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Shifts in National Entrepreneurial Culture: The Promise of Linguistic Cultural Artifacts and Machine Learning Analysis

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Date
15/11/2024
Author(s)
Kyprianou, C., Vedula, S., Pu, W., Fitza, M.
Publication
Shifts in National Entrepreneurial Culture: The Promise of Linguistic Cultural Artifacts and Machine Learning Analysis. It will open in a new tabShifts in National Entrepreneurial Culture: The Promise of Linguistic Cultural Artifacts and Machine Learning Analysis

This study examines the evolution of national entrepreneurial culture through media language analysis. Using machine learning on 690,088 U.S. newspaper articles (1996–2016), findings reveal a growing positivity bias toward entrepreneurship, influencing venture creation but limiting growth. The study contributes to entrepreneurial culture research and future methodological advancements.

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