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Towards a Paradigm Shift: How Can Machine Learning Extend the Boundaries of Quantitative Management Scholarship?
16 references·5 citing·51 second hop
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(2000)RESEARCH METHODOLOGY IN MANAG…Organization Studies and the New Pragmatism: Positivism, Anti-positivism, and the Search for Ethics (1998)Organization Studies and the …On "The Methodology of Positive Economics" (1959)On "The Methodology of Positi…The role of institutions in early-stage entrepreneurship: An explainable artificial intelligence approach (2024)The role of institutions in e…Testing service infusion in manufacturing through machine learning techniques: looking back and forward (2024)Testing service infusion in m…Predicting Cross-border Merger and Acquisition Completion through CEO Characteristics: A Machine Learning Approach (2024)Predicting Cross-border Merge…Machine learning with real-world HR data: mitigating the trade-off between predictive performance and transparency (2024)Machine learning with real-wo…Cross-border acquisition completion by emerging market MNEs revisited: Inductive evidence from a machine learning analysis (2024)Cross-border acquisition comp…Why Most Published Research Findings Are False (2005)Conducting Meta-Analyses in R with the metafor Package (2010)Calculating and reporting effect sizes to facilitate cumulative science: a practical primer for t-tests and ANOVAs (2013)1,500 scientists lift the lid on reproducibility (2016)Estimating Psychological Networks and their Accuracy: A Tutorial Paper (2016)Estimating psychological networks and their accuracy: A tutorial paper (2017)Handbook of Industrial and Organizational Psychology. 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References

  • 2015Estimating the reproducibility of psychological science8,516 cited
  • 2011False-Positive Psychology6,587 cited
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  • 2020A Text-Based Analysis of Corporate Innovation361 cited
  • 2019What Is Different About Digital Strategy? From Quantitative to Qualitative Change

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334 cited
  • 2019Machine Learning for Sociology300 cited
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    • 2024Testing service infusion in manufacturing through machine learning techniques: looking back and forward12 cited