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Digital Transformation Strategies, Practices, and Trends: A Large-Scale Retrospective Study Based on Machine Learning
16 references·2 citing·46 second hop
Digital Transformation Strategies, Practices, and Trends: A Large-Scale Retrospective Study Based on Machine Learning (2023)Digital Transformation Strategies, Practi…Understanding digital transformation (2021)Understanding digital transfo…The Role of Employees in Digital Transformation: A Preliminary Study on How Employees’ Digital Literacy Impacts Use of Digital Technologies (2021)The Role of Employees in Digi…Machine learning in finance: A topic modeling approach (2021)Machine learning in finance: …Emerging trends in digital transformation: a bibliometric analysis (2021)Emerging trends in digital tr…Disruption in global supply chain and socio-economic shocks: a lesson from COVID-19 for sustainable production and consumption (2021)Disruption in global supply c…Digital Transformation: An Overview of the Current State of the Art of Research (2021)Digital Transformation: An Ov…Developing a unified definition of digital transformation (2020)Developing a unified definiti…A Systematic Review of the Literature on Digital Transformation: Insights and Implications for Strategy and Organizational Change (2020)A Systematic Review of the Li…The Technology Fallacy (2019)The Technology FallacyThe Role of Leadership in a Digitalized World: A Review (2019)The Role of Leadership in a D…The Changing Role of Human Resource Management in an Era of Digital Transformation (2019)The Changing Role of Human Re…Servitization and digitalization in manufacturing: the influence on firm performance (2019)Servitization and digitalizat…Digital transformation: conceptual framework (2019)Digital transformation: conce…Digital transformation: A multidisciplinary reflection and research agenda (2019)Digital transformation: A mul…Digital Transformation Maturity: A Systematic Review of Literature (2019)Digital Transformation Maturi…Mining Text Data (2012)Mining Text DataSustainable Innovation Management: Balancing Economic Growth and Environmental Responsibility (2025)Sustainable Innovation Manage…Business Intelligence Strategies, Best Practices, and Latest Trends: Analysis of Scientometric Data from 2003 to 2023 Using Machine Learning (2023)Business Intelligence Strateg…I.—COMPUTING MACHINERY AND INTELLIGENCE (1950)Basics of Qualitative Research (1992)Learning Styles and Learning Spaces: Enhancing Experiential Learning in Higher Education (2005)E-Leadership and Teleworking in Times of COVID-19 and Beyond: What We Know and Where Do We Go (2020)Preparing Workplaces for Digital Transformation: An Integrative Review and Framework of Multi-Level Factors (2021)Digital transformation, for better or worse: a critical multi‐level research agenda (2022)A Coefficient of Agreement for Nominal Scales (1960)Firm Resources and Sustained Competitive Advantage (1991)Firm resources and sustained competitive advantage (2004)Digital transformation and customer value creation in Made in Italy SMEs: A dynamic capabilities perspective (2020)Digital economy: An innovation driver for total factor productivity (2021)Corporate Culture and Performance (1992)Digital Business Strategy: Toward a Next Generation of Insights (2013)Digital Transformation Strategies (2015)Mastering the digital transformation through organizational capabilities: A conceptual framework (2021)Digital transformation: A meta-review and guidelines for future research (2023)Organizational digital transformation: from evolution to future trends (2023)The Discovery of Grounded Theory; Strategies for Qualitative Research (1968)Dynamic capabilities and strategic management (1997)Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of Systematic Review (2003)Digital transformation in business and management research: An overview of the current status quo (2021)The digital divide: A review and future research agenda (2021)Mastering digital transformation: The nexus between leadership, agility, and digital strategy (2022)Structural Equations with Latent Variables. (1991)Three Approaches to Qualitative Content Analysis (2005)Understanding digital transformation: A review and a research agenda (2019)How does digital technology usage benefit firm performance? Digital transformation strategy and organisational innovation as mediators (2021)Sustainability through digital transformation: A systematic literature review for research guidance (2022)The United Nations Development Programme (2017)Attrition and adherence in smartphone-delivered interventions for mental health problems: A systematic and meta-analytic review. (2019)How Are Small Businesses Adjusting to COVID-19? Early Evidence from a Survey (2020)Asymmetric and time-varying linkages between carbon emissions, globalization, natural resources and financial development in China (2021)Investigating the asymmetric linkages between infrastructure development, green innovation, and consumption-based material footprint: Novel empirical estimations from highly resource-consuming economies (2021)Stress testing supply chains and creating viable ecosystems (2021)Software survey: VOSviewer, a computer program for bibliometric mapping (2009)Drivers of Digital Transformation in SMEs (2022)Literature reviews as independent studies: guidelines for academic practice (2022)The transformative leadership compass: six competencies for digital transformation entrepreneurship (2021)Research on Successful Factors and Influencing Mechanism of the Digital Transformation in SMEs (2022)Research on the Relationship between Digital Transformation and Performance of SMEs (2022)How does digital transformation drive green total factor productivity? Evidence from Chinese listed enterprises (2023)Nexus between digital transformation and energy technology innovation: An empirical test of A-share listed enterprises (2023)How does the digital transformation drive digital technology innovation of enterprises? Evidence from enterprise's digital patents (2024)Big Scholarly Data: A Survey (2017)Forecasting Stock Market Movement Direction Using Sentiment Analysis and Support Vector Machine (2018)Twitter and Research: A Systematic Literature Review Through Text Mining (2020)
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References

  • 2019Digital transformation: A multidisciplinary reflection and research agenda5,676 cited
  • 2020A Systematic Review of the Literature on Digital Transformation: Insights and Implications for Strategy and Organizational Change2,535 cited
  • 2021Digital Transformation: An Overview of the Current State of the Art of Research1,291 cited
  • 2020Developing a unified definition of digital transformation967 cited
  • 2012Mining Text Data951 cited
  • 2021Understanding digital transformation887 cited
  • 2019The Role of Leadership in a Digitalized World: A Review807 cited
  • 2019Digital Transformation Maturity: A Systematic Review of Literature377 cited
  • 2021Disruption in global supply chain and socio-economic shocks: a lesson from COVID-19 for sustainable production and consumption321 cited
  • 2019The Technology Fallacy304 cited
  • 2019Servitization and digitalization in manufacturing: the influence on firm performance284 cited
  • 2021The Role of Employees in Digital Transformation: A Preliminary Study on How Employees’ Digital Literacy Impacts Use of Digital Technologies241 cited
  • 2019Digital transformation: conceptual framework221 cited
  • 2021Emerging trends in digital transformation: a bibliometric analysis217 cited
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Machine learning in finance: A topic modeling approach
198 cited
  • 2019The Changing Role of Human Resource Management in an Era of Digital Transformation182 cited
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    • 2025Sustainable Innovation Management: Balancing Economic Growth and Environmental Responsibility26 cited
    • 2023Business Intelligence Strategies, Best Practices, and Latest Trends: Analysis of Scientometric Data from 2003 to 2023 Using Machine Learning26 cited