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Harnessing the Power of AI in RD&E Management: The Innovation Index

Author

Listed:
  • Federico Platania

    (ISG - ISG International Business School [Paris])

  • Celina Toscano Hernandez

    (ISC Paris - Institut Supérieur du Commerce de Paris)

  • Imane El Ouadghiri

    (DVHE - De Vinci Higher Education)

  • Jonathan Peillex

    (ICD International Business School Paris, LEFMI - Laboratoire d’Économie, Finance, Management et Innovation - UR UPJV 4286 - UPJV - Université de Picardie Jules Verne)

Abstract

This article investigates the complex relationship between artificial intelligence (AI)-related technological innovation and its impact on the market returns of leading technology companies. We introduce the "Innovation Index," a latent variable based on the number of AI-related patents, and incorporate it into the traditional Fama-French model to better capture the influence of AI advancements on financial performance. Using a state-space representation, our empirical analysis suggests that AI-related innovation significantly contributes to the market returns of prominent and leading technology firms. The findings highlight the strategic importance of AI investments in sustaining long-term growth and competitiveness.

Suggested Citation

  • Federico Platania & Celina Toscano Hernandez & Imane El Ouadghiri & Jonathan Peillex, 2025. "Harnessing the Power of AI in RD&E Management: The Innovation Index," Post-Print hal-05580122, HAL.
    • Handle: RePEc:hal:journl:hal-05580122
    DOI: 10.1109/TEM.2025.3585975
    as

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