businesses (1999)An Integrated Model of Inform…Adoption of new information technologies in rural small businesses (1999)Adoption of new information t…Innovation characteristics and innovation adoption-implementation: A meta-analysis of findings (1982)Innovation characteristics an…Knowledge management and SMEs’ digital transformation: A systematic literature review and future research agenda (2025)Knowledge management and SMEs…Artificial intelligence adoption dynamics and knowledge in SMEs and large firms: A systematic review and bibliometric analysis (2025)Artificial intelligence adopt…Towards an understanding of business intelligence and analytics usage: Evidence from the banking industry (2024)Towards an understanding of b…Successful configurations of technology–organization–environment factors in digital transformation: Evidence from exporting small and medium-sized enterprises in the manufacturing industry (2024)Successful configurations of …Navigating innovation in the age of AI: how generative AI and innovation influence organizational performance in the manufacturing sector (2024)Navigating innovation in the …Determinants of digital technology adoption in innovative SMEs (2024)Determinants of digital techn…On the edge of Big Data: Drivers and barriers to data analytics adoption in SMEs (2023)On the edge of Big Data: Driv…Net and configurational effects of determinants on cloud computing adoption by SMEs under cloud promotion policy using PLS-SEM and fsQCA (2023)Net and configurational effec…Navigating the digital landscape: examining the interdependencies of digital transformation and big data in driving SMEs' innovation performance (2023)Navigating the digital landsc…Drivers of generative artificial intelligence to fostering exploitative and exploratory innovation: A TOE framework (2023)Drivers of generative artific…Determinants of cloud computing integration and its impact on sustainable performance in SMEs: An empirical investigation using the SEM-ANN approach (2023)Determinants of cloud computi…Big data analytics capabilities and supply chain performance: testing a moderated mediation model using partial least squares approach (2023)Big data analytics capabiliti…Why Do SMEs Adopt Artificial Intelligence-Based Chatbots? (2022)Why Do SMEs Adopt Artificial …Internet of things, big data analytics and operational performance: the mediating effect of supply chain visibility (2022)Internet of things, big data …Determinants of intention to adopt big data and outsourcing among SMEs: organisational and technological factors as moderators (2022)Determinants of intention to …Artificial intelligence adoption in the insurance industry: Evidence using the technology–organization–environment framework (2022)Artificial intelligence adopt…Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation (1991)Cultures and Organizations: Software of the Mind. (1993)Post-Adoption Variations in Usage and Value of E-Business by Organizations: Cross-Country Evidence from the Retail Industry (2005)Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology1 (2012)BUSINESS RESEARCH METHODS (PHƯƠNG PHÁP NGHIÊN CỨU TRONG KINH DOANH) (2023)Statistical Theories of Mental Test Scores (1969)Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research (1975)Self-Reports in Organizational Research: Problems and Prospects (1986)Sources of Method Bias in Social Science Research and Recommendations on How to Control It (2011)Lateral Collinearity and Misleading Results in Variance-Based SEM: An Illustration and Recommendations (2012)The theory of planned behavior (1991)An adoption framework for mobile augmented reality games: The case of Pokémon Go (2017)Adoption of artificial intelligence (AI) for talent acquisition in IT/ITeS organizations (2020)Unearthing the determinants of Blockchain adoption in supply chain management (2020)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)User Acceptance of Information Technology: Toward A Unified View1 (2003)Using PLS path modeling in new technology research: updated guidelines (2016)Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R (2021)Structural Equations with Latent Variables. (1991)Technology Acceptance Model 3 and a Research Agenda on Interventions (2008)Common Method Bias in PLS-SEM (2015)Innovation diffusion in global contexts: determinants of post-adoption digital transformation of European companies (2006)Migration to Open-Standard Interorganizational Systems: Network Effects, Switching Costs, and Path Dependency1 (2006)Diffusion of Innovations 1 (2019)The adoption of artificial intelligence in employee recruitment: The influence of contextual factors (2021)Business Intelligence and Analytics: From Big Data to Big Impact (2012)Data Science, Predictive Analytics, and Big Data: A Revolution That Will Transform Supply Chain Design and Management (2013)How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study (2015)Critical analysis of Big Data challenges and analytical methods (2016)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)PLS-SEM: Indeed a Silver Bullet (2011)Partial Least Squares Structural Equation Modeling (2017)Assessing measurement model quality in PLS-SEM using confirmatory composite analysis (2019)Information Technology Implementation Research: A Technological Diffusion Approach (1990)New Product Diffusion Models in Marketing: A Review and Directions for Research (1991)The utilization of e‐government services: citizen trust, innovation and acceptance factors* (2005)An assessment of the use of partial least squares structural equation modeling (PLS-SEM) in hospitality research (2017)Understanding and managing the threat of common method bias: Detection, prevention and control (2021)Common Method Bias: It's Bad, It's Complex, It's Widespread, and It's Not Easy to Fix (2023)
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References

  • 2003Common method biases in behavioral research: A critical review of the literature and recommended remedies.81,863 cited
  • 2014A new criterion for assessing discriminant validity in variance-based structural equation modeling38,283 cited
  • 2018When to use and how to report the results of PLS-SEM27,424 cited
  • 2001Accounting for common method variance in cross-sectional research designs.8,464 cited
  • 2015Common methods variance detection in business research3,335 cited
  • 1982Innovation characteristics and innovation adoption-implementation: A meta-analysis of findings3,284 cited
  • 1999An Integrated Model of Information Systems Adoption in Small Businesses1,726 cited
  • 2016Big data analytics in logistics and supply chain management: Certain investigations for research and applications1,544 cited
  • 2006The Process of Innovation Assimilation by Firms in Different Countries: A Technology Diffusion Perspective on E-Business1,436 cited
  • 2014Assessing the determinants of cloud computing adoption: An analysis of the manufacturing and services sectors1,261 cited
  • 2011Understanding the determinants of cloud computing adoption1,181 cited
  • 1999Adoption of new information technologies in rural small businesses1,108 cited
  • 2019Exploring the relationship between big data analytics capability and competitive performance: The mediating roles of dynamic and operational capabilities1,101 cited

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  • 2020Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities916 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
  • Cited by

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    • 2022Why Do SMEs Adopt Artificial Intelligence-Based Chatbots?139 cited
    • 2022Artificial intelligence adoption in the insurance industry: Evidence using the technology–organization–environment framework129 cited
    • 2023Determinants of cloud computing integration and its impact on sustainable performance in SMEs: An empirical investigation using the SEM-ANN approach117 cited
    • 2025Artificial intelligence adoption dynamics and knowledge in SMEs and large firms: A systematic review and bibliometric analysis115 cited
    • 2024Towards an understanding of business intelligence and analytics usage: Evidence from the banking industry98 cited
    • 2022Internet of things, big data analytics and operational performance: the mediating effect of supply chain visibility96 cited
    • 2023Net and configurational effects of determinants on cloud computing adoption by SMEs under cloud promotion policy using PLS-SEM and fsQCA78 cited
    • 2023Navigating the digital landscape: examining the interdependencies of digital transformation and big data in driving SMEs' innovation performance74 cited
    • 2022Determinants of intention to adopt big data and outsourcing among SMEs: organisational and technological factors as moderators72 cited
    • 2025Knowledge management and SMEs’ digital transformation: A systematic literature review and future research agenda66 cited
    • 2024Successful configurations of technology–organization–environment factors in digital transformation: Evidence from exporting small and medium-sized enterprises in the manufacturing industry64 cited
    • 2023On the edge of Big Data: Drivers and barriers to data analytics adoption in SMEs64 cited
    • 2024Navigating innovation in the age of AI: how generative AI and innovation influence organizational performance in the manufacturing sector58 cited
    • 2023Big data analytics capabilities and supply chain performance: testing a moderated mediation model using partial least squares approach57 cited